{ "schema": "https://verifyllmapi.com/schemas/model-fingerprint-atlas-v1", "productVersion": "0.3.2", "generatedAt": "2026-07-22", "reference": { "id": "pamela-openrouter-2026-07-8cell-ref-a", "sha256": "51f3f63cbcfb56b151055d2d10e36a9cc2f0644cc68b580784853d68951fa866", "bytes": 138504, "sourceDataset": "https://zenodo.org/records/21278557", "sourceDatasetDoi": "10.5281/zenodo.21278557", "transport": "OpenRouter", "referenceHalf": "temperature=1, even repetitions (A), up to 15 valid samples per cell", "selection": "Eight high-gap cells selected post hoc from the published split scores; calibration is not an independent holdout." }, "methodology": { "paper": "https://arxiv.org/html/2607.10252v1", "dataset": "https://zenodo.org/records/21278557", "software": "https://zenodo.org/records/21278793", "distance": "Mean base-2 Jensen-Shannon divergence across the eight selected cells.", "decoding": "The author reference used temperature 1 and reasoning disabled. Current-Agent scans use the selected host default because Codex and Claude Code expose no supported temperature flag." }, "probes": [ { "id": "animal-random|en", "task": "Random animal", "language": "English", "languageCode": "en", "normalizeAs": "word", "system": "Answer with a single word or a single number only. Output nothing else: no explanation, no punctuation, no quotation marks.", "prompt": "Name a random animal." }, { "id": "word-random|en", "task": "Random word", "language": "English", "languageCode": "en", "normalizeAs": "word", "system": "Answer with a single word or a single number only. Output nothing else: no explanation, no punctuation, no quotation marks.", "prompt": "Name a random word." }, { "id": "animal-random|ru", "task": "Random animal", "language": "Russian", "languageCode": "ru", "normalizeAs": "word", "system": "Отвечай только одним словом или одним числом. Не выводи ничего больше: без объяснений, без знаков препинания, без кавычек.", "prompt": "Назови случайное животное." }, { "id": "animal-random|ar", "task": "Random animal", "language": "Arabic", "languageCode": "ar", "normalizeAs": "word", "system": "أجب بكلمة واحدة أو رقم واحد فقط. لا تكتب أي شيء آخر: لا شرح ولا علامات ترقيم ولا علامات اقتباس.", "prompt": "اذكر حيواناً عشوائياً." }, { "id": "letter-random|zh", "task": "Random character", "language": "Chinese", "languageCode": "zh", "normalizeAs": "grapheme", "system": "只用一个词或一个数字回答。不要输出任何其他内容：不要解释，不要标点符号，不要引号。", "prompt": "说出一个随机的汉字。" }, { "id": "animal-random|zh", "task": "Random animal", "language": "Chinese", "languageCode": "zh", "normalizeAs": "word", "system": "只用一个词或一个数字回答。不要输出任何其他内容：不要解释，不要标点符号，不要引号。", "prompt": "说出一个随机的动物。" }, { "id": "letter-random|ar", "task": "Random letter", "language": "Arabic", "languageCode": "ar", "normalizeAs": "grapheme", "system": "أجب بكلمة واحدة أو رقم واحد فقط. لا تكتب أي شيء آخر: لا شرح ولا علامات ترقيم ولا علامات اقتباس.", "prompt": "اذكر حرفاً عشوائياً من الحروف الأبجدية." }, { "id": "color-random|zh", "task": "Random color", "language": "Chinese", "languageCode": "zh", "normalizeAs": "word", "system": "只用一个词或一个数字回答。不要输出任何其他内容：不要解释，不要标点符号，不要引号。", "prompt": "说出一个随机的颜色。" } ], "calibration": { "4x5": { "threshold": 0.6439, "eer": 0.117993, "far": 0.117974, "frr": 0.118012, "nGenuine": 161, "nImpostor": 25760 }, "4x10": { "threshold": 0.59653, "eer": 0.093168, "far": 0.093168, "frr": 0.093168, "nGenuine": 161, "nImpostor": 25760 }, "4x15": { "threshold": 0.576077, "eer": 0.081599, "far": 0.082453, "frr": 0.080745, "nGenuine": 161, "nImpostor": 25760 }, "8x5": { "threshold": 0.629197, "eer": 0.080745, "far": 0.080745, "frr": 0.080745, "nGenuine": 161, "nImpostor": 25760 }, "8x10": { "threshold": 0.592891, "eer": 0.068323, "far": 0.068323, "frr": 0.068323, "nGenuine": 161, "nImpostor": 25760 }, "8x15": { "threshold": 0.5812, "eer": 0.06712, "far": 0.065916, "frr": 0.068323, "nGenuine": 161, "nImpostor": 25760 } }, "summary": { "models": 161, "namespaces": 30, "cells": 8, "totalReferenceSamples": 18996, "minSamplesPerModel": 77, "maxSamplesPerModel": 120, "closestPair": { "sourceModel": "qwen/qwen3-max", "sourcePath": "/fingerprints/qwen/qwen3-max/", "neighborModel": "qwen/qwen3-max-thinking", "neighborPath": "/fingerprints/qwen/qwen3-max-thinking/", "meanJsd": 0.02207 }, "mostIsolatedReference": { "sourceModel": "meta-llama/llama-3-8b-instruct", "sourcePath": "/fingerprints/meta-llama/llama-3-8b-instruct/", "neighborModel": "meta-llama/llama-3.1-70b-instruct", "neighborPath": "/fingerprints/meta-llama/llama-3.1-70b-instruct/", "meanJsd": 0.862797 }, "titleLengthExceptions": [] }, "namespaces": { "ai21": [ "ai21/jamba-large-1.7" ], "amazon": [ "amazon/nova-2-lite-v1", "amazon/nova-lite-v1", "amazon/nova-micro-v1", "amazon/nova-premier-v1", "amazon/nova-pro-v1" ], "anthropic": [ "anthropic/claude-3-haiku", "anthropic/claude-haiku-4.5", "anthropic/claude-opus-4", "anthropic/claude-opus-4.1", "anthropic/claude-opus-4.5", "anthropic/claude-opus-4.6", "anthropic/claude-opus-4.7", "anthropic/claude-opus-4.8", "anthropic/claude-sonnet-4", "anthropic/claude-sonnet-4.5", "anthropic/claude-sonnet-4.6", "anthropic/claude-sonnet-5" ], "baidu": [ "baidu/ernie-4.5-vl-424b-a47b" ], "bytedance-seed": [ "bytedance-seed/seed-1.6", "bytedance-seed/seed-1.6-flash", "bytedance-seed/seed-2.0-lite", "bytedance-seed/seed-2.0-mini" ], "cohere": [ "cohere/command-a", "cohere/command-r-08-2024", "cohere/command-r-plus-08-2024", "cohere/command-r7b-12-2024" ], "deepcogito": [ "deepcogito/cogito-v2.1-671b" ], "deepseek": [ "deepseek/deepseek-chat", "deepseek/deepseek-chat-v3-0324", "deepseek/deepseek-chat-v3.1", "deepseek/deepseek-v3.1-terminus", "deepseek/deepseek-v3.2", "deepseek/deepseek-v3.2-exp", "deepseek/deepseek-v4-flash", "deepseek/deepseek-v4-pro" ], "google": [ "google/gemini-2.5-flash", "google/gemini-2.5-flash-lite", "google/gemini-3.1-flash-lite", "google/gemma-2-27b-it", "google/gemma-3-12b-it", "google/gemma-3-27b-it", "google/gemma-3-4b-it", "google/gemma-3n-e4b-it", "google/gemma-4-26b-a4b-it", "google/gemma-4-31b-it" ], "ibm-granite": [ "ibm-granite/granite-4.0-h-micro", "ibm-granite/granite-4.1-8b" ], "inception": [ "inception/mercury-2" ], "inclusionai": [ "inclusionai/ling-2.6-1t", "inclusionai/ling-2.6-flash" ], "liquid": [ "liquid/lfm-2-24b-a2b" ], "meta-llama": [ "meta-llama/llama-3-8b-instruct", "meta-llama/llama-3.1-70b-instruct", "meta-llama/llama-3.1-8b-instruct", "meta-llama/llama-3.2-11b-vision-instruct", "meta-llama/llama-3.2-3b-instruct", "meta-llama/llama-3.3-70b-instruct", "meta-llama/llama-4-maverick" ], "microsoft": [ "microsoft/phi-4" ], "minimax": [ "minimax/minimax-01", "minimax/minimax-m3" ], "mistralai": [ "mistralai/ministral-14b-2512", "mistralai/ministral-3b-2512", "mistralai/ministral-8b-2512", "mistralai/mistral-large", "mistralai/mistral-large-2407", "mistralai/mistral-large-2512", "mistralai/mistral-medium-3", "mistralai/mistral-medium-3-5", "mistralai/mistral-medium-3.1", "mistralai/mistral-nemo", "mistralai/mistral-saba", "mistralai/mistral-small-24b-instruct-2501", "mistralai/mistral-small-2603", "mistralai/mistral-small-3.2-24b-instruct", "mistralai/mixtral-8x22b-instruct", "mistralai/voxtral-small-24b-2507" ], "moonshotai": [ "moonshotai/kimi-k2", "moonshotai/kimi-k2-0905", "moonshotai/kimi-k2.5", "moonshotai/kimi-k2.6" ], "nousresearch": [ "nousresearch/hermes-3-llama-3.1-405b", "nousresearch/hermes-3-llama-3.1-70b", "nousresearch/hermes-4-70b" ], "nvidia": [ "nvidia/llama-3.3-nemotron-super-49b-v1.5", "nvidia/nemotron-3-nano-30b-a3b", "nvidia/nemotron-3-super-120b-a12b", "nvidia/nemotron-3-ultra-550b-a55b" ], "openai": [ "openai/gpt-3.5-turbo", "openai/gpt-3.5-turbo-0613", "openai/gpt-3.5-turbo-instruct", "openai/gpt-4", "openai/gpt-4-turbo", "openai/gpt-4.1", "openai/gpt-4.1-mini", "openai/gpt-4.1-nano", "openai/gpt-4o", "openai/gpt-4o-2024-05-13", "openai/gpt-4o-2024-08-06", "openai/gpt-4o-2024-11-20", "openai/gpt-4o-mini", "openai/gpt-4o-mini-2024-07-18", "openai/gpt-5-chat", "openai/gpt-5.1", "openai/gpt-5.2", "openai/gpt-5.4", "openai/gpt-5.4-mini", "openai/gpt-5.4-nano", "openai/gpt-5.5" ], "perceptron": [ "perceptron/perceptron-mk1" ], "qwen": [ "qwen/qwen-2.5-72b-instruct", "qwen/qwen-2.5-7b-instruct", "qwen/qwen-plus", "qwen/qwen-plus-2025-07-28", "qwen/qwen2.5-vl-72b-instruct", "qwen/qwen3-235b-a22b", "qwen/qwen3-235b-a22b-2507", "qwen/qwen3-30b-a3b-instruct-2507", "qwen/qwen3-8b", "qwen/qwen3-max", "qwen/qwen3-max-thinking", "qwen/qwen3-next-80b-a3b-instruct", "qwen/qwen3-vl-235b-a22b-instruct", "qwen/qwen3-vl-30b-a3b-instruct", "qwen/qwen3-vl-32b-instruct", "qwen/qwen3-vl-8b-instruct", "qwen/qwen3.5-122b-a10b", "qwen/qwen3.5-27b", "qwen/qwen3.5-35b-a3b", "qwen/qwen3.5-397b-a17b", "qwen/qwen3.5-9b", "qwen/qwen3.5-flash-02-23", "qwen/qwen3.5-plus-02-15", "qwen/qwen3.5-plus-20260420", "qwen/qwen3.6-27b", "qwen/qwen3.6-35b-a3b", "qwen/qwen3.6-flash", "qwen/qwen3.6-plus", "qwen/qwen3.7-max", "qwen/qwen3.7-plus" ], "rekaai": [ "rekaai/reka-edge" ], "tencent": [ "tencent/hunyuan-a13b-instruct", "tencent/hy3" ], "upstage": [ "upstage/solar-pro-3" ], "writer": [ "writer/palmyra-x5" ], "x-ai": [ "x-ai/grok-4.20", "x-ai/grok-4.3" ], "xiaomi": [ "xiaomi/mimo-v2.5-pro" ], "z-ai": [ "z-ai/glm-4.5", "z-ai/glm-4.5-air", "z-ai/glm-4.5v", "z-ai/glm-4.6", "z-ai/glm-4.6v", "z-ai/glm-4.7", "z-ai/glm-4.7-flash", "z-ai/glm-5", "z-ai/glm-5-turbo", "z-ai/glm-5.1", "z-ai/glm-5.2", "z-ai/glm-5v-turbo" ] }, "models": [ { "id": "ai21/jamba-large-1.7", "displayName": "Jamba Large 1.7", "namespace": "ai21", "path": "/fingerprints/ai21/jamba-large-1.7/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "zebra": 7, "dolphin": 2, "elephant": 2, "cat": 1, "dog": 1, "giraffe": 1, "tiger": 1 }, "entropyBits": 2.330125, "modalAnswer": "zebra", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 4, "apple": 3, "chair": 2, "banana": 1, "butterfly": 1, "dog": 1, "helicopter": 1, "pineapple": 1, "umbrella": 1 }, "entropyBits": 2.923231, "modalAnswer": "elephant", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 12, "cat": 1, "elephant": 1, "кошка": 1 }, "entropyBits": 1.038921, "modalAnswer": "кот", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "كلب": 4, "أسد": 2, "قط": 2, "cat": 1, "القط": 1, "طائر": 1, "غزال": 1, "فهد": 1, "فيل": 1, "قرد": 1 }, "entropyBits": 3.106891, "modalAnswer": "كلب", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 4, "风": 4, "木": 2, "中": 1, "亮": 1, "日": 1, "火": 1, "禅": 1 }, "entropyBits": 2.706891, "modalAnswer": "山", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 4, "cat": 3, "dog": 2, "鸟": 2, "elephant": 1, "panda": 1, "zebra": 1, "鹿": 1 }, "entropyBits": 2.789898, "modalAnswer": "狮子", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "z": 4, "a": 2, "b": 2, "w": 2, "c": 1, "f": 1, "g": 1, "j": 1, "q": 1 }, "entropyBits": 2.973557, "modalAnswer": "z", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "红": 7, "蓝": 3, "red": 2, "绿": 2, "green": 1 }, "entropyBits": 2.013132, "modalAnswer": "红", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "mistralai/mistral-medium-3-5", "path": "/fingerprints/mistralai/mistral-medium-3-5/", "meanJsd": 0.597767 }, { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.615185 }, { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.62876 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "animal-random|ar", "seoTitle": "Jamba Large 1.7 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "16d4d4feda261692434fbae66c8161af05c9a3964ec7a6481a3c68eb71cf3be5" }, { "id": "amazon/nova-2-lite-v1", "displayName": "Nova 2 Lite V1", "namespace": "amazon", "path": "/fingerprints/amazon/nova-2-lite-v1/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "lion": 15 }, "entropyBits": 0, "modalAnswer": "lion", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 14, "sunset": 1 }, "entropyBits": 0.353359, "modalAnswer": "apple", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 13, "собака": 2 }, "entropyBits": 0.56651, "modalAnswer": "слон", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 13, "فراشة": 1, "نسور": 1 }, "entropyBits": 0.699843, "modalAnswer": "فيل", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "爱": 14, "山": 1 }, "entropyBits": 0.353359, "modalAnswer": "爱", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 5, "虎": 3, "大熊猫": 2, "大虎": 1, "大象": 1, "猴子": 1, "豚鼠": 1, "豹": 1 }, "entropyBits": 2.682589, "modalAnswer": "老虎", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 15 }, "entropyBits": 0, "modalAnswer": "ب", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "红色": 12, "蓝色": 3 }, "entropyBits": 0.721928, "modalAnswer": "红色", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.528668 }, { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.539602 }, { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.59391 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.82332 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|zh", "seoTitle": "Nova 2 Lite V1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "9f1f7e1d0885aeb860a62d8ea9f9655ec21b26d66c34f0b3bf69f9953fa4b0c4" }, { "id": "amazon/nova-lite-v1", "displayName": "Nova Lite V1", "namespace": "amazon", "path": "/fingerprints/amazon/nova-lite-v1/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "5": 1, "elephant": 4, "zebra": 3, "lion": 2, "panther": 2, "tiger": 2, "dolphin": 1 }, "entropyBits": 2.656565, "modalAnswer": "elephant", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "word-random|en", "n": 15, "counts": { "zephyr": 3, "forest": 2, "jupiter": 2, "quantum": 2, "dragonfly": 1, "lantern": 1, "penguin": 1, "serendipity": 1, "solitude": 1, "sunflower": 1 }, "entropyBits": 3.189898, "modalAnswer": "zephyr", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 6, "лошадь": 3, "енот": 1, "кит": 1, "кот": 1, "рыба": 1, "сло́н": 1, "слон": 1 }, "entropyBits": 2.555913, "modalAnswer": "лев", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 5, "نمر": 3, "فهد": 2, "فيل": 2, "أرنب": 1, "ثعبان": 1, "حصان": 1 }, "entropyBits": 2.549255, "modalAnswer": "أسد", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 6, "明": 2, "书": 1, "云": 1, "月": 1, "爱": 1, "猫": 1, "阳": 1, "青": 1 }, "entropyBits": 2.739572, "modalAnswer": "山", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 3, "猴子": 2, "鳄鱼": 2, "熊猫": 1, "狗": 1, "猎豹": 1, "猴": 1, "老虎": 1, "鲨鱼": 1, "鲸": 1, "鹿": 1 }, "entropyBits": 3.323231, "modalAnswer": "狮子", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 2, "ك": 2, "م": 2, "a": 1, "x": 1, "ا": 1, "ث": 1, "ز": 1, "س": 1, "ع": 1, "ق": 1, "ه": 1 }, "entropyBits": 3.506891, "modalAnswer": "ب", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 7, "紫色": 2, "红": 1, "红色": 1, "绿": 1, "绿色": 1, "青色": 1, "黑色": 1 }, "entropyBits": 2.463458, "modalAnswer": "蓝色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 } ], "nearestReferences": [ { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.515149 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.536544 }, { "model": "writer/palmyra-x5", "path": "/fingerprints/writer/palmyra-x5/", "meanJsd": 0.542773 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.716993 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|ar", "seoTitle": "Nova Lite V1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "54d9a2b23545f49689e1d861393ba1388f230da14ed725126a428179dc286e54" }, { "id": "amazon/nova-micro-v1", "displayName": "Nova Micro V1", "namespace": "amazon", "path": "/fingerprints/amazon/nova-micro-v1/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 5, "tiger": 5, "whale": 2, "deer": 1, "goat": 1, "shark": 1 }, "entropyBits": 2.225605, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 3, "carrot": 2, "river": 2, "tiger": 2, "bicycle": 1, "butterfly": 1, "castle": 1, "dolphin": 1, "lemon": 1, "pineapple": 1 }, "entropyBits": 3.189898, "modalAnswer": "apple", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 11, "кошка": 2, "леопард": 1, "лошадь": 1 }, "entropyBits": 1.236641, "modalAnswer": "лев", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "أرنب": 5, "قرد": 2, "البطاروق": 1, "الفهد": 1, "النمر": 1, "ثعلب": 1, "سمكة": 1, "عقرب": 1, "قطة": 1, "كلب": 1 }, "entropyBits": 2.999581, "modalAnswer": "أرنب", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 5, "树": 2, "河": 2, "云": 1, "桥": 1, "江": 1, "海": 1, "风": 1, "鹤": 1 }, "entropyBits": 2.866248, "modalAnswer": "山", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 5, "猫": 2, "鸟": 2, "企鹅": 1, "熊": 1, "老虎": 1, "蛇": 1, "袋鼯": 1, "鱼": 1 }, "entropyBits": 2.866248, "modalAnswer": "狮子", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "letter-random|ar", "n": 14, "counts": { "ز": 8, "ك": 2, "ت": 1, "ث": 1, "س": 1, "ن": 1 }, "entropyBits": 1.950212, "modalAnswer": "ز", "modalCount": 8, "modalShare": 0.571429, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "红色": 7, "蓝色": 5, "绿色": 2, "紫色": 1 }, "entropyBits": 1.689482, "modalAnswer": "红色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "writer/palmyra-x5", "path": "/fingerprints/writer/palmyra-x5/", "meanJsd": 0.564401 }, { "model": "qwen/qwen3-30b-a3b-instruct-2507", "path": "/fingerprints/qwen/qwen3-30b-a3b-instruct-2507/", "meanJsd": 0.586456 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.595996 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 0.933333 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "word-random|en", "seoTitle": "Nova Micro V1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "c8347c744e21574ff4db4c9878259af4d851b5898fded0c46a97049e9676fdea" }, { "id": "amazon/nova-premier-v1", "displayName": "Nova Premier V1", "namespace": "amazon", "path": "/fingerprints/amazon/nova-premier-v1/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 8, "elephant": 7 }, "entropyBits": 0.996792, "modalAnswer": "giraffe", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "bicycle": 2, "chair": 1, "eloquent": 1, "ephemeral": 1, "flowerpot": 1, "lavender": 1, "serendipity": 1, "skyscraper": 1, "sunflower": 1, "sunset": 1, "sunshine": 1, "table": 1, "telescope": 1, "umbrella": 1 }, "entropyBits": 3.773557, "modalAnswer": "bicycle", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 6, "слон": 4, "собака": 3, "лиса": 1, "эму": 1 }, "entropyBits": 2.02258, "modalAnswer": "лев", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 5, "فيل": 4, "كلب": 2, "حصان": 1, "حمار": 1, "فيلة": 1, "نمر": 1 }, "entropyBits": 2.466248, "modalAnswer": "أسد", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "爱": 3, "花": 3, "风": 2, "书": 1, "喜": 1, "月": 1, "树": 1, "梦": 1, "海": 1, "鸟": 1 }, "entropyBits": 3.139572, "modalAnswer": "爱", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 7, "大象": 2, "猫": 2, "老虎": 2, "熊猫": 1, "鸟类": 1 }, "entropyBits": 2.196792, "modalAnswer": "狮子", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 14, "counts": { "ب": 4, "ج": 3, "س": 2, "ص": 2, "غ": 1, "ك": 1, "ن": 1 }, "entropyBits": 2.610577, "modalAnswer": "ب", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 7, "红色": 6, "绿色": 1, "黄色": 1 }, "entropyBits": 1.562807, "modalAnswer": "蓝色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "z-ai/glm-4.5", "path": "/fingerprints/z-ai/glm-4.5/", "meanJsd": 0.477286 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.497066 }, { "model": "z-ai/glm-4.7", "path": "/fingerprints/z-ai/glm-4.7/", "meanJsd": 0.518513 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.795276 }, "mostConcentrated": "animal-random|en", "mostDiverse": "word-random|en", "seoTitle": "Nova Premier V1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "e1962fd3c60473f7c44139f075425caca9d7b4d94a0722f83d9bea6263124341" }, { "id": "amazon/nova-pro-v1", "displayName": "Nova Pro V1", "namespace": "amazon", "path": "/fingerprints/amazon/nova-pro-v1/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "kangaroo": 2, "koala": 2, "panda": 2, "bear": 1, "chameleon": 1, "cheetah": 1, "elephant": 1, "giraffe": 1, "hippopotamus": 1, "jaguar": 1, "lion": 1, "shark": 1 }, "entropyBits": 3.506891, "modalAnswer": "kangaroo", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 4, "zephyr": 2, "abacus": 1, "arbitrary": 1, "archipelago": 1, "euphoria": 1, "gephyrophobia": 1, "inchoate": 1, "magnitude": 1, "paraphernalia": 1, "tranquility": 1 }, "entropyBits": 3.240224, "modalAnswer": "serendipity", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "кит": 3, "гориллы": 1, "еж": 1, "енот": 1, "кашалот": 1, "корова": 1, "кот": 1, "лебедь": 1, "лось": 1, "лошадь": 1, "слон": 1, "хрюша": 1, "шимпанзе": 1 }, "entropyBits": 3.589898, "modalAnswer": "кит", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 13 }, { "id": "animal-random|ar", "n": 15, "counts": { "الأرنب": 2, "فيل": 2, "الحمار": 1, "الضبع": 1, "ثعبان": 1, "حصان": 1, "حمار": 1, "زرافة": 1, "طاوُس": 1, "غزال": 1, "قرد": 1, "قرش": 1, "نعام": 1 }, "entropyBits": 3.640224, "modalAnswer": "الأرنب", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "letter-random|zh", "n": 15, "counts": { "凌": 1, "刚": 1, "卧": 1, "圆": 1, "壮": 1, "春": 1, "玲": 1, "福": 1, "莲": 1, "蕾": 1, "蝴": 1, "走": 1, "轩": 1, "馨": 1, "龙": 1 }, "entropyBits": 3.906891, "modalAnswer": "凌", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "鱼": 3, "狐狸": 1, "猩猩": 1, "猴子": 1, "考拉": 1, "蓝鲸": 1, "虎": 1, "蛙": 1, "长颈鹿": 1, "鲸鱼": 1, "鳄鱼": 1, "鸟": 1, "鸭子": 1 }, "entropyBits": 3.589898, "modalAnswer": "鱼", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 13 }, { "id": "letter-random|ar", "n": 15, "counts": { "ت": 3, "ج": 3, "g": 1, "ح": 1, "س": 1, "ش": 1, "ص": 1, "ع": 1, "ك": 1, "ل": 1, "ن": 1 }, "entropyBits": 3.272906, "modalAnswer": "ت", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 8, "蓝": 6, "cyan": 1 }, "entropyBits": 1.272906, "modalAnswer": "蓝色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.680708 }, { "model": "openai/gpt-4o-mini", "path": "/fingerprints/openai/gpt-4o-mini/", "meanJsd": 0.688118 }, { "model": "openai/gpt-4o-2024-05-13", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "meanJsd": 0.688165 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.90817 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Nova Pro V1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "af9048bb8e7cd957fe4538523695bcf8b8e9f01c2f2e2eda9f51c3679ec7b83e" }, { "id": "anthropic/claude-3-haiku", "displayName": "Claude 3 Haiku", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-3-haiku/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 6, "dog": 4, "cat": 2, "dolphin": 1, "elephant": 1, "platypus": 1 }, "entropyBits": 2.206239, "modalAnswer": "giraffe", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 2, "dog": 2, "apple": 1, "butterfly": 1, "car": 1, "cat": 1, "dolphin": 1, "mango": 1, "pencil": 1, "protean": 1, "serendipity": 1, "snowflake": 1, "tree": 1 }, "entropyBits": 3.640224, "modalAnswer": "banana", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 4, "лев": 2, "собака": 2, "кенгуру": 1, "коала": 1, "корова": 1, "лошадь": 1, "панда": 1, "слон": 1, "🐘": 1 }, "entropyBits": 3.106891, "modalAnswer": "жираф", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "animal-random|ar", "n": 15, "counts": { "كلب": 5, "فيل": 3, "أرنب": 1, "زبرة": 1, "ضفدع": 1, "قط": 1, "قطة": 1, "لبؤة": 1, "🦒": 1 }, "entropyBits": 2.815922, "modalAnswer": "كلب", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 15, "counts": { "寺": 1, "日": 1, "木": 1, "桃": 1, "槽": 1, "橘": 1, "涟": 1, "澜": 1, "道": 1, "雨": 1, "风": 1, "飘": 1, "馒": 1, "鱼": 1, "鼎": 1 }, "entropyBits": 3.906891, "modalAnswer": "寺", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "豹": 3, "狗": 2, "狮子": 2, "猫": 2, "猪": 1, "老虎": 1, "虎": 1, "象": 1, "鸡": 1, "鼠": 1 }, "entropyBits": 3.189898, "modalAnswer": "豹", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 2, "م": 2, "ه": 2, "a": 1, "j": 1, "q": 1, "ت": 1, "ج": 1, "ز": 1, "ط": 1, "ق": 1, "ل": 1 }, "entropyBits": 3.506891, "modalAnswer": "س", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "color-random|zh", "n": 15, "counts": { "绿色": 4, "红": 3, "绿": 3, "蓝": 2, "紫": 1, "紫色": 1, "蓝色": 1 }, "entropyBits": 2.606239, "modalAnswer": "绿色", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "mistralai/mistral-medium-3-5", "path": "/fingerprints/mistralai/mistral-medium-3-5/", "meanJsd": 0.621831 }, { "model": "z-ai/glm-5-turbo", "path": "/fingerprints/z-ai/glm-5-turbo/", "meanJsd": 0.625601 }, { "model": "google/gemini-2.5-flash-lite", "path": "/fingerprints/google/gemini-2.5-flash-lite/", "meanJsd": 0.631602 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.90817 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Claude 3 Haiku LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "5fdf949943309b6ca5f100db5329a8fc92ce292d08cf39f53dfa443daf5bc551" }, { "id": "anthropic/claude-haiku-4.5", "displayName": "Claude Haiku 4.5", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-haiku-4.5/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 7, "platypus": 5, "elephant": 1, "llama": 1, "otter": 1 }, "entropyBits": 1.822816, "modalAnswer": "giraffe", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 12, "butterfly": 1, "platypus": 1, "umbrella": 1 }, "entropyBits": 1.038921, "modalAnswer": "serendipity", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 5, "лиса": 4, "ежик": 2, "барсук": 1, "кенгуру": 1, "коала": 1, "носорог": 1 }, "entropyBits": 2.466248, "modalAnswer": "жираф", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 13, "الأسد": 1, "فيل": 1 }, "entropyBits": 0.699843, "modalAnswer": "أسد", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 8, "云": 4, "莲": 1, "飞": 1, "龙": 1 }, "entropyBits": 1.773557, "modalAnswer": "梦", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "熊猫": 5, "猫鼬": 3, "长颈鹿": 3, "狐狸": 2, "企鹅": 1, "猫": 1 }, "entropyBits": 2.365596, "modalAnswer": "熊猫", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "ع": 5, "ب": 4, "ر": 1, "ز": 1, "ض": 1, "ط": 1, "ق": 1, "ك": 1 }, "entropyBits": 2.599581, "modalAnswer": "ع", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 14, "绿色": 1 }, "entropyBits": 0.353359, "modalAnswer": "紫色", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "tencent/hunyuan-a13b-instruct", "path": "/fingerprints/tencent/hunyuan-a13b-instruct/", "meanJsd": 0.586192 }, { "model": "mistralai/mistral-large-2512", "path": "/fingerprints/mistralai/mistral-large-2512/", "meanJsd": 0.598472 }, { "model": "z-ai/glm-4.7", "path": "/fingerprints/z-ai/glm-4.7/", "meanJsd": 0.605462 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|ar", "seoTitle": "Claude Haiku 4.5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 46, "evidenceHash": "5a7f1599c380bc961f9e706926295e922c31c4b831fa07cdfff9594b5cfeabbf" }, { "id": "anthropic/claude-opus-4", "displayName": "Claude Opus 4", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-opus-4/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 11, "dolphin": 2, "giraffe": 1, "octopus": 1 }, "entropyBits": 1.236641, "modalAnswer": "elephant", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "butterfly": 6, "bicycle": 3, "elephant": 2, "blueberry": 1, "harmony": 1, "kaleidoscope": 1, "rainbow": 1 }, "entropyBits": 2.42258, "modalAnswer": "butterfly", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 6, "кошка": 3, "слон": 2, "волк": 1, "енот": 1, "капибара": 1, "лиса": 1 }, "entropyBits": 2.42258, "modalAnswer": "кот", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 12, "قطة": 2, "أسد": 1 }, "entropyBits": 0.905587, "modalAnswer": "فيل", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "云": 10, "雨": 2, "风": 2, "花": 1 }, "entropyBits": 1.425605, "modalAnswer": "云", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "animal-random|zh", "n": 15, "counts": { "袋鼠": 7, "水獭": 5, "树懒": 2, "河马": 1 }, "entropyBits": 1.689482, "modalAnswer": "袋鼠", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "ك": 4, "س": 3, "م": 3, "ش": 2, "ص": 1, "ض": 1, "ق": 1 }, "entropyBits": 2.606239, "modalAnswer": "ك", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 7, "蓝": 5, "青色": 2, "紫色": 1 }, "entropyBits": 1.689482, "modalAnswer": "蓝色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "anthropic/claude-opus-4.1", "path": "/fingerprints/anthropic/claude-opus-4.1/", "meanJsd": 0.239551 }, { "model": "qwen/qwen3.5-27b", "path": "/fingerprints/qwen/qwen3.5-27b/", "meanJsd": 0.502796 }, { "model": "anthropic/claude-sonnet-4.5", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "meanJsd": 0.519012 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.587849 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "letter-random|ar", "seoTitle": "Claude Opus 4 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "94f98e311d366963c34c557fd6caded4d6049878f15a9681825993d7e2dcb28c" }, { "id": "anthropic/claude-opus-4.1", "displayName": "Claude Opus 4.1", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-opus-4.1/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 7, "octopus": 4, "penguin": 4 }, "entropyBits": 1.530125, "modalAnswer": "elephant", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "umbrella": 5, "kaleidoscope": 4, "bicycle": 3, "elephant": 1, "melody": 1, "telescope": 1 }, "entropyBits": 2.282589, "modalAnswer": "umbrella", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "капибара": 5, "кот": 4, "жираф": 2, "енот": 1, "кошка": 1, "обака": 1, "слон": 1 }, "entropyBits": 2.466248, "modalAnswer": "капибара", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 15 }, "entropyBits": 0, "modalAnswer": "فيل", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "云": 10, "花": 2, "树": 1, "雨": 1, "风": 1 }, "entropyBits": 1.558939, "modalAnswer": "云", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "水獭": 10, "袋鼠": 2, "树懒": 1, "海豚": 1, "狐狸": 1 }, "entropyBits": 1.558939, "modalAnswer": "水獭", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "letter-random|ar", "n": 15, "counts": { "ك": 7, "س": 2, "ق": 2, "م": 2, "ن": 2 }, "entropyBits": 2.063458, "modalAnswer": "ك", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 11, "蓝": 4 }, "entropyBits": 0.836641, "modalAnswer": "蓝色", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "anthropic/claude-opus-4", "path": "/fingerprints/anthropic/claude-opus-4/", "meanJsd": 0.239551 }, { "model": "anthropic/claude-sonnet-4.5", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "meanJsd": 0.51437 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.525137 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.587849 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "animal-random|ru", "seoTitle": "Claude Opus 4.1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "7868e2b264cda33a4b7f987bd4c37e7102fa56e144a308677bd50a32bffa867b" }, { "id": "anthropic/claude-opus-4.5", "displayName": "Claude Opus 4.5", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-opus-4.5/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 13, "dog": 1, "dolphin": 1 }, "entropyBits": 0.699843, "modalAnswer": "elephant", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 5, "apple": 3, "umbrella": 3, "blue": 2, "butterfly": 2 }, "entropyBits": 2.232263, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 6, "собака": 5, "лиса": 4 }, "entropyBits": 1.565596, "modalAnswer": "кошка", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 15 }, "entropyBits": 0, "modalAnswer": "فيل", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "风": 10, "龙": 5 }, "entropyBits": 0.918296, "modalAnswer": "风", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 14, "狗": 1 }, "entropyBits": 0.353359, "modalAnswer": "猫", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "ن": 12, "ع": 2, "ص": 1 }, "entropyBits": 0.905587, "modalAnswer": "ن", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 15 }, "entropyBits": 0, "modalAnswer": "蓝", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "anthropic/claude-opus-4.6", "path": "/fingerprints/anthropic/claude-opus-4.6/", "meanJsd": 0.486861 }, { "model": "qwen/qwen3.5-397b-a17b", "path": "/fingerprints/qwen/qwen3.5-397b-a17b/", "meanJsd": 0.499554 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.526769 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "word-random|en", "seoTitle": "Claude Opus 4.5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "1124c5f71b9d811115269a4215ba6a748067e8147c7fb7b79c620aba83558dcc" }, { "id": "anthropic/claude-opus-4.6", "displayName": "Claude Opus 4.6", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-opus-4.6/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "dog": 11, "tiger": 2, "eagle": 1, "elephant": 1 }, "entropyBits": 1.236641, "modalAnswer": "dog", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 7, "umbrella": 7, "blue": 1 }, "entropyBits": 1.286693, "modalAnswer": "elephant", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "animal-random|ru", "n": 15, "counts": { "капибара": 14, "лиса": 1 }, "entropyBits": 0.353359, "modalAnswer": "капибара", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|ar", "n": 15, "counts": { "فهد": 9, "قط": 5, "قطة": 1 }, "entropyBits": 1.23096, "modalAnswer": "فهد", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "龙": 11, "梦": 3, "风": 1 }, "entropyBits": 1.052982, "modalAnswer": "龙", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 14, "狐狸": 1 }, "entropyBits": 0.353359, "modalAnswer": "猫", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "ع": 15 }, "entropyBits": 0, "modalAnswer": "ع", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 15 }, "entropyBits": 0, "modalAnswer": "蓝", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "anthropic/claude-opus-4.5", "path": "/fingerprints/anthropic/claude-opus-4.5/", "meanJsd": 0.486861 }, { "model": "qwen/qwen3.5-397b-a17b", "path": "/fingerprints/qwen/qwen3.5-397b-a17b/", "meanJsd": 0.589777 }, { "model": "xiaomi/mimo-v2.5-pro", "path": "/fingerprints/xiaomi/mimo-v2.5-pro/", "meanJsd": 0.644071 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Claude Opus 4.6 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "056d812c5ca1ee09efb9f7956b93138bb411f06980352ef9f2518af0cd2efce0" }, { "id": "anthropic/claude-opus-4.7", "displayName": "Claude Opus 4.7", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-opus-4.7/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 15 }, "entropyBits": 0, "modalAnswer": "elephant", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 15 }, "entropyBits": 0, "modalAnswer": "serendipity", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 13, "кошка": 1, "лиса": 1 }, "entropyBits": 0.699843, "modalAnswer": "кот", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 10, "قط": 3, "قطة": 2 }, "entropyBits": 1.241946, "modalAnswer": "زرافة", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "风": 9, "山": 3, "樱": 2, "龙": 1 }, "entropyBits": 1.55461, "modalAnswer": "风", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "animal-random|zh", "n": 15, "counts": { "长颈鹿": 14, "熊猫": 1 }, "entropyBits": 0.353359, "modalAnswer": "长颈鹿", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "ك": 7, "م": 5, "m": 1, "ج": 1, "ر": 1 }, "entropyBits": 1.822816, "modalAnswer": "ك", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "anthropic/claude-opus-4.8", "path": "/fingerprints/anthropic/claude-opus-4.8/", "meanJsd": 0.37038 }, { "model": "anthropic/claude-sonnet-4.5", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "meanJsd": 0.552535 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.553172 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 1 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|ar", "seoTitle": "Claude Opus 4.7 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "28e84589bb4110fe8b69823b38c24de504d439c9c7191923a30522f62a34ab8e" }, { "id": "anthropic/claude-opus-4.8", "displayName": "Claude Opus 4.8", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-opus-4.8/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "dog": 15 }, "entropyBits": 0, "modalAnswer": "dog", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 15 }, "entropyBits": 0, "modalAnswer": "serendipity", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 15 }, "entropyBits": 0, "modalAnswer": "кот", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "قط": 9, "قطة": 6 }, "entropyBits": 0.970951, "modalAnswer": "قط", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 14, "counts": { "山": 6, "光": 3, "月": 3, "水": 1, "风": 1 }, "entropyBits": 2.020244, "modalAnswer": "山", "modalCount": 6, "modalShare": 0.428571, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "长颈鹿": 8, "狗": 4, "猫": 3 }, "entropyBits": 1.456565, "modalAnswer": "长颈鹿", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 10, "س": 3, "ب": 2 }, "entropyBits": 1.241946, "modalAnswer": "م", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 14, "紫色": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝色", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "anthropic/claude-opus-4.7", "path": "/fingerprints/anthropic/claude-opus-4.7/", "meanJsd": 0.37038 }, { "model": "qwen/qwen-2.5-72b-instruct", "path": "/fingerprints/qwen/qwen-2.5-72b-instruct/", "meanJsd": 0.51358 }, { "model": "openai/gpt-5.4", "path": "/fingerprints/openai/gpt-5.4/", "meanJsd": 0.517504 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 1 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Claude Opus 4.8 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "732c8e860d0b432e43186654a43b40c07785f6b331dc460e9691ddf21475f240" }, { "id": "anthropic/claude-sonnet-4", "displayName": "Claude Sonnet 4", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-sonnet-4/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 5, "penguin": 5, "giraffe": 2, "tiger": 2, "lion": 1 }, "entropyBits": 2.092272, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 14, "butterfly": 1 }, "entropyBits": 0.353359, "modalAnswer": "elephant", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 7, "слон": 6, "кенгуру": 1, "тигр": 1 }, "entropyBits": 1.562807, "modalAnswer": "жираф", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 9, "أسد": 3, "قطة": 2, "قط": 1 }, "entropyBits": 1.55461, "modalAnswer": "فيل", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "树": 6, "山": 5, "森": 2, "松": 1, "梦": 1 }, "entropyBits": 1.965596, "modalAnswer": "树", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 10, "长颈鹿": 4, "熊猫": 1 }, "entropyBits": 1.158939, "modalAnswer": "企鹅", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "ك": 8, "ج": 3, "م": 3, "ر": 1 }, "entropyBits": 1.672906, "modalAnswer": "ك", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "anthropic/claude-sonnet-4.5", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "meanJsd": 0.213879 }, { "model": "qwen/qwen3.5-flash-02-23", "path": "/fingerprints/qwen/qwen3.5-flash-02-23/", "meanJsd": 0.431271 }, { "model": "anthropic/claude-sonnet-5", "path": "/fingerprints/anthropic/claude-sonnet-5/", "meanJsd": 0.444766 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 0.459148 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|en", "seoTitle": "Claude Sonnet 4 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "d5a8a808b0523221bf5cef1aff4e2d3b24cc9a4e3f2ffd8bb457f86e454f9fda" }, { "id": "anthropic/claude-sonnet-4.5", "displayName": "Claude Sonnet 4.5", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 15 }, "entropyBits": 0, "modalAnswer": "elephant", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 14, "butterfly": 1 }, "entropyBits": 0.353359, "modalAnswer": "elephant", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 10, "дельфин": 3, "кенгуру": 1, "слон": 1 }, "entropyBits": 1.375279, "modalAnswer": "жираф", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 15 }, "entropyBits": 0, "modalAnswer": "فيل", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 4, "森": 3, "山": 2, "林": 2, "云": 1, "峰": 1, "春": 1, "松": 1 }, "entropyBits": 2.789898, "modalAnswer": "梦", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 8, "长颈鹿": 5, "熊猫": 1, "袋鼠": 1 }, "entropyBits": 1.532915, "modalAnswer": "企鹅", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 11, "ك": 4 }, "entropyBits": 0.836641, "modalAnswer": "م", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 2 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "anthropic/claude-sonnet-4", "path": "/fingerprints/anthropic/claude-sonnet-4/", "meanJsd": 0.213879 }, { "model": "anthropic/claude-opus-4.1", "path": "/fingerprints/anthropic/claude-opus-4.1/", "meanJsd": 0.51437 }, { "model": "qwen/qwen3.5-flash-02-23", "path": "/fingerprints/qwen/qwen3.5-flash-02-23/", "meanJsd": 0.516194 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 0.459148 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "letter-random|zh", "seoTitle": "Claude Sonnet 4.5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "5db70965613e270a14b9989df4b6cf5b7edfbbe17742089128900d05a0154c70" }, { "id": "anthropic/claude-sonnet-4.6", "displayName": "Claude Sonnet 4.6", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-sonnet-4.6/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 11, "giraffe": 3, "capybara": 1 }, "entropyBits": 1.052982, "modalAnswer": "elephant", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "umbrella": 9, "tree": 6 }, "entropyBits": 0.970951, "modalAnswer": "umbrella", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 15 }, "entropyBits": 0, "modalAnswer": "жираф", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 8, "قطة": 7 }, "entropyBits": 0.996792, "modalAnswer": "زرافة", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 13, "树": 1, "茶": 1 }, "entropyBits": 0.699843, "modalAnswer": "梦", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "animal-random|zh", "n": 15, "counts": { "狐狸": 11, "熊猫": 4 }, "entropyBits": 0.836641, "modalAnswer": "狐狸", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "ص": 12, "س": 2, "ش": 1 }, "entropyBits": 0.905587, "modalAnswer": "ص", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "青": 9, "紫": 6 }, "entropyBits": 0.970951, "modalAnswer": "青", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "z-ai/glm-4.6", "path": "/fingerprints/z-ai/glm-4.6/", "meanJsd": 0.626952 }, { "model": "z-ai/glm-4.5", "path": "/fingerprints/z-ai/glm-4.5/", "meanJsd": 0.632585 }, { "model": "google/gemma-4-26b-a4b-it", "path": "/fingerprints/google/gemma-4-26b-a4b-it/", "meanJsd": 0.637865 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 1 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "animal-random|en", "seoTitle": "Claude Sonnet 4.6 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "f177b08c91ca36841b993aecfd2e85521095c879c21e6d7abe48cf305ea6b21b" }, { "id": "anthropic/claude-sonnet-5", "displayName": "Claude Sonnet 5", "namespace": "anthropic", "path": "/fingerprints/anthropic/claude-sonnet-5/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 15 }, "entropyBits": 0, "modalAnswer": "elephant", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 12, "elephant": 2, "serendipity": 1 }, "entropyBits": 0.905587, "modalAnswer": "banana", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 9, "слон": 5, "жираф": 1 }, "entropyBits": 1.23096, "modalAnswer": "тигр", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 14, "فيل": 1 }, "entropyBits": 0.353359, "modalAnswer": "أسد", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "树": 12, "山": 1, "茶": 1, "虎": 1 }, "entropyBits": 1.038921, "modalAnswer": "树", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 10, "老虎": 3, "狗": 2 }, "entropyBits": 1.241946, "modalAnswer": "狮子", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "ك": 9, "ق": 4, "م": 2 }, "entropyBits": 1.338269, "modalAnswer": "ك", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.387478 }, { "model": "deepseek/deepseek-chat", "path": "/fingerprints/deepseek/deepseek-chat/", "meanJsd": 0.442975 }, { "model": "anthropic/claude-sonnet-4", "path": "/fingerprints/anthropic/claude-sonnet-4/", "meanJsd": 0.444766 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.736662 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|ar", "seoTitle": "Claude Sonnet 5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "5391b2a2cf1e0c9883d056790a8a76152483c2b64ff55a6fa562ce49a0238b83" }, { "id": "baidu/ernie-4.5-vl-424b-a47b", "displayName": "Ernie 4.5 Vl 424b A47b", "namespace": "baidu", "path": "/fingerprints/baidu/ernie-4.5-vl-424b-a47b/", "totalSamples": 118, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "zebra": 9, "giraffe": 4, "elephant": 2 }, "entropyBits": 1.338269, "modalAnswer": "zebra", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "blizzard": 6, "blimp": 4, "blossom": 3, "bungalow": 1, "jubilee": 1 }, "entropyBits": 2.02258, "modalAnswer": "blizzard", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 13, "counts": { "лев": 11, "слон": 1, "тигр": 1 }, "entropyBits": 0.773228, "modalAnswer": "лев", "modalCount": 11, "modalShare": 0.846154, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 15 }, "entropyBits": 0, "modalAnswer": "أسد", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 15 }, "entropyBits": 0, "modalAnswer": "梦", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 6, "鹿": 6, "虎": 2, "企鹅": 1 }, "entropyBits": 1.705587, "modalAnswer": "狮子", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "ك": 8, "ط": 6, "ض": 1 }, "entropyBits": 1.272906, "modalAnswer": "ك", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 15 }, "entropyBits": 0, "modalAnswer": "蓝", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "mistralai/mistral-large-2407", "path": "/fingerprints/mistralai/mistral-large-2407/", "meanJsd": 0.503094 }, { "model": "mistralai/mistral-large-2512", "path": "/fingerprints/mistralai/mistral-large-2512/", "meanJsd": 0.53777 }, { "model": "mistralai/mistral-large", "path": "/fingerprints/mistralai/mistral-large/", "meanJsd": 0.5605 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "word-random|en", "seoTitle": "Ernie 4.5 Vl 424b A47b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "f690bb332fb959fe8c727e92028a772ca41691df92239c30114ee95523bb00b7" }, { "id": "bytedance-seed/seed-1.6", "displayName": "Seed 1.6", "namespace": "bytedance-seed", "path": "/fingerprints/bytedance-seed/seed-1.6/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "penguin": 6, "elephant": 5, "giraffe": 3, "tiger": 1 }, "entropyBits": 1.781937, "modalAnswer": "penguin", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "sunflower": 11, "elephant": 3, "sunset": 1 }, "entropyBits": 1.052982, "modalAnswer": "sunflower", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 13, "лебедь": 1, "слон": 1 }, "entropyBits": 0.699843, "modalAnswer": "лев", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "فأر": 5, "فيل": 4, "فهد": 2, "قرد": 2, "بقرة": 1, "طائر": 1 }, "entropyBits": 2.332915, "modalAnswer": "فأر", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "letter-random|zh", "n": 15, "counts": { "书": 7, "云": 5, "山": 2, "休": 1 }, "entropyBits": 1.689482, "modalAnswer": "书", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "animal-random|zh", "n": 15, "counts": { "熊猫": 8, "兔子": 4, "老虎": 3 }, "entropyBits": 1.456565, "modalAnswer": "熊猫", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 13, "س": 2 }, "entropyBits": 0.56651, "modalAnswer": "ب", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "writer/palmyra-x5", "path": "/fingerprints/writer/palmyra-x5/", "meanJsd": 0.487491 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.545019 }, { "model": "qwen/qwen3.5-122b-a10b", "path": "/fingerprints/qwen/qwen3.5-122b-a10b/", "meanJsd": 0.547576 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.816341 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ar", "seoTitle": "Seed 1.6 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 38, "evidenceHash": "ac231a7a5c0dcd4bf5c7e683959d8e6ded2b13301855416bbe6724ffa6f08d13" }, { "id": "bytedance-seed/seed-1.6-flash", "displayName": "Seed 1.6 Flash", "namespace": "bytedance-seed", "path": "/fingerprints/bytedance-seed/seed-1.6-flash/", "totalSamples": 116, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 13, "counts": { "axolotl": 4, "fennec": 3, "koala": 2, "quokka": 2, "anteater": 1, "fossa": 1 }, "entropyBits": 2.411602, "modalAnswer": "axolotl", "modalCount": 4, "modalShare": 0.307692, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 14, "counts": { "apple": 7, "banana": 2, "table": 2, "book": 1, "elephant": 1, "giraffe": 1 }, "entropyBits": 2.117963, "modalAnswer": "apple", "modalCount": 7, "modalShare": 0.5, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "собака": 8, "завтра": 1, "зебра": 1, "лиса": 1, "словарь": 1, "слон": 1, "с龙马": 1, "سобака": 1 }, "entropyBits": 2.306891, "modalAnswer": "собака", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "أرنب": 3, "أسد": 2, "أضحك": 1, "أفريقي": 1, "المرقوق": 1, "الملح": 1, "النمر": 1, "ال仿若": 1, "دجاج": 1, "قرفدش": 1, "كلب": 1, "نمر": 1 }, "entropyBits": 3.456565, "modalAnswer": "أرنب", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "letter-random|zh", "n": 15, "counts": { "一": 9, "山": 2, "人": 1, "日": 1, "林": 1, "水": 1 }, "entropyBits": 1.871602, "modalAnswer": "一", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 14, "counts": { "章鱼": 11, "树懒": 1, "树袋熊": 1, "鸵鸟": 1 }, "entropyBits": 1.08923, "modalAnswer": "章鱼", "modalCount": 11, "modalShare": 0.785714, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "ن": 6, "ك": 3, "ء": 1, "ب": 1, "ر": 1, "ق": 1, "م": 1, "ي": 1 }, "entropyBits": 2.555913, "modalAnswer": "ن", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 7, "天蓝色": 3, "靛蓝": 2, "橙色": 1, "蓝色": 1, "青色": 1 }, "entropyBits": 2.146466, "modalAnswer": "紫色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "qwen/qwen3-next-80b-a3b-instruct", "path": "/fingerprints/qwen/qwen3-next-80b-a3b-instruct/", "meanJsd": 0.707884 }, { "model": "nvidia/nemotron-3-super-120b-a12b", "path": "/fingerprints/nvidia/nemotron-3-super-120b-a12b/", "meanJsd": 0.743354 }, { "model": "openai/gpt-3.5-turbo", "path": "/fingerprints/openai/gpt-3.5-turbo/", "meanJsd": 0.758953 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 1 }, "mostConcentrated": "animal-random|zh", "mostDiverse": "animal-random|ar", "seoTitle": "Seed 1.6 Flash LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "334a306d3a6c44da09bfed2fc92cc87212a50299a4899cc80e25db8e3eb1d676" }, { "id": "bytedance-seed/seed-2.0-lite", "displayName": "Seed 2.0 Lite", "namespace": "bytedance-seed", "path": "/fingerprints/bytedance-seed/seed-2.0-lite/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "penguin": 5, "platypus": 4, "fox": 2, "octopus": 2, "dolphin": 1, "otter": 1 }, "entropyBits": 2.332915, "modalAnswer": "penguin", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "whisper": 12, "crimson": 1, "sundial": 1, "wisp": 1 }, "entropyBits": 1.038921, "modalAnswer": "whisper", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 15, "counts": { "енот": 4, "жираф": 2, "коала": 2, "лиса": 2, "белый": 1, "волк": 1, "леопард": 1, "опоссум": 1, "пантера": 1 }, "entropyBits": 2.973557, "modalAnswer": "енот", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 4, "أسد": 3, "دب": 3, "زرافة": 3, "نمر": 2 }, "entropyBits": 2.289246, "modalAnswer": "فيل", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "松": 2, "桐": 2, "辙": 2, "岚": 1, "嶷": 1, "曦": 1, "杪": 1, "枫": 1, "椋": 1, "楸": 1, "樨": 1, "轩": 1 }, "entropyBits": 3.506891, "modalAnswer": "松", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "animal-random|zh", "n": 15, "counts": { "水獭": 7, "狐狸": 4, "猫": 1, "猫头鹰": 1, "穿山甲": 1, "袋熊": 1 }, "entropyBits": 2.063458, "modalAnswer": "水獭", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 14, "counts": { "ب": 5, "س": 4, "د": 2, "ح": 1, "ف": 1, "ق": 1 }, "entropyBits": 2.263809, "modalAnswer": "ب", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "藏青": 5, "靛蓝": 4, "钴蓝": 2, "墨绿": 1, "湖蓝": 1, "藏蓝": 1, "青": 1 }, "entropyBits": 2.466248, "modalAnswer": "藏青", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "moonshotai/kimi-k2.6", "path": "/fingerprints/moonshotai/kimi-k2.6/", "meanJsd": 0.712228 }, { "model": "moonshotai/kimi-k2-0905", "path": "/fingerprints/moonshotai/kimi-k2-0905/", "meanJsd": 0.726419 }, { "model": "anthropic/claude-opus-4.1", "path": "/fingerprints/anthropic/claude-opus-4.1/", "meanJsd": 0.729542 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 1 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Seed 2.0 Lite LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "ec6b67c4cffab925a617184cc6745fe1d0f9d8946a41d84978149b2392b62201" }, { "id": "bytedance-seed/seed-2.0-mini", "displayName": "Seed 2.0 Mini", "namespace": "bytedance-seed", "path": "/fingerprints/bytedance-seed/seed-2.0-mini/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "platypus": 11, "axolotl": 2, "kaka": 1, "quokka": 1 }, "entropyBits": 1.236641, "modalAnswer": "platypus", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "sunflower": 6, "umbrella": 3, "whimsical": 2, "cinnamon": 1, "octopus": 1, "spoon": 1, "umbrage": 1 }, "entropyBits": 2.42258, "modalAnswer": "sunflower", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 14, "counts": { "коала": 2, "кошка": 2, "крокодил": 2, "американский": 1, "калан": 1, "котик": 1, "курица": 1, "ламантин": 1, "лемур": 1, "носорог": 1, "пингвин": 1 }, "entropyBits": 3.378783, "modalAnswer": "коала", "modalCount": 2, "modalShare": 0.142857, "uniqueAnswers": 11 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 6, "الأسد": 2, "قطة": 2, "الذئب": 1, "حمير": 1, "دب": 1, "دلفين": 1, "فيل": 1 }, "entropyBits": 2.606239, "modalAnswer": "أسد", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 15, "counts": { "明": 4, "亮": 1, "喃": 1, "川": 1, "晴": 1, "暗": 1, "林": 1, "森": 1, "的": 1, "苍": 1, "闲": 1, "默": 1 }, "entropyBits": 3.373557, "modalAnswer": "明", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 12 }, { "id": "animal-random|zh", "n": 15, "counts": { "海狸": 3, "考拉": 3, "鸭嘴兽": 3, "企鹅": 2, "海獭": 1, "犰狳": 1, "章鱼": 1, "针鼹": 1 }, "entropyBits": 2.82258, "modalAnswer": "海狸", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 5, "ز": 3, "م": 3, "س": 1, "ط": 1, "غ": 1, "ف": 1 }, "entropyBits": 2.49893, "modalAnswer": "ب", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "天蓝色": 6, "靛蓝": 4, "天蓝": 1, "天青色": 1, "蔚蓝": 1, "藏青": 1, "藏青色": 1 }, "entropyBits": 2.339572, "modalAnswer": "天蓝色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "moonshotai/kimi-k2.6", "path": "/fingerprints/moonshotai/kimi-k2.6/", "meanJsd": 0.706843 }, { "model": "moonshotai/kimi-k2.5", "path": "/fingerprints/moonshotai/kimi-k2.5/", "meanJsd": 0.711681 }, { "model": "moonshotai/kimi-k2-0905", "path": "/fingerprints/moonshotai/kimi-k2-0905/", "meanJsd": 0.743293 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.933333 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|ru", "seoTitle": "Seed 2.0 Mini LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "fd77df82d84f8d9ccb71d02b3f1acbbd4b3231f04cbb945315ea49b00d52cafd" }, { "id": "cohere/command-a", "displayName": "Command A", "namespace": "cohere", "path": "/fingerprints/cohere/command-a/", "totalSamples": 106, "minCellSamples": 10, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 12, "consider": 1, "fox": 1, "seal": 1 }, "entropyBits": 1.038921, "modalAnswer": "elephant", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "galaxy": 2, "luminescence": 2, "asterisk": 1, "cat": 1, "cohere": 1, "elephant": 1, "ephemeral": 1, "lemon": 1, "moonlight": 1, "palindrome": 1, "perpendicular": 1, "sunshine": 1, "titanium": 1 }, "entropyBits": 3.640224, "modalAnswer": "galaxy", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|ru", "n": 13, "counts": { "енот": 3, "слон": 3, "do": 1, "in": 1, "козел": 1, "кот": 1, "лось": 1, "كوالا": 1, "कुत्ता": 1 }, "entropyBits": 2.968919, "modalAnswer": "енот", "modalCount": 3, "modalShare": 0.230769, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 13, "counts": { "الفيل": 4, "فيل": 3, "أسد": 2, "الأسد": 1, "الفهد": 1, "فقط": 1, "قنفذ": 1 }, "entropyBits": 2.565448, "modalAnswer": "الفيل", "modalCount": 4, "modalShare": 0.307692, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 13, "counts": { "山": 7, "龙": 2, "in": 1, "乐": 1, "福": 1, "见": 1 }, "entropyBits": 2.034941, "modalAnswer": "山", "modalCount": 7, "modalShare": 0.538462, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 10, "counts": { "猫": 2, "考拉": 2, "ipe": 1, "乌龟": 1, "兔子": 1, "大象": 1, "熊猫": 1, "老虎": 1 }, "entropyBits": 2.921928, "modalAnswer": "猫", "modalCount": 2, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 13, "counts": { "م": 6, "ب": 3, "ق": 2, "ج": 1, "ي": 1 }, "entropyBits": 1.987773, "modalAnswer": "م", "modalCount": 6, "modalShare": 0.461538, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 14, "counts": { "红色": 7, "蓝色": 6, "đ": 1 }, "entropyBits": 1.295836, "modalAnswer": "红色", "modalCount": 7, "modalShare": 0.5, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "qwen/qwen3-max", "path": "/fingerprints/qwen/qwen3-max/", "meanJsd": 0.571593 }, { "model": "qwen/qwen3.5-35b-a3b", "path": "/fingerprints/qwen/qwen3.5-35b-a3b/", "meanJsd": 0.577838 }, { "model": "z-ai/glm-4.7", "path": "/fingerprints/z-ai/glm-4.7/", "meanJsd": 0.582354 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 1 }, "mostConcentrated": "animal-random|en", "mostDiverse": "word-random|en", "seoTitle": "Command A LLM Fingerprint: 8-Probe Data", "seoTitleLength": 39, "evidenceHash": "69f9800440084eb46372c3cf581fc4615abadbf9ae23c73c6b7925a540aeb27c" }, { "id": "cohere/command-r-08-2024", "displayName": "Command R 08 2024", "namespace": "cohere", "path": "/fingerprints/cohere/command-r-08-2024/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "cat": 4, "dog": 3, "koala": 3, "lion": 3, "bat": 1, "wolf": 1 }, "entropyBits": 2.42258, "modalAnswer": "cat", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "tree": 3, "blush": 1, "brick": 1, "bun": 1, "dress": 1, "field": 1, "grass": 1, "green": 1, "hail": 1, "orange": 1, "puppy": 1, "rainbow": 1, "star": 1 }, "entropyBits": 3.589898, "modalAnswer": "tree", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 13 }, { "id": "animal-random|ru", "n": 15, "counts": { "бык": 1, "жираф": 1, "заяц": 1, "зебра": 1, "кот": 1, "кролик": 1, "морж": 1, "ослёзд": 1, "панда": 1, "русалка": 1, "свинья": 1, "слон": 1, "упырь": 1, "ёж": 1, "يلا": 1 }, "entropyBits": 3.906891, "modalAnswer": "бык", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|ar", "n": 15, "counts": { "نمر": 4, "سلحفاة": 2, "أرنب": 1, "ارنب": 1, "البومة": 1, "بطة": 1, "دب": 1, "زرافة": 1, "شقّ": 1, "غزال": 1, "لبؤة": 1 }, "entropyBits": 3.240224, "modalAnswer": "نمر", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "letter-random|zh", "n": 15, "counts": { "公": 1, "则": 1, "卢": 1, "客": 1, "屏": 1, "广": 1, "捂": 1, "方": 1, "犬": 1, "琼": 1, "示": 1, "米": 1, "金": 1, "队": 1, "露": 1 }, "entropyBits": 3.906891, "modalAnswer": "公", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 6, "熊": 3, "狗": 2, "狼": 1, "猴": 1, "羊": 1, "鱼": 1 }, "entropyBits": 2.42258, "modalAnswer": "猫", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 2, "ر": 2, "ع": 2, "ب": 1, "ت": 1, "د": 1, "ذ": 1, "ز": 1, "س": 1, "ن": 1, "ه": 1, "ي": 1 }, "entropyBits": 3.506891, "modalAnswer": "ج", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "color-random|zh", "n": 15, "counts": { "橙": 3, "蓝": 3, "白": 2, "红": 2, "棕": 1, "橙色": 1, "紫": 1, "绿": 1, "蓝色": 1 }, "entropyBits": 3.006239, "modalAnswer": "橙", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 } ], "nearestReferences": [ { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.673291 }, { "model": "google/gemini-2.5-flash", "path": "/fingerprints/google/gemini-2.5-flash/", "meanJsd": 0.681482 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.696703 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|ru", "seoTitle": "Command R 08 2024 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "2ff3d84c4fb2e28c72e03594fdc8c3c44a1e5105c8818679a858affee997050b" }, { "id": "cohere/command-r-plus-08-2024", "displayName": "Command R Plus 08 2024", "namespace": "cohere", "path": "/fingerprints/cohere/command-r-plus-08-2024/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 2, "fox": 2, "aardvark": 1, "dog": 1, "koala": 1, "okapi": 1, "ostrich": 1, "owl": 1, "penguin": 1, "sheep": 1, "tiger": 1, "wombat": 1, "zebra": 1 }, "entropyBits": 3.640224, "modalAnswer": "elephant", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 1, "articulate": 1, "cacophony": 1, "ennui": 1, "ethereal": 1, "fusilli": 1, "galvanize": 1, "goblin": 1, "hedgehog": 1, "hello": 1, "persimmon": 1, "plaintiff": 1, "sunburn": 1, "supercalifragilisticexpialidocious": 1, "word": 1 }, "entropyBits": 3.906891, "modalAnswer": "apple", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|ru", "n": 15, "counts": { "медведь": 2, "аист": 1, "гиена": 1, "жираф": 1, "зебра": 1, "какаду": 1, "кенгуру": 1, "лев": 1, "овца": 1, "панда": 1, "слон": 1, "совёнок": 1, "хомяк": 1, "хорёк": 1 }, "entropyBits": 3.773557, "modalAnswer": "медведь", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|ar", "n": 15, "counts": { "البطريق": 2, "البقرة": 2, "التمساح": 2, "الفيل": 2, "الأسد": 1, "الحمار": 1, "الحوت": 1, "الدلفين": 1, "الزرافة": 1, "القط": 1, "الليمور": 1 }, "entropyBits": 3.373557, "modalAnswer": "البطريق", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 11 }, { "id": "letter-random|zh", "n": 15, "counts": { "信": 2, "丁": 1, "丙": 1, "令": 1, "但": 1, "好": 1, "安": 1, "杏": 1, "栀": 1, "橡": 1, "氧": 1, "爱": 1, "禾": 1, "龙": 1 }, "entropyBits": 3.773557, "modalAnswer": "信", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|zh", "n": 15, "counts": { "熊猫": 2, "猫": 2, "兔子": 1, "斑马": 1, "河马": 1, "狗": 1, "狼": 1, "猫头鹰": 1, "猴子": 1, "虎": 1, "长颈鹿": 1, "鸟": 1, "鸵鸟": 1 }, "entropyBits": 3.640224, "modalAnswer": "熊猫", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "letter-random|ar", "n": 15, "counts": { "ر": 2, "ط": 2, "ق": 2, "ك": 2, "أ": 1, "ا": 1, "ث": 1, "ح": 1, "ص": 1, "م": 1, "ﺽ": 1 }, "entropyBits": 3.373557, "modalAnswer": "ر", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 11 }, { "id": "color-random|zh", "n": 15, "counts": { "绿色": 6, "紫色": 4, "白": 1, "白色": 1, "粉色": 1, "青草绿": 1, "黑色": 1 }, "entropyBits": 2.339572, "modalAnswer": "绿色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "x-ai/grok-4.3", "path": "/fingerprints/x-ai/grok-4.3/", "meanJsd": 0.748101 }, { "model": "mistralai/mistral-small-2603", "path": "/fingerprints/mistralai/mistral-small-2603/", "meanJsd": 0.753777 }, { "model": "meta-llama/llama-3.1-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.1-70b-instruct/", "meanJsd": 0.771705 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.90817 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Command R Plus 08 2024 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "61e59165a1f12ceb9110621f808ee06f7bf043cfe638c48a4211aa678bef5129" }, { "id": "cohere/command-r7b-12-2024", "displayName": "Command R7b 12 2024", "namespace": "cohere", "path": "/fingerprints/cohere/command-r7b-12-2024/", "totalSamples": 118, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 14, "counts": { "a": 2, "arctic": 1, "bear": 1, "blue": 1, "elephant": 1, "gibbon": 1, "giraffe": 1, "jeffrey": 1, "koala": 1, "lion": 1, "penguin": 1, "tiger": 1, "الاجتماع": 1 }, "entropyBits": 3.664498, "modalAnswer": "a", "modalCount": 2, "modalShare": 0.142857, "uniqueAnswers": 13 }, { "id": "word-random|en", "n": 14, "counts": { "random": 2, "serendipity": 2, "edge": 1, "hector": 1, "heist": 1, "july": 1, "m": 1, "mystery": 1, "quixotic": 1, "sartorial": 1, "strawberry": 1, "under": 1 }, "entropyBits": 3.521641, "modalAnswer": "random", "modalCount": 2, "modalShare": 0.142857, "uniqueAnswers": 12 }, { "id": "animal-random|ru", "n": 15, "counts": { "лис": 5, "л": 2, "волк": 1, "лемур": 1, "лисица": 1, "лисы": 1, "лопатая所使用cino": 1, "львь": 1, "львьё": 1, "лёся": 1 }, "entropyBits": 2.999581, "modalAnswer": "лис", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "animal-random|ar", "n": 15, "counts": { "الفيل": 4, "الأسد": 2, "الدببة": 2, "ال": 1, "البارز": 1, "البطة": 1, "الفهد": 1, "الكلب": 1, "فأر": 1, "老虎": 1 }, "entropyBits": 3.106891, "modalAnswer": "الفيل", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 15, "counts": { "秋": 2, "надц": 1, "善": 1, "微": 1, "晚": 1, "橙": 1, "热": 1, "球": 1, "琴": 1, "米": 1, "绿": 1, "艺": 1, "蛋": 1, "魂": 1 }, "entropyBits": 3.773557, "modalAnswer": "秋", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 3, "海豚": 2, "九龍象鱼": 1, "狐狸": 1, "狮子": 1, "老虎": 1, "豚鼠": 1, "象": 1, "青蛙": 1, "驼鹿": 1, "鳄鱼": 1, "鸵鸟": 1 }, "entropyBits": 3.456565, "modalAnswer": "猫", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 4, "ب": 2, "ج": 1, "ح": 1, "د": 1, "ز": 1, "ص": 1, "ق": 1, "م": 1, "و": 1, "ي": 1 }, "entropyBits": 3.240224, "modalAnswer": "س", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 8, "橙色": 2, "奶油色": 1, "粉红色": 1, "粉色": 1, "紫色": 1, "黑色": 1 }, "entropyBits": 2.173557, "modalAnswer": "蓝色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.70065 }, { "model": "deepseek/deepseek-v3.1-terminus", "path": "/fingerprints/deepseek/deepseek-v3.1-terminus/", "meanJsd": 0.709763 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.711214 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Command R7b 12 2024 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 49, "evidenceHash": "f17f8992df172a7e84c8825e02efd77252e1e73ca86391c9460f4d4dd8ebc9d2" }, { "id": "deepcogito/cogito-v2.1-671b", "displayName": "Cogito V2.1 671b", "namespace": "deepcogito", "path": "/fingerprints/deepcogito/cogito-v2.1-671b/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 5, "flamingo": 2, "tiger": 2, "zebra": 2, "fox": 1, "moose": 1, "octopus": 1, "penguin": 1 }, "entropyBits": 2.732915, "modalAnswer": "giraffe", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 2, "elephant": 2, "armadillo": 1, "automobile": 1, "beach": 1, "benevolence": 1, "blue": 1, "butterfly": 1, "cogito": 1, "moist": 1, "thought": 1, "umbrella": 1, "xylophone": 1 }, "entropyBits": 3.640224, "modalAnswer": "banana", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|ru", "n": 15, "counts": { "кенгуру": 2, "бабочка": 1, "барсук": 1, "бегемот": 1, "вомбат": 1, "дюгонь": 1, "жираф": 1, "зебра": 1, "капибара": 1, "кошка": 1, "лев": 1, "лягушка": 1, "сурок": 1, "тюлень": 1 }, "entropyBits": 3.773557, "modalAnswer": "кенгуру", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|ar", "n": 15, "counts": { "قط": 5, "جمل": 2, "ببغاء": 1, "خروف": 1, "زرافة": 1, "سنجاب": 1, "غزال": 1, "فهد": 1, "فيل": 1, "هرة": 1 }, "entropyBits": 2.999581, "modalAnswer": "قط", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 15, "counts": { "人": 2, "思": 2, "书": 1, "你": 1, "好": 1, "字": 1, "心": 1, "明": 1, "松": 1, "果": 1, "树": 1, "水": 1, "电": 1 }, "entropyBits": 3.640224, "modalAnswer": "人", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|zh", "n": 15, "counts": { "长颈鹿": 8, "猫": 2, "孔雀": 1, "斑马": 1, "树懒": 1, "树獭": 1, "狗": 1 }, "entropyBits": 2.173557, "modalAnswer": "长颈鹿", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 14, "counts": { "ب": 4, "م": 2, "ت": 1, "س": 1, "ط": 1, "ق": 1, "ل": 1, "ن": 1, "و": 1, "ي": 1 }, "entropyBits": 3.093069, "modalAnswer": "ب", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 10 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 7, "红色": 3, "蓝": 2, "blue": 1, "绿": 1, "绿色": 1 }, "entropyBits": 2.146466, "modalAnswer": "蓝色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "deepseek/deepseek-chat-v3.1", "path": "/fingerprints/deepseek/deepseek-chat-v3.1/", "meanJsd": 0.598875 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.615225 }, { "model": "deepseek/deepseek-v3.1-terminus", "path": "/fingerprints/deepseek/deepseek-v3.1-terminus/", "meanJsd": 0.626517 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.819965 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Cogito V2.1 671b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 46, "evidenceHash": "f6aeb106c8fc9284a2b4474c9d33802a96bb13eb77247469e1c5fb19c24b7b32" }, { "id": "deepseek/deepseek-chat", "displayName": "DeepSeek Chat", "namespace": "deepseek", "path": "/fingerprints/deepseek/deepseek-chat/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 14, "lion": 1 }, "entropyBits": 0.353359, "modalAnswer": "elephant", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 14, "banana": 1 }, "entropyBits": 0.353359, "modalAnswer": "apple", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 6, "тигр": 4, "кенгуру": 2, "крокодил": 1, "лама": 1, "лев": 1 }, "entropyBits": 2.206239, "modalAnswer": "кошка", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 13, "حصان": 1, "كلب": 1 }, "entropyBits": 0.699843, "modalAnswer": "أسد", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "水": 7, "树": 3, "随": 2, "书": 1, "好": 1, "明": 1 }, "entropyBits": 2.146466, "modalAnswer": "水", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 6, "河马": 5, "大象": 1, "斑马": 1, "熊猫": 1, "老虎": 1 }, "entropyBits": 2.09893, "modalAnswer": "狮子", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 8, "ج": 2, "س": 2, "ر": 1, "ص": 1, "م": 1 }, "entropyBits": 2.040224, "modalAnswer": "ب", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 14, "blue": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝色", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.203004 }, { "model": "anthropic/claude-sonnet-5", "path": "/fingerprints/anthropic/claude-sonnet-5/", "meanJsd": 0.442975 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.465449 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.469996 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|ru", "seoTitle": "DeepSeek Chat LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "53bd7e10fea438e53860d74848acc05d337468475279d48b7f1b6af76a3b8b4d" }, { "id": "deepseek/deepseek-chat-v3-0324", "displayName": "DeepSeek Chat V3 0324", "namespace": "deepseek", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "totalSamples": 116, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 14, "lion": 1 }, "entropyBits": 0.353359, "modalAnswer": "elephant", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 15 }, "entropyBits": 0, "modalAnswer": "apple", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 13, "counts": { "кошка": 8, "кенгуру": 2, "лев": 2, "кот": 1 }, "entropyBits": 1.546594, "modalAnswer": "кошка", "modalCount": 8, "modalShare": 0.615385, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 11, "قط": 3, "قرد": 1 }, "entropyBits": 1.052982, "modalAnswer": "أسد", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "水": 5, "山": 3, "书": 1, "好": 1, "書": 1, "木": 1, "树": 1, "永": 1, "龙": 1 }, "entropyBits": 2.815922, "modalAnswer": "水", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 6, "猫": 6, "初始理解题目": 1, "河马": 1, "豹": 1 }, "entropyBits": 1.838921, "modalAnswer": "狮子", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "letter-random|ar", "n": 13, "counts": { "ب": 9, "ج": 2, "ر": 1, "ض": 1 }, "entropyBits": 1.35203, "modalAnswer": "ب", "modalCount": 9, "modalShare": 0.692308, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 13, "红色": 1, "绿色": 1 }, "entropyBits": 0.699843, "modalAnswer": "蓝色", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "deepseek/deepseek-chat", "path": "/fingerprints/deepseek/deepseek-chat/", "meanJsd": 0.203004 }, { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.363268 }, { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.389015 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.469996 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "DeepSeek Chat V3 0324 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 51, "evidenceHash": "81328c0b8e7f9606050c48768295b101faf078555f24bcd3d0b7c312a9412d2a" }, { "id": "deepseek/deepseek-chat-v3.1", "displayName": "DeepSeek Chat V3.1", "namespace": "deepseek", "path": "/fingerprints/deepseek/deepseek-chat-v3.1/", "totalSamples": 118, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "dog": 3, "giraffe": 3, "elephant": 2, "camel": 1, "cat": 1, "cheetah": 1, "horse": 1, "squirrel": 1, "tiger": 1, "zebra": 1 }, "entropyBits": 3.139572, "modalAnswer": "dog", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 5, "blue": 4, "banana": 1, "dog": 1, "elephant": 1, "jabberwocky": 1, "serendipity": 1, "table": 1 }, "entropyBits": 2.599581, "modalAnswer": "apple", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 6, "барсук": 1, "капибара": 1, "кенгуру": 1, "козёл": 1, "лев": 1, "свинья": 1, "слон": 1, "утконос": 1, "хомяк": 1 }, "entropyBits": 2.872906, "modalAnswer": "кошка", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 10 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 3, "الأسد": 3, "سمك": 2, "فيل": 2, "سمكة": 1, "غزال": 1, "فَيل": 1, "قط": 1, "قطة": 1 }, "entropyBits": 3.006239, "modalAnswer": "أسد", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 14, "counts": { "字": 3, "汉": 3, "随": 2, "一": 1, "你": 1, "山": 1, "我": 1, "的": 1, "笔": 1 }, "entropyBits": 2.985228, "modalAnswer": "字", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 7, "狮子": 2, "马": 2, "giraffe": 1, "斑马": 1, "牛": 1, "狗": 1 }, "entropyBits": 2.330125, "modalAnswer": "猫", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 14, "counts": { "ي": 4, "م": 3, "د": 2, "ج": 1, "ز": 1, "س": 1, "ظ": 1, "ع": 1 }, "entropyBits": 2.753434, "modalAnswer": "ي", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 11, "红色": 2, "red": 1, "蓝": 1 }, "entropyBits": 1.236641, "modalAnswer": "蓝色", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "x-ai/grok-4.3", "path": "/fingerprints/x-ai/grok-4.3/", "meanJsd": 0.511705 }, { "model": "deepseek/deepseek-v3.2-exp", "path": "/fingerprints/deepseek/deepseek-v3.2-exp/", "meanJsd": 0.514051 }, { "model": "qwen/qwen-2.5-72b-instruct", "path": "/fingerprints/qwen/qwen-2.5-72b-instruct/", "meanJsd": 0.524528 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|en", "seoTitle": "DeepSeek Chat V3.1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "36bda80314ffa977ebc5eb9eeff67f4ff5f97b943218f8a9fccdf494e729a29d" }, { "id": "deepseek/deepseek-v3.1-terminus", "displayName": "DeepSeek V3.1 Terminus", "namespace": "deepseek", "path": "/fingerprints/deepseek/deepseek-v3.1-terminus/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 11, "lion": 2, "dog": 1, "zebra": 1 }, "entropyBits": 1.236641, "modalAnswer": "elephant", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "blue": 5, "pencil": 2, "serendipity": 2, "apple": 1, "blueberry": 1, "butterfly": 1, "random": 1, "red": 1, "sunflower": 1 }, "entropyBits": 2.866248, "modalAnswer": "blue", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 4, "слон": 3, "жираф": 2, "акула": 1, "кенгуру": 1, "койот": 1, "крокодил": 1, "лось": 1, "тигр": 1 }, "entropyBits": 2.923231, "modalAnswer": "кошка", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "قط": 6, "قطة": 2, "كنغر": 2, "الفيل": 1, "حصان": 1, "غزال": 1, "فرس": 1, "هرميس": 1 }, "entropyBits": 2.606239, "modalAnswer": "قط", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 15, "counts": { "好": 3, "书": 2, "字": 2, "汉": 2, "人": 1, "明": 1, "水": 1, "海": 1, "火": 1, "的": 1 }, "entropyBits": 3.189898, "modalAnswer": "好", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "狗": 3, "袋鼠": 3, "兔子": 1, "大象": 1, "树懒": 1, "海豚": 1, "犀牛": 1, "狐狸": 1, "狐獴": 1, "猫": 1, "象": 1 }, "entropyBits": 3.272906, "modalAnswer": "狗", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 3, "د": 3, "ب": 2, "ز": 2, "أ": 1, "ر": 1, "س": 1, "ق": 1, "و": 1 }, "entropyBits": 3.006239, "modalAnswer": "ج", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 13, "红色": 2 }, "entropyBits": 0.56651, "modalAnswer": "蓝色", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "deepseek/deepseek-v3.2", "path": "/fingerprints/deepseek/deepseek-v3.2/", "meanJsd": 0.423561 }, { "model": "deepseek/deepseek-v3.2-exp", "path": "/fingerprints/deepseek/deepseek-v3.2-exp/", "meanJsd": 0.456447 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.525573 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.8 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|zh", "seoTitle": "DeepSeek V3.1 Terminus LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "22de71804b41bc0143ac7c4e9afc0e26f2350586ff1b9d02fdeabd1844ee6cbb" }, { "id": "deepseek/deepseek-v3.2", "displayName": "DeepSeek V3.2", "namespace": "deepseek", "path": "/fingerprints/deepseek/deepseek-v3.2/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 4, "dog": 3, "lion": 3, "cat": 2, "koala": 2, "cheetah": 1 }, "entropyBits": 2.472906, "modalAnswer": "elephant", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "book": 4, "apple": 3, "cat": 2, "chandelier": 1, "chaos": 1, "mountain": 1, "paper": 1, "serendipity": 1, "table": 1 }, "entropyBits": 2.923231, "modalAnswer": "book", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "собака": 3, "тигр": 3, "кошка": 2, "жираф": 1, "кит": 1, "кот": 1, "крокодил": 1, "ленивец": 1, "лиса": 1, "слон": 1 }, "entropyBits": 3.139572, "modalAnswer": "собака", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|ar", "n": 15, "counts": { "قط": 7, "أسد": 1, "ثعلب": 1, "طائر": 1, "فهد": 1, "قرد": 1, "قطة": 1, "كنغر": 1, "نمر": 1 }, "entropyBits": 2.596792, "modalAnswer": "قط", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 14, "counts": { "好": 4, "书": 2, "字": 2, "乙": 1, "墨": 1, "梦": 1, "永": 1, "淼": 1, "龍": 1 }, "entropyBits": 2.950212, "modalAnswer": "好", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "海豚": 2, "狗": 2, "猫": 2, "斑马": 1, "松鼠": 1, "狐狸": 1, "狮子": 1, "狼": 1, "猎豹": 1, "老虎": 1, "虎": 1, "马": 1 }, "entropyBits": 3.506891, "modalAnswer": "海豚", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 4, "ي": 3, "ز": 2, "ل": 2, "أ": 1, "ب": 1, "د": 1, "ن": 1 }, "entropyBits": 2.789898, "modalAnswer": "ج", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 12, "红色": 3 }, "entropyBits": 0.721928, "modalAnswer": "蓝色", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "deepseek/deepseek-v3.1-terminus", "path": "/fingerprints/deepseek/deepseek-v3.1-terminus/", "meanJsd": 0.423561 }, { "model": "deepseek/deepseek-v3.2-exp", "path": "/fingerprints/deepseek/deepseek-v3.2-exp/", "meanJsd": 0.426251 }, { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.497739 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.8 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|zh", "seoTitle": "DeepSeek V3.2 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "b087d79ccfeec17a74d4de9da45a74f5b6929dd096b9153dad248e41ecbfeded" }, { "id": "deepseek/deepseek-v3.2-exp", "displayName": "DeepSeek V3.2 Exp", "namespace": "deepseek", "path": "/fingerprints/deepseek/deepseek-v3.2-exp/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "dog": 6, "elephant": 3, "giraffe": 2, "cheetah": 1, "lion": 1, "rabbit": 1, "tiger": 1 }, "entropyBits": 2.42258, "modalAnswer": "dog", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "word-random|en", "n": 15, "counts": { "blue": 3, "blossom": 1, "book": 1, "cat": 1, "chair": 1, "gravity": 1, "paper": 1, "phonograph": 1, "spoon": 1, "table": 1, "tapestry": 1, "tree": 1, "umbrella": 1 }, "entropyBits": 3.589898, "modalAnswer": "blue", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 13 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 4, "кошка": 2, "бегемот": 1, "бобр": 1, "гепард": 1, "жираф": 1, "кенгуру": 1, "кит": 1, "койот": 1, "крокодил": 1, "утконос": 1 }, "entropyBits": 3.240224, "modalAnswer": "слон", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "animal-random|ar", "n": 15, "counts": { "كلب": 5, "أسد": 3, "قط": 2, "قطة": 2, "الكلب": 1, "حمار": 1, "فراشة": 1 }, "entropyBits": 2.549255, "modalAnswer": "كلب", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "书": 3, "好": 2, "字": 2, "亖": 1, "人": 1, "启": 1, "永": 1, "汉字": 1, "的": 1, "龍": 1, "龙": 1 }, "entropyBits": 3.323231, "modalAnswer": "书", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 4, "老虎": 3, "狗": 2, "大象": 1, "狮子": 1, "章鱼": 1, "羚羊": 1, "袋鼠": 1, "鹿": 1 }, "entropyBits": 2.923231, "modalAnswer": "猫", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "letter-random|ar", "n": 15, "counts": { "ز": 3, "ل": 2, "أ": 1, "ج": 1, "د": 1, "ص": 1, "ط": 1, "ك": 1, "م": 1, "ن": 1, "ه": 1, "و": 1 }, "entropyBits": 3.456565, "modalAnswer": "ز", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 8, "红色": 7 }, "entropyBits": 0.996792, "modalAnswer": "蓝色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "deepseek/deepseek-v3.2", "path": "/fingerprints/deepseek/deepseek-v3.2/", "meanJsd": 0.426251 }, { "model": "deepseek/deepseek-v3.1-terminus", "path": "/fingerprints/deepseek/deepseek-v3.1-terminus/", "meanJsd": 0.456447 }, { "model": "deepseek/deepseek-chat-v3.1", "path": "/fingerprints/deepseek/deepseek-chat-v3.1/", "meanJsd": 0.514051 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.654516 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "DeepSeek V3.2 Exp LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "643b8e57742264fee223d879bc5bb55cb2bed52fd9ab58206029517f5ce14a9b" }, { "id": "deepseek/deepseek-v4-flash", "displayName": "DeepSeek V4 Flash", "namespace": "deepseek", "path": "/fingerprints/deepseek/deepseek-v4-flash/", "totalSamples": 115, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 5, "cat": 2, "bear": 1, "dog": 1, "dolphin": 1, "fox": 1, "giraffe": 1, "kangaroo": 1, "penguin": 1, "rabbit": 1 }, "entropyBits": 2.999581, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "word-random|en", "n": 14, "counts": { "bicycle": 1, "dog": 1, "encyclopedia": 1, "giraffe": 1, "grasshopper": 1, "laptop": 1, "lemon": 1, "oxygen": 1, "sofa": 1, "sunset": 1, "synagogue": 1, "table": 1, "telephone": 1, "telescope": 1 }, "entropyBits": 3.807355, "modalAnswer": "bicycle", "modalCount": 1, "modalShare": 0.071429, "uniqueAnswers": 14 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 5, "кошка": 2, "лиса": 2, "слон": 2, "жираф": 1, "кенгуру": 1, "коала": 1, "орёл": 1 }, "entropyBits": 2.732915, "modalAnswer": "лев", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 14, "counts": { "فيل": 4, "أسد": 1, "الفيل": 1, "حصان": 1, "دب": 1, "زرافة": 1, "غزال": 1, "فراشة": 1, "فرس": 1, "قط": 1, "كلب": 1 }, "entropyBits": 3.235926, "modalAnswer": "فيل", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 11 }, { "id": "letter-random|zh", "n": 15, "counts": { "井": 1, "凛": 1, "垚": 1, "埇": 1, "年": 1, "景": 1, "朔": 1, "泊": 1, "泼": 1, "猫": 1, "蛆": 1, "蜡": 1, "趵": 1, "蹇": 1, "飞": 1 }, "entropyBits": 3.906891, "modalAnswer": "井", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 14, "counts": { "大象": 4, "狗": 3, "长颈鹿": 2, "狮子": 1, "猫": 1, "老虎": 1, "袋鼠": 1, "马": 1 }, "entropyBits": 2.753434, "modalAnswer": "大象", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 13, "counts": { "أ": 3, "م": 2, "ب": 1, "ج": 1, "ح": 1, "د": 1, "ذ": 1, "س": 1, "ق": 1, "ي": 1 }, "entropyBits": 3.180833, "modalAnswer": "أ", "modalCount": 3, "modalShare": 0.230769, "uniqueAnswers": 10 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 10, "蓝": 3, "橙色": 1, "紫": 1 }, "entropyBits": 1.375279, "modalAnswer": "蓝色", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "x-ai/grok-4.20", "path": "/fingerprints/x-ai/grok-4.20/", "meanJsd": 0.546779 }, { "model": "qwen/qwen3.6-35b-a3b", "path": "/fingerprints/qwen/qwen3.6-35b-a3b/", "meanJsd": 0.553463 }, { "model": "amazon/nova-premier-v1", "path": "/fingerprints/amazon/nova-premier-v1/", "meanJsd": 0.561627 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "DeepSeek V4 Flash LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "ee782ebc569c1b0e1a699da144d24b32e41d2e7bce490b74d1288733bb4e3436" }, { "id": "deepseek/deepseek-v4-pro", "displayName": "DeepSeek V4 Pro", "namespace": "deepseek", "path": "/fingerprints/deepseek/deepseek-v4-pro/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 6, "giraffe": 2, "platypus": 2, "dog": 1, "dolphin": 1, "okapi": 1, "orangutan": 1, "penguin": 1 }, "entropyBits": 2.606239, "modalAnswer": "elephant", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 3, "flower": 2, "pineapple": 2, "friedrichshafen": 1, "giraffe": 1, "keyboard": 1, "pencil": 1, "serendipity": 1, "sonder": 1, "sunshine": 1, "wisteria": 1 }, "entropyBits": 3.323231, "modalAnswer": "apple", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 3, "панда": 3, "слон": 3, "зебра": 1, "ленивец": 1, "оцелот": 1, "собака": 1, "тигр": 1, "ягуар": 1 }, "entropyBits": 2.955913, "modalAnswer": "кошка", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "ثعلب": 3, "قط": 2, "خروف": 1, "دلفين": 1, "زرافة": 1, "طائر": 1, "فرس": 1, "فهد": 1, "فيل": 1, "قرد": 1, "كلب": 1, "نمر": 1 }, "entropyBits": 3.456565, "modalAnswer": "ثعلب", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "letter-random|zh", "n": 15, "counts": { "星": 4, "泉": 3, "山": 1, "森": 1, "水": 1, "爱": 1, "竹": 1, "茨": 1, "蓝": 1, "韵": 1 }, "entropyBits": 3.056565, "modalAnswer": "星", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "大象": 4, "企鹅": 3, "猫": 3, "狗": 1, "狼": 1, "老虎": 1, "袋鼠": 1, "鲸鱼": 1 }, "entropyBits": 2.739572, "modalAnswer": "大象", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 3, "ت": 2, "د": 2, "ج": 1, "خ": 1, "س": 1, "ظ": 1, "غ": 1, "ك": 1, "م": 1, "ه": 1 }, "entropyBits": 3.323231, "modalAnswer": "ب", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "color-random|zh", "n": 15, "counts": { "蔚蓝": 5, "靛蓝": 5, "碧蓝": 1, "紫色": 1, "钴蓝": 1, "青色": 1, "靛色": 1 }, "entropyBits": 2.358939, "modalAnswer": "蔚蓝", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.606579 }, { "model": "moonshotai/kimi-k2-0905", "path": "/fingerprints/moonshotai/kimi-k2-0905/", "meanJsd": 0.623151 }, { "model": "minimax/minimax-01", "path": "/fingerprints/minimax/minimax-01/", "meanJsd": 0.625018 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ar", "seoTitle": "DeepSeek V4 Pro LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "35e6d2299e63e82bcc7c2e821c30bfd85df6c08551e9e1d8892f9b0ae3100d1f" }, { "id": "google/gemini-2.5-flash", "displayName": "Gemini 2.5 Flash", "namespace": "google", "path": "/fingerprints/google/gemini-2.5-flash/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "cat": 4, "dog": 4, "lion": 3, "tiger": 2, "elephant": 1, "penguin": 1 }, "entropyBits": 2.389898, "modalAnswer": "cat", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 4, "pineapple": 2, "chair": 1, "computer": 1, "forest": 1, "laptop": 1, "pen": 1, "placid": 1, "platypus": 1, "pneumonoultramicroscopicsilicovolcanoconiosis": 1, "window": 1 }, "entropyBits": 3.240224, "modalAnswer": "apple", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 3, "волк": 2, "зебра": 2, "вомбат": 1, "енот": 1, "кенгуру": 1, "кошка": 1, "медведь": 1, "мышь": 1, "панда": 1, "собака": 1 }, "entropyBits": 3.323231, "modalAnswer": "лев", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|ar", "n": 15, "counts": { "فهد": 3, "أرنب": 2, "الباندا": 2, "كلب": 2, "أسد": 1, "الكنغر": 1, "فيل": 1, "قرد": 1, "قنفذ": 1, "نمر": 1 }, "entropyBits": 3.189898, "modalAnswer": "فهد", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 15, "counts": { "是": 5, "的": 3, "人": 1, "发": 1, "口": 1, "好": 1, "我": 1, "磭": 1, "饕": 1 }, "entropyBits": 2.815922, "modalAnswer": "是", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 7, "狗": 3, "海鸥": 1, "狮子": 1, "老虎": 1, "虎": 1, "蛇": 1 }, "entropyBits": 2.279799, "modalAnswer": "猫", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "و": 3, "أ": 2, "د": 2, "ز": 2, "ك": 2, "c": 1, "ب": 1, "ج": 1, "م": 1 }, "entropyBits": 3.056565, "modalAnswer": "و", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 4, "蓝": 3, "橙色": 2, "红": 2, "黄色": 2, "红色": 1, "绿色": 1 }, "entropyBits": 2.656565, "modalAnswer": "蓝色", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.551999 }, { "model": "qwen/qwen3-30b-a3b-instruct-2507", "path": "/fingerprints/qwen/qwen3-30b-a3b-instruct-2507/", "meanJsd": 0.554408 }, { "model": "qwen/qwen3.5-plus-20260420", "path": "/fingerprints/qwen/qwen3.5-plus-20260420/", "meanJsd": 0.555518 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "animal-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Gemini 2.5 Flash LLM Fingerprint: 8-Probe Data", "seoTitleLength": 46, "evidenceHash": "271e70a8b542ffa80c2fce5e7176abea2471b7f1c3584d16f3d1e0ce0f8c4793" }, { "id": "google/gemini-2.5-flash-lite", "displayName": "Gemini 2.5 Flash Lite", "namespace": "google", "path": "/fingerprints/google/gemini-2.5-flash-lite/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "3": 1, "10": 1, "giraffe": 4, "kangaroo": 2, "capybara": 1, "dolphin": 1, "elephant": 1, "ocelot": 1, "panda": 1, "pangolin": 1, "zebra": 1 }, "entropyBits": 3.240224, "modalAnswer": "giraffe", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "word-random|en", "n": 15, "counts": { "10": 1, "137": 1, "192": 1, "elephant": 1, "flabbergast": 1, "gargle": 1, "grape": 1, "grumble": 1, "kitten": 1, "quokka": 1, "spoon": 1, "table": 1, "umbrella": 1, "zephyr": 1, "zouave": 1 }, "entropyBits": 3.906891, "modalAnswer": "10", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 4, "тигр": 4, "жираф": 2, "слон": 2, "кот": 1, "лось": 1, "рысь": 1 }, "entropyBits": 2.573557, "modalAnswer": "лев", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 4, "فيل": 3, "أسد": 2, "زرافة": 2, "قط": 2, "أرنب": 1, "ببر": 1 }, "entropyBits": 2.656565, "modalAnswer": "قطة", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 3, "森": 3, "风": 2, "之": 1, "你": 1, "天": 1, "明": 1, "木": 1, "李": 1, "海": 1 }, "entropyBits": 3.139572, "modalAnswer": "山", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 9, "狗": 2, "斑马": 1, "熊": 1, "狮子": 1, "豹": 1 }, "entropyBits": 1.871602, "modalAnswer": "猫", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 2, "ز": 2, "ش": 2, "ت": 1, "ث": 1, "خ": 1, "س": 1, "ص": 1, "ض": 1, "ع": 1, "ف": 1, "ق": 1 }, "entropyBits": 3.506891, "modalAnswer": "ب", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 7, "蓝色": 5, "橙色": 1, "紫": 1, "紫色": 1 }, "entropyBits": 1.822816, "modalAnswer": "蓝", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "openai/gpt-5.4-mini", "path": "/fingerprints/openai/gpt-5.4-mini/", "meanJsd": 0.485173 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.50524 }, { "model": "openai/gpt-5-chat", "path": "/fingerprints/openai/gpt-5-chat/", "meanJsd": 0.520565 } ], "strongestDifference": { "id": "word-random|en", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Gemini 2.5 Flash Lite LLM Fingerprint: 8-Probe Data", "seoTitleLength": 51, "evidenceHash": "af76f5c6323f3041555672c34ba2e0caa813b63c83f2b9199f14fde1dd4b87aa" }, { "id": "google/gemini-3.1-flash-lite", "displayName": "Gemini 3.1 Flash Lite", "namespace": "google", "path": "/fingerprints/google/gemini-3.1-flash-lite/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 9, "tiger": 4, "elephants": 1, "penguin": 1 }, "entropyBits": 1.471602, "modalAnswer": "elephant", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "mountain": 4, "cloud": 2, "nebula": 2, "bicycle": 1, "breeze": 1, "galaxy": 1, "labyrinth": 1, "luminous": 1, "sunset": 1, "table": 1 }, "entropyBits": 3.106891, "modalAnswer": "mountain", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 15 }, "entropyBits": 0, "modalAnswer": "жираф", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 7, "فيل": 6, "نمر": 2 }, "entropyBits": 1.429473, "modalAnswer": "أسد", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 7, "猫": 3, "岚": 1, "杳": 1, "雾": 1, "风": 1, "鼎": 1 }, "entropyBits": 2.279799, "modalAnswer": "梦", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 11, "猫": 2, "熊猫": 1, "老虎": 1 }, "entropyBits": 1.236641, "modalAnswer": "企鹅", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 14, "ص": 1 }, "entropyBits": 0.353359, "modalAnswer": "س", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "color-random|zh", "n": 15, "counts": { "青色": 7, "紫色": 3, "靛青": 2, "绿色": 1, "翠绿": 1, "蓝色": 1 }, "entropyBits": 2.146466, "modalAnswer": "青色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "google/gemma-4-26b-a4b-it", "path": "/fingerprints/google/gemma-4-26b-a4b-it/", "meanJsd": 0.486924 }, { "model": "z-ai/glm-4.6", "path": "/fingerprints/z-ai/glm-4.6/", "meanJsd": 0.575408 }, { "model": "anthropic/claude-sonnet-4.5", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "meanJsd": 0.575994 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 0.82332 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "word-random|en", "seoTitle": "Gemini 3.1 Flash Lite LLM Fingerprint: 8-Probe Data", "seoTitleLength": 51, "evidenceHash": "b65904a189559b6a833045b1361f8341dde24efd81724c3226173a50b18b3fea" }, { "id": "google/gemma-2-27b-it", "displayName": "Gemma 2 27b It", "namespace": "google", "path": "/fingerprints/google/gemma-2-27b-it/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 5, "giraffe": 5, "dolphin": 2, "kangaroo": 2, "cat": 1 }, "entropyBits": 2.092272, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "ocean": 3, "apple": 2, "butterfly": 2, "banana": 1, "bloviating": 1, "rainbow": 1, "serenity": 1, "sky": 1, "toaster": 1, "tree": 1, "unicorn": 1 }, "entropyBits": 3.323231, "modalAnswer": "ocean", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 4, "слон": 3, "кошка": 1, "лев": 1, "леопард": 1, "лиса": 1, "лошадь": 1, "сло": 1, "слоней": 1, "тигр": 1 }, "entropyBits": 3.056565, "modalAnswer": "кот", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 9, "قط": 6 }, "entropyBits": 0.970951, "modalAnswer": "قطة", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 3, "林": 2, "树": 2, "七": 1, "好": 1, "宁": 1, "安": 1, "思": 1, "木": 1, "爱": 1, "言": 1 }, "entropyBits": 3.323231, "modalAnswer": "山", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 13, "大象": 1, "斑马": 1 }, "entropyBits": 0.699843, "modalAnswer": "猫", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "q": 7, "k": 3, "j": 2, "b": 1, "f": 1, "p": 1 }, "entropyBits": 2.146466, "modalAnswer": "q", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 8, "绿色": 5, "蓝色": 2 }, "entropyBits": 1.399581, "modalAnswer": "紫色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.530166 }, { "model": "x-ai/grok-4.3", "path": "/fingerprints/x-ai/grok-4.3/", "meanJsd": 0.555265 }, { "model": "z-ai/glm-4.6v", "path": "/fingerprints/z-ai/glm-4.6v/", "meanJsd": 0.564775 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Gemma 2 27b It LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "ccfb26b1faaa9d50d9a1cd900cee7b8c25d730d90c8ac5027ae05bea8e1ff3c0" }, { "id": "google/gemma-3-12b-it", "displayName": "Gemma 3 12b It", "namespace": "google", "path": "/fingerprints/google/gemma-3-12b-it/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "dog": 13, "elephant": 2 }, "entropyBits": 0.56651, "modalAnswer": "dog", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 5, "purple": 5, "banana": 2, "balloon": 1, "table": 1, "window": 1 }, "entropyBits": 2.225605, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "собака": 14, "кошка": 1 }, "entropyBits": 0.353359, "modalAnswer": "собака", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|ar", "n": 15, "counts": { "حصان": 12, "أسد": 1, "تمساح": 1, "قرد": 1 }, "entropyBits": 1.038921, "modalAnswer": "حصان", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "木": 5, "爱": 4, "树": 2, "云": 1, "山": 1, "猫": 1, "雨": 1 }, "entropyBits": 2.466248, "modalAnswer": "木", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "狗": 7, "猫": 7, "老虎": 1 }, "entropyBits": 1.286693, "modalAnswer": "狗", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "ق": 4, "ب": 3, "ظ": 2, "e": 1, "أ": 1, "ح": 1, "د": 1, "ن": 1, "ي": 1 }, "entropyBits": 2.923231, "modalAnswer": "ق", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 14, "绿色": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝色", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "google/gemma-3-4b-it", "path": "/fingerprints/google/gemma-3-4b-it/", "meanJsd": 0.431775 }, { "model": "qwen/qwen-2.5-72b-instruct", "path": "/fingerprints/qwen/qwen-2.5-72b-instruct/", "meanJsd": 0.49279 }, { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.603768 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 0.879679 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "letter-random|ar", "seoTitle": "Gemma 3 12b It LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "5279bd7212e12e34662954a003082d94cc8f2c2e8f368aefca6fa5bb6cfa190b" }, { "id": "google/gemma-3-27b-it", "displayName": "Gemma 3 27b It", "namespace": "google", "path": "/fingerprints/google/gemma-3-27b-it/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "otter": 10, "dog": 3, "elephant": 1, "penguin": 1 }, "entropyBits": 1.375279, "modalAnswer": "otter", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 6, "serendipity": 5, "purple": 2, "banana": 1, "elephant": 1 }, "entropyBits": 1.965596, "modalAnswer": "apple", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "волк": 7, "енот": 2, "белка": 1, "кошка": 1, "лиса": 1, "панда": 1, "слон": 1, "собака": 1 }, "entropyBits": 2.463458, "modalAnswer": "волк", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 5, "كلب": 3, "قط": 2, "نمر": 2, "plant": 1, "أرنب": 1, "بيتزا": 1 }, "entropyBits": 2.549255, "modalAnswer": "قطة", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "树": 7, "森": 5, "林": 1, "猫": 1, "花": 1 }, "entropyBits": 1.822816, "modalAnswer": "树", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 14, "thought": 1 }, "entropyBits": 0.353359, "modalAnswer": "猫", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 14, "counts": { "س": 5, "ج": 4, "g": 3, "ر": 1, "ع": 1 }, "entropyBits": 2.067031, "modalAnswer": "س", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 14, "29b53": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝色", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "qwen/qwen3.6-27b", "path": "/fingerprints/qwen/qwen3.6-27b/", "meanJsd": 0.517657 }, { "model": "openai/gpt-5.4", "path": "/fingerprints/openai/gpt-5.4/", "meanJsd": 0.517796 }, { "model": "inception/mercury-2", "path": "/fingerprints/inception/mercury-2/", "meanJsd": 0.535831 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 0.933333 }, "mostConcentrated": "animal-random|zh", "mostDiverse": "animal-random|ar", "seoTitle": "Gemma 3 27b It LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "44a18acf6131366fbd7669294266be861b8635d917c679fa0baa00cc084d01b1" }, { "id": "google/gemma-3-4b-it", "displayName": "Gemma 3 4b It", "namespace": "google", "path": "/fingerprints/google/gemma-3-4b-it/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 14, "rabbit": 1 }, "entropyBits": 0.353359, "modalAnswer": "elephant", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "purple": 12, "elephant": 1, "orange": 1, "serenity": 1 }, "entropyBits": 1.038921, "modalAnswer": "purple", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 15, "counts": { "собака": 10, "кот": 4, "лев": 1 }, "entropyBits": 1.158939, "modalAnswer": "собака", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 4, "الأسد": 2, "فيل": 2, "قطة": 2, "نمر": 2, "الفهد": 1, "الفيل": 1, "طاووس": 1 }, "entropyBits": 2.840224, "modalAnswer": "أسد", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 15, "counts": { "木": 12, "一": 2, "日": 1 }, "entropyBits": 0.905587, "modalAnswer": "木", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "animal-random|zh", "n": 15, "counts": { "狗": 4, "猫": 4, "企鹅": 2, "老虎": 2, "乌龟": 1, "小狗": 1, "蓝鲸": 1 }, "entropyBits": 2.573557, "modalAnswer": "狗", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "ق": 7, "ز": 3, "و": 2, "ب": 1, "ج": 1, "ك": 1 }, "entropyBits": 2.146466, "modalAnswer": "ق", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 13, "绿色": 2 }, "entropyBits": 0.56651, "modalAnswer": "蓝色", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "google/gemma-3-12b-it", "path": "/fingerprints/google/gemma-3-12b-it/", "meanJsd": 0.431775 }, { "model": "google/gemma-3n-e4b-it", "path": "/fingerprints/google/gemma-3n-e4b-it/", "meanJsd": 0.506456 }, { "model": "inclusionai/ling-2.6-1t", "path": "/fingerprints/inclusionai/ling-2.6-1t/", "meanJsd": 0.53147 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 0.879679 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|ar", "seoTitle": "Gemma 3 4b It LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "0fe4f7cd4b3f7864ba3f0db9d393905824b6afecf23fafeed8c1bbf454180627" }, { "id": "google/gemma-3n-e4b-it", "displayName": "Gemma 3n E4b It", "namespace": "google", "path": "/fingerprints/google/gemma-3n-e4b-it/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 15 }, "entropyBits": 0, "modalAnswer": "elephant", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 9, "azure": 2, "ubiquitous": 2, "ephemeral": 1, "petunia": 1 }, "entropyBits": 1.738269, "modalAnswer": "serendipity", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "волк": 7, "лев": 3, "собака": 3, "кот": 1, "кролик": 1 }, "entropyBits": 1.962807, "modalAnswer": "волк", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 8, "قطة": 4, "أرنب": 1, "أسد": 1, "قط": 1 }, "entropyBits": 1.773557, "modalAnswer": "فيل", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 7, "云": 6, "木": 2 }, "entropyBits": 1.429473, "modalAnswer": "山", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 13, "企鹅": 1, "海豚": 1 }, "entropyBits": 0.699843, "modalAnswer": "猫", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 5, "ب": 4, "ق": 2, "q": 1, "إ": 1, "ص": 1, "ك": 1 }, "entropyBits": 2.466248, "modalAnswer": "ج", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "橙色": 9, "蓝色": 5, "紫色": 1 }, "entropyBits": 1.23096, "modalAnswer": "橙色", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-05-13", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "meanJsd": 0.477525 }, { "model": "google/gemma-3-4b-it", "path": "/fingerprints/google/gemma-3-4b-it/", "meanJsd": 0.506456 }, { "model": "qwen/qwen3.5-122b-a10b", "path": "/fingerprints/qwen/qwen3.5-122b-a10b/", "meanJsd": 0.506854 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 0.89183 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|ar", "seoTitle": "Gemma 3n E4b It LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "ccdb822e718135d13afa51ae8e026a40fb56b2dc24f0763924d48d28967945c7" }, { "id": "google/gemma-4-26b-a4b-it", "displayName": "Gemma 4 26b A4b It", "namespace": "google", "path": "/fingerprints/google/gemma-4-26b-a4b-it/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "capybara": 13, "elephant": 2 }, "entropyBits": 0.56651, "modalAnswer": "capybara", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "nebula": 7, "labyrinth": 4, "galaxy": 3, "horizon": 1 }, "entropyBits": 1.746466, "modalAnswer": "nebula", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 15 }, "entropyBits": 0, "modalAnswer": "жираф", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 8, "نمر": 7 }, "entropyBits": 0.996792, "modalAnswer": "أسد", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 14, "墨": 1 }, "entropyBits": 0.353359, "modalAnswer": "梦", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 12, "熊猫": 2, "袋鼠": 1 }, "entropyBits": 0.905587, "modalAnswer": "老虎", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 6, "ق": 4, "ب": 2, "ج": 2, "م": 1 }, "entropyBits": 2.072906, "modalAnswer": "س", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 14, "青": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝色", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "google/gemma-4-31b-it", "path": "/fingerprints/google/gemma-4-31b-it/", "meanJsd": 0.349624 }, { "model": "google/gemini-3.1-flash-lite", "path": "/fingerprints/google/gemini-3.1-flash-lite/", "meanJsd": 0.486924 }, { "model": "z-ai/glm-4.7", "path": "/fingerprints/z-ai/glm-4.7/", "meanJsd": 0.589184 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 0.820112 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "letter-random|ar", "seoTitle": "Gemma 4 26b A4b It LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "829b305f2947640784ba28fc31bbc79b236c975d8b96fd040f2ca2f4c2307a3c" }, { "id": "google/gemma-4-31b-it", "displayName": "Gemma 4 31b It", "namespace": "google", "path": "/fingerprints/google/gemma-4-31b-it/", "totalSamples": 117, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "capybara": 10, "elephant": 5 }, "entropyBits": 0.918296, "modalAnswer": "capybara", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "nebula": 8, "labyrinth": 4, "ephemeral": 1, "horizon": 1, "serendipity": 1 }, "entropyBits": 1.773557, "modalAnswer": "nebula", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 10, "капибара": 4, "жираф": 1 }, "entropyBits": 1.158939, "modalAnswer": "кот", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 14, "counts": { "أسد": 14 }, "entropyBits": 0, "modalAnswer": "أسد", "modalCount": 14, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 7, "曦": 3, "幻": 2, "墨": 1, "恒": 1, "缘": 1 }, "entropyBits": 2.146466, "modalAnswer": "梦", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 10, "熊猫": 4, "豹子": 1 }, "entropyBits": 1.158939, "modalAnswer": "猫", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 14, "counts": { "س": 7, "م": 5, "ب": 1, "ج": 1 }, "entropyBits": 1.574417, "modalAnswer": "س", "modalCount": 7, "modalShare": 0.5, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 14, "counts": { "蓝色": 11, "红色": 2, "蓝色lavenesp蓝色": 1 }, "entropyBits": 0.946373, "modalAnswer": "蓝色", "modalCount": 11, "modalShare": 0.785714, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "google/gemma-4-26b-a4b-it", "path": "/fingerprints/google/gemma-4-26b-a4b-it/", "meanJsd": 0.349624 }, { "model": "qwen/qwen3.5-27b", "path": "/fingerprints/qwen/qwen3.5-27b/", "meanJsd": 0.453807 }, { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.559395 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 0.820112 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "letter-random|zh", "seoTitle": "Gemma 4 31b It LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "639a2f984817c28ef6a33d3f51127e9af7b8e6335242b8840e4d01726b71f242" }, { "id": "ibm-granite/granite-4.0-h-micro", "displayName": "Granite 4.0 H Micro", "namespace": "ibm-granite", "path": "/fingerprints/ibm-granite/granite-4.0-h-micro/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "lion": 15 }, "entropyBits": 0, "modalAnswer": "lion", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 15 }, "entropyBits": 0, "modalAnswer": "apple", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "собака": 15 }, "entropyBits": 0, "modalAnswer": "собака", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "الدب": 8, "سلم": 4, "سيد": 3 }, "entropyBits": 1.456565, "modalAnswer": "الدب", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "枫": 15 }, "entropyBits": 0, "modalAnswer": "枫", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "狼": 15 }, "entropyBits": 0, "modalAnswer": "狼", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|ar", "n": 14, "counts": { "b": 14 }, "entropyBits": 0, "modalAnswer": "b", "modalCount": 14, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 15 }, "entropyBits": 0, "modalAnswer": "蓝", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.642625 }, { "model": "amazon/nova-2-lite-v1", "path": "/fingerprints/amazon/nova-2-lite-v1/", "meanJsd": 0.717256 }, { "model": "anthropic/claude-opus-4.5", "path": "/fingerprints/anthropic/claude-opus-4.5/", "meanJsd": 0.758642 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|ar", "seoTitle": "Granite 4.0 H Micro LLM Fingerprint: 8-Probe Data", "seoTitleLength": 49, "evidenceHash": "e18c74f066224aea00180dfc22341bb2ad404e8f62ddc5a6a13dff7da056c643" }, { "id": "ibm-granite/granite-4.1-8b", "displayName": "Granite 4.1 8b", "namespace": "ibm-granite", "path": "/fingerprints/ibm-granite/granite-4.1-8b/", "totalSamples": 115, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 8, "kangaroo": 4, "elephant": 1, "jaguar": 1, "polarbear": 1 }, "entropyBits": 1.773557, "modalAnswer": "giraffe", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 14, "counts": { "kiwi": 6, "barnacle": 2, "banana": 1, "flibbertigibbet": 1, "helios": 1, "hibernate": 1, "indigo": 1, "xylophone": 1 }, "entropyBits": 2.556657, "modalAnswer": "kiwi", "modalCount": 6, "modalShare": 0.428571, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 14, "counts": { "волк": 3, "вепрь": 2, "обезьяна": 2, "сова": 2, "ведерковая": 1, "лемур": 1, "леопард": 1, "поволна": 1, "щенок": 1 }, "entropyBits": 3.039149, "modalAnswer": "волк", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "قرود": 7, "دب": 2, "أرناز": 1, "قارت": 1, "قرد": 1, "قرس": 1, "قرّة": 1, "قط": 1 }, "entropyBits": 2.463458, "modalAnswer": "قرود", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 15, "counts": { "梅": 5, "樱": 2, "山": 1, "林": 1, "桔": 1, "芝": 1, "苹": 1, "菊": 1, "蝉": 1, "螢": 1 }, "entropyBits": 2.999581, "modalAnswer": "梅", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 14, "counts": { "猫": 6, "猿": 5, "狮子": 2, "老鼠": 1 }, "entropyBits": 1.727397, "modalAnswer": "猫", "modalCount": 6, "modalShare": 0.428571, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 14, "counts": { "ك": 6, "b": 3, "r": 3, "x": 1, "ب": 1 }, "entropyBits": 2.020244, "modalAnswer": "ك", "modalCount": 6, "modalShare": 0.428571, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 14, "counts": { "蓝色": 9, "紫色": 4, "蓝绿色": 1 }, "entropyBits": 1.198117, "modalAnswer": "蓝色", "modalCount": 9, "modalShare": 0.642857, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "z-ai/glm-4.5v", "path": "/fingerprints/z-ai/glm-4.5v/", "meanJsd": 0.639063 }, { "model": "z-ai/glm-4.6v", "path": "/fingerprints/z-ai/glm-4.6v/", "meanJsd": 0.6454 }, { "model": "google/gemma-2-27b-it", "path": "/fingerprints/google/gemma-2-27b-it/", "meanJsd": 0.681337 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Granite 4.1 8b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "dea149bb65474d773c55f34a3becc3bd3c40dafb62a6cddf85b72926430834f5" }, { "id": "inception/mercury-2", "displayName": "Mercury 2", "namespace": "inception", "path": "/fingerprints/inception/mercury-2/", "totalSamples": 112, "minCellSamples": 11, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 11, "cat": 1, "dog": 1, "elephantassistant": 1, "otter": 1 }, "entropyBits": 1.369974, "modalAnswer": "elephant", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 13, "apple": 1, "xassistant": 1 }, "entropyBits": 0.699843, "modalAnswer": "serendipity", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "animal-random|ru", "n": 12, "counts": { "тигр": 2, "жираф": 1, "жираф<|inc": 1, "коала": 1, "конёк": 1, "корова": 1, "кошка<|inc": 1, "кролик": 1, "лемур": 1, "слон": 1, "томат": 1 }, "entropyBits": 3.418296, "modalAnswer": "тигр", "modalCount": 2, "modalShare": 0.166667, "uniqueAnswers": 11 }, { "id": "animal-random|ar", "n": 11, "counts": { "نمر": 5, "قطة": 4, "بطة": 1, "زرافة": 1 }, "entropyBits": 1.676737, "modalAnswer": "نمر", "modalCount": 5, "modalShare": 0.454545, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "字": 5, "林": 2, "森": 2, "木": 1, "爱": 1, "福": 1, "笑": 1, "螺": 1, "黏": 1 }, "entropyBits": 2.866248, "modalAnswer": "字", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 6, "狗": 2, "猴子": 2, "panda": 1, "企鹅": 1, "老虎": 1, "虎": 1, "豹子": 1 }, "entropyBits": 2.606239, "modalAnswer": "猫", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 6, "غ": 2, "ق": 2, "ك": 2, "b": 1, "س": 1, "ن": 1 }, "entropyBits": 2.472906, "modalAnswer": "ب", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 14, "counts": { "蓝色": 14 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 14, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.492926 }, { "model": "openai/gpt-4.1-mini", "path": "/fingerprints/openai/gpt-4.1-mini/", "meanJsd": 0.527992 }, { "model": "google/gemma-3n-e4b-it", "path": "/fingerprints/google/gemma-3n-e4b-it/", "meanJsd": 0.528795 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Mercury 2 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 39, "evidenceHash": "dbe5a1ec4846d7177eb1cf534674a8956c83e2dc1f42307f413ad90438fb36a8" }, { "id": "inclusionai/ling-2.6-1t", "displayName": "Ling 2.6 1t", "namespace": "inclusionai", "path": "/fingerprints/inclusionai/ling-2.6-1t/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 10, "octopus": 2, "giraffe": 1, "kangaroo": 1, "tiger": 1 }, "entropyBits": 1.558939, "modalAnswer": "elephant", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "umbrella": 15 }, "entropyBits": 0, "modalAnswer": "umbrella", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 11, "бегемот": 1, "кот": 1, "собака": 1, "ёж": 1 }, "entropyBits": 1.369974, "modalAnswer": "слон", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 15, "counts": { "نمر": 11, "فيل": 3, "قندس": 1 }, "entropyBits": 1.052982, "modalAnswer": "نمر", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 10, "木": 4, "河": 1 }, "entropyBits": 1.158939, "modalAnswer": "山", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 14, "狮子": 1 }, "entropyBits": 0.353359, "modalAnswer": "猫", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "ق": 10, "ج": 2, "د": 2, "ن": 1 }, "entropyBits": 1.425605, "modalAnswer": "ق", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 9, "蓝": 6 }, "entropyBits": 0.970951, "modalAnswer": "蓝色", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "nousresearch/hermes-3-llama-3.1-405b", "path": "/fingerprints/nousresearch/hermes-3-llama-3.1-405b/", "meanJsd": 0.464208 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.486176 }, { "model": "openai/gpt-4.1-mini", "path": "/fingerprints/openai/gpt-4.1-mini/", "meanJsd": 0.501302 } ], "strongestDifference": { "id": "word-random|en", "jsd": 1 }, "mostConcentrated": "word-random|en", "mostDiverse": "animal-random|en", "seoTitle": "Ling 2.6 1t LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "ae4f94aebf5ced62cfd75eb0305075da48859b5d0df04c3871d5ce5a60beadea" }, { "id": "inclusionai/ling-2.6-flash", "displayName": "Ling 2.6 Flash", "namespace": "inclusionai", "path": "/fingerprints/inclusionai/ling-2.6-flash/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "fox": 10, "elephant": 2, "giraffe": 1, "octopus": 1, "zebra": 1 }, "entropyBits": 1.558939, "modalAnswer": "fox", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 5, "quantum": 3, "umbrella": 3, "quixotic": 2, "benevolence": 1, "mountain": 1 }, "entropyBits": 2.365596, "modalAnswer": "banana", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "кенгуру": 6, "ёж": 3, "слон": 2, "кот": 1, "крокодил": 1, "крыса": 1, "муха": 1 }, "entropyBits": 2.42258, "modalAnswer": "кенгуру", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 12, "خفاش": 1, "قط": 1, "نمر": 1 }, "entropyBits": 1.038921, "modalAnswer": "فيل", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "天": 5, "河": 5, "山": 1, "我": 1, "波": 1, "海": 1, "的": 1 }, "entropyBits": 2.358939, "modalAnswer": "天", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "3": 3, "5": 1, "猫": 3, "袋鼠": 3, "斑马": 2, "企鹅": 1, "犀牛": 1, "章鱼": 1 }, "entropyBits": 2.82258, "modalAnswer": "3", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 8, "م": 4, "a": 1, "د": 1, "ق": 1 }, "entropyBits": 1.773557, "modalAnswer": "ج", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "5": 1, "蓝色": 6, "青色": 4, "紫色": 3, "绿色": 1 }, "entropyBits": 2.02258, "modalAnswer": "蓝色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "qwen/qwen3.6-flash", "path": "/fingerprints/qwen/qwen3.6-flash/", "meanJsd": 0.551854 }, { "model": "inclusionai/ling-2.6-1t", "path": "/fingerprints/inclusionai/ling-2.6-1t/", "meanJsd": 0.571317 }, { "model": "qwen/qwen3-235b-a22b", "path": "/fingerprints/qwen/qwen3-235b-a22b/", "meanJsd": 0.607367 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.90817 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "animal-random|zh", "seoTitle": "Ling 2.6 Flash LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "1f78e982c98fb159c6a6b02596a659677d523a5c78570137aa1bac10e4d705f1" }, { "id": "liquid/lfm-2-24b-a2b", "displayName": "Lfm 2 24b A2b", "namespace": "liquid", "path": "/fingerprints/liquid/lfm-2-24b-a2b/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 6, "kangaroo": 5, "ferret": 1, "flamingo": 1, "tortoise": 1, "turtle": 1 }, "entropyBits": 2.09893, "modalAnswer": "giraffe", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 11, "blossom": 1, "hello": 1, "sunlight": 1, "sunshine": 1 }, "entropyBits": 1.369974, "modalAnswer": "apple", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "лебедь": 2, "лягушка": 2, "белка": 1, "библиотекс": 1, "гирф": 1, "кита": 1, "кишонок": 1, "летучая": 1, "лисица": 1, "орёл": 1, "сырла": 1, "фиолетовый": 1, "фиша": 1 }, "entropyBits": 3.640224, "modalAnswer": "лебедь", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|ar", "n": 15, "counts": { "نعامة": 4, "زرافة": 2, "فيل": 2, "قرد": 2, "قندس": 2, "أرنب": 1, "أسد": 1, "نمر": 1 }, "entropyBits": 2.840224, "modalAnswer": "نعامة", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 15, "counts": { "中": 8, "木": 3, "一": 1, "千": 1, "天": 1, "金": 1 }, "entropyBits": 1.989898, "modalAnswer": "中", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 15, "counts": { "熊猫": 3, "狐狸": 3, "大象": 2, "熊": 2, "狮子": 2, "猫": 2, "象": 1 }, "entropyBits": 2.739572, "modalAnswer": "熊猫", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "أ": 5, "ج": 5, "ع": 2, "ب": 1, "ز": 1, "س": 1 }, "entropyBits": 2.225605, "modalAnswer": "أ", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "qwen/qwen3-235b-a22b", "path": "/fingerprints/qwen/qwen3-235b-a22b/", "meanJsd": 0.534668 }, { "model": "qwen/qwen3-30b-a3b-instruct-2507", "path": "/fingerprints/qwen/qwen3-30b-a3b-instruct-2507/", "meanJsd": 0.559773 }, { "model": "qwen/qwen-2.5-7b-instruct", "path": "/fingerprints/qwen/qwen-2.5-7b-instruct/", "meanJsd": 0.590917 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Lfm 2 24b A2b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "ea6fcabb0d370522728abd045398ba2516267705f71015a840b206ae9c82031c" }, { "id": "meta-llama/llama-3-8b-instruct", "displayName": "Llama 3 8b Instruct", "namespace": "meta-llama", "path": "/fingerprints/meta-llama/llama-3-8b-instruct/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "kangaroo": 12, "narwhal": 1, "puma": 1, "raccoon": 1 }, "entropyBits": 1.038921, "modalAnswer": "kangaroo", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "frog": 4, "fusion": 3, "cloud": 1, "clouds": 1, "fido": 1, "fuzzy": 1, "mango": 1, "pulse": 1, "space": 1, "sparkle": 1 }, "entropyBits": 3.056565, "modalAnswer": "frog", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "валderean": 1, "кенайк": 1, "кенгу": 1, "кенгуroid": 1, "кенгуropheleion": 1, "кенгура": 1, "кенгуше": 1, "кингcobra": 1, "койотadır": 1, "котик": 1, "крокодил": 1, "крылана": 1, "носорилка": 1, "нострик": 1, "танцор": 1 }, "entropyBits": 3.906891, "modalAnswer": "валderean", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|ar", "n": 15, "counts": { "كلب": 2, "axespot": 1, "descriptor": 1, "istleistle": 1, "kenshin": 1, "أسد": 1, "القالقokedex": 1, "بط": 1, "ش": 1, "عقرب": 1, "كيس": 1, "لئيampoo": 1, "لملم": 1, "هرم": 1 }, "entropyBits": 3.773557, "modalAnswer": "كلب", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "letter-random|zh", "n": 14, "counts": { "endpoint": 1, "maxlength": 1, "private": 1, "rir": 1, "widthspace": 1, "yuè": 1, "之": 1, "乐": 1, "儒": 1, "浙": 1, "瑰": 1, "螳": 1, "迩": 1, "闫": 1 }, "entropyBits": 3.807355, "modalAnswer": "endpoint", "modalCount": 1, "modalShare": 0.071429, "uniqueAnswers": 14 }, { "id": "animal-random|zh", "n": 15, "counts": { "koala": 4, "kangaroo": 2, "context": 1, "octopus": 1, "đồnqa": 1, "一点": 1, "斑羚": 1, "枝鹿": 1, "熊猫": 1, "虾": 1, "袋鼠": 1 }, "entropyBits": 3.240224, "modalAnswer": "koala", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "j": 8, "k": 6, "r": 1 }, "entropyBits": 1.272906, "modalAnswer": "j", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "purple": 3, "绿": 3, "turquoise": 2, "orange": 1, "夕": 1, "棕": 1, "橙": 1, "粉红": 1, "綠": 1, "버버": 1 }, "entropyBits": 3.139572, "modalAnswer": "purple", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 } ], "nearestReferences": [ { "model": "meta-llama/llama-3.1-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.1-70b-instruct/", "meanJsd": 0.862797 }, { "model": "meta-llama/llama-3.3-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.3-70b-instruct/", "meanJsd": 0.873316 }, { "model": "nousresearch/hermes-3-llama-3.1-70b", "path": "/fingerprints/nousresearch/hermes-3-llama-3.1-70b/", "meanJsd": 0.875194 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|ru", "seoTitle": "Llama 3 8b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 49, "evidenceHash": "20d95e583833a90913a9b49d76732beedf204b545f29564d1c03aa57bf792bcf" }, { "id": "meta-llama/llama-3.1-70b-instruct", "displayName": "Llama 3.1 70b Instruct", "namespace": "meta-llama", "path": "/fingerprints/meta-llama/llama-3.1-70b-instruct/", "totalSamples": 118, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "kangaroo": 8, "rhinoceros": 3, "koala": 1, "leopard": 1, "mongoose": 1, "wolf": 1 }, "entropyBits": 1.989898, "modalAnswer": "kangaroo", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "nebula": 5, "mango": 2, "pineapple": 2, "bicycle": 1, "cloud": 1, "corgi": 1, "kangaroo": 1, "paprika": 1, "submarine": 1 }, "entropyBits": 2.866248, "modalAnswer": "nebula", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "лемур": 4, "енот": 2, "крокодил": 2, "лиса": 2, "жираф": 1, "леопард": 1, "осьминог": 1, "хомячок": 1, "ягуар": 1 }, "entropyBits": 2.973557, "modalAnswer": "лемур", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "الفيل": 2, "فيل": 2, "نمر": 2, "الأرنب": 1, "الببر": 1, "التمساح": 1, "الضبع": 1, "القطة": 1, "اليشعور": 1, "دب": 1, "ذئب": 1, "زbra": 1 }, "entropyBits": 3.506891, "modalAnswer": "الفيل", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "letter-random|zh", "n": 15, "counts": { "令": 1, "凛": 1, "喜": 1, "字": 1, "幸": 1, "月": 1, "汉": 1, "牛": 1, "甜": 1, "石": 1, "花": 1, "蟹": 1, "长": 1, "鹏": 1, "龙": 1 }, "entropyBits": 3.906891, "modalAnswer": "令", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "1": 1, "14": 1, "袋鼠": 2, "貓": 2, "企鹅": 1, "大象": 1, "斑马": 1, "狮子": 1, "猫": 1, "蝙蝠": 1, "蝴蝶": 1, "鳄鱼": 1, "鸵鸟": 1 }, "entropyBits": 3.640224, "modalAnswer": "袋鼠", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "letter-random|ar", "n": 13, "counts": { "ت": 2, "ح": 2, "ك": 2, "خ": 1, "ر": 1, "ش": 1, "ص": 1, "ط": 1, "ق": 1, "و": 1 }, "entropyBits": 3.238901, "modalAnswer": "ت", "modalCount": 2, "modalShare": 0.153846, "uniqueAnswers": 10 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 6, "粉色": 3, "紫": 1, "绿": 1, "蓝色": 1, "黄": 1, "黄色": 1, "黑色": 1 }, "entropyBits": 2.555913, "modalAnswer": "紫色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 } ], "nearestReferences": [ { "model": "meta-llama/llama-3.3-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.3-70b-instruct/", "meanJsd": 0.656458 }, { "model": "meta-llama/llama-3.2-11b-vision-instruct", "path": "/fingerprints/meta-llama/llama-3.2-11b-vision-instruct/", "meanJsd": 0.728754 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.744543 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.90817 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Llama 3.1 70b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "65bb4a97771f4051707a74eb08160c8fbcfd481257de4477368571fe67183be7" }, { "id": "meta-llama/llama-3.1-8b-instruct", "displayName": "Llama 3.1 8b Instruct", "namespace": "meta-llama", "path": "/fingerprints/meta-llama/llama-3.1-8b-instruct/", "totalSamples": 118, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "kangaroo": 5, "koala": 5, "quail": 3, "hedgehog": 1, "narwhal": 1 }, "entropyBits": 2.041946, "modalAnswer": "kangaroo", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "cloud": 3, "clouds": 2, "space": 2, "banana": 1, "candy": 1, "cantaloupe": 1, "cloudy": 1, "computer": 1, "kangaroo": 1, "kite": 1, "koala": 1 }, "entropyBits": 3.323231, "modalAnswer": "cloud", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "медведь": 2, "слон": 2, "баранов": 1, "белка": 1, "волк": 1, "газель": 1, "крокодил": 1, "кролик": 1, "леопард": 1, "морская": 1, "носорог": 1, "панда": 1, "собака": 1 }, "entropyBits": 3.640224, "modalAnswer": "медведь", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|ar", "n": 15, "counts": { "ذئب": 2, "الخنزير": 1, "الزنبور": 1, "العفريت": 1, "الفرسteardown": 1, "الفهد": 1, "القرد": 1, "الكي": 1, "تماسيح": 1, "ضباع": 1, "فأر": 1, "فيلاها": 1, "منقارقز": 1, "نمر": 1 }, "entropyBits": 3.773557, "modalAnswer": "ذئب", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "letter-random|zh", "n": 15, "counts": { "lafayette": 1, "readonly": 1, "凹": 1, "北": 1, "哆": 1, "开": 1, "弹": 1, "春": 1, "火": 1, "瞎": 1, "笔": 1, "菊": 1, "豹": 1, "锅": 1, "雪": 1 }, "entropyBits": 3.906891, "modalAnswer": "lafayette", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "河马": 3, "狮子": 3, "河狸": 2, "狐狸": 1, "狼": 1, "猴子": 1, "章鱼": 1, "老鹰": 1, "雄鹿": 1, "鲸鱼": 1 }, "entropyBits": 3.139572, "modalAnswer": "河马", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "letter-random|ar", "n": 13, "counts": { "م": 2, "ي": 2, "ا": 1, "ت": 1, "ج": 1, "د": 1, "ش": 1, "ص": 1, "ق": 1, "و": 1, "ى": 1 }, "entropyBits": 3.392747, "modalAnswer": "م", "modalCount": 2, "modalShare": 0.153846, "uniqueAnswers": 11 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 4, "绿色": 3, "蓝色": 2, "兰蓝色": 1, "橙色": 1, "碧蓝": 1, "紫红色": 1, "蓝色romě": 1, "青色": 1 }, "entropyBits": 2.923231, "modalAnswer": "紫色", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 } ], "nearestReferences": [ { "model": "meta-llama/llama-3.2-11b-vision-instruct", "path": "/fingerprints/meta-llama/llama-3.2-11b-vision-instruct/", "meanJsd": 0.636061 }, { "model": "meta-llama/llama-3.3-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.3-70b-instruct/", "meanJsd": 0.722562 }, { "model": "meta-llama/llama-3.1-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.1-70b-instruct/", "meanJsd": 0.749896 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Llama 3.1 8b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 51, "evidenceHash": "ddd6607f5691558b4a985c3536499cd026100af01131f96eb2e3b9d21fd3ebcf" }, { "id": "meta-llama/llama-3.2-11b-vision-instruct", "displayName": "Llama 3.2 11b Vision Instruct", "namespace": "meta-llama", "path": "/fingerprints/meta-llama/llama-3.2-11b-vision-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "koala": 5, "kangaroo": 3, "aardvark": 1, "flamingo": 1, "giraffe": 1, "leopard": 1, "ostrich": 1, "pangolin": 1, "penguin": 1 }, "entropyBits": 2.815922, "modalAnswer": "koala", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "word-random|en", "n": 15, "counts": { "computer": 5, "cloud": 4, "banana": 1, "candy": 1, "chair": 1, "elephant": 1, "paprika": 1, "pineapple": 1 }, "entropyBits": 2.599581, "modalAnswer": "computer", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 15, "counts": { "кит": 3, "крокодил": 2, "cеболь": 1, "зебра": 1, "кролик": 1, "ланион": 1, "лев": 1, "морской": 1, "носорог": 1, "осьлер": 1, "собака": 1, "хорька": 1 }, "entropyBits": 3.456565, "modalAnswer": "кит", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "animal-random|ar", "n": 15, "counts": { "createstacknavigator": 1, "pointingnder": 1, "получения": 1, "اتن": 1, "الذئب": 1, "الضفدع": 1, "الظباء": 1, "الغزال": 1, "الفهود": 1, "الكلاب": 1, "النحسي": 1, "اليربوع": 1, "سهم": 1, "فرس": 1, "فهد": 1 }, "entropyBits": 3.906891, "modalAnswer": "createstacknavigator", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "letter-random|zh", "n": 15, "counts": { "233": 1, "bí": 1, "凹": 1, "华": 1, "庚": 1, "播": 1, "映": 1, "梁": 1, "椰": 1, "油菜": 1, "烟": 1, "蓬": 1, "蛋": 1, "钉": 1, "镜": 1 }, "entropyBits": 3.906891, "modalAnswer": "233", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "松鼠": 2, "大象": 1, "河狸": 1, "河马": 1, "海狮": 1, "海狸bear": 1, "狮子": 1, "羊": 1, "虎": 1, "螃蟹": 1, "貘": 1, "青蛙": 1, "鳄鱼": 1, "黄雀": 1 }, "entropyBits": 3.773557, "modalAnswer": "松鼠", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 4, "ج": 3, "ق": 3, "ح": 1, "ص": 1, "ض": 1, "ك": 1, "ل": 1 }, "entropyBits": 2.739572, "modalAnswer": "م", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 6, "橙色": 2, "蓝色": 2, "皇色": 1, "粉色": 1, "绿色": 1, "苹果红": 1, "黑色": 1 }, "entropyBits": 2.606239, "modalAnswer": "紫色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 } ], "nearestReferences": [ { "model": "meta-llama/llama-3.1-8b-instruct", "path": "/fingerprints/meta-llama/llama-3.1-8b-instruct/", "meanJsd": 0.636061 }, { "model": "meta-llama/llama-3.3-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.3-70b-instruct/", "meanJsd": 0.667985 }, { "model": "meta-llama/llama-3.1-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.1-70b-instruct/", "meanJsd": 0.728754 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "word-random|en", "mostDiverse": "animal-random|ar", "seoTitle": "Llama 3.2 11b Vision Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 59, "evidenceHash": "b11cdcd9273a06dea75d3c69195dd2debf66056d02f024319bcbde3d71d89049" }, { "id": "meta-llama/llama-3.2-3b-instruct", "displayName": "Llama 3.2 3b Instruct", "namespace": "meta-llama", "path": "/fingerprints/meta-llama/llama-3.2-3b-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "kangaroo": 9, "quokka": 4, "flamingo": 1, "octopus": 1 }, "entropyBits": 1.471602, "modalAnswer": "kangaroo", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "cactus": 7, "cloud": 1, "computer": 1, "corgi": 1, "frost": 1, "kitten": 1, "nebula": 1, "nutmeg": 1, "perennial": 1 }, "entropyBits": 2.596792, "modalAnswer": "cactus", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "козел": 9, "stoун": 1, "з": 1, "мурος": 1, "пodash": 1, "полукроватка": 1, "собака": 1 }, "entropyBits": 2.004936, "modalAnswer": "козел", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "النمر": 11, "السلحفاة": 1, "ال法": 1, "شاققة": 1, "นดीलو": 1 }, "entropyBits": 1.369974, "modalAnswer": "النمر", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "狮": 14, "夜": 1 }, "entropyBits": 0.353359, "modalAnswer": "狮", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 12, "御龙": 1, "熊": 1, "猴子": 1 }, "entropyBits": 1.038921, "modalAnswer": "狮子", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "ت": 15 }, "entropyBits": 0, "modalAnswer": "ت", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "青色": 10, "aquamarine": 1, "怀": 1, "橙色": 1, "紫色": 1, "金色": 1 }, "entropyBits": 1.692272, "modalAnswer": "青色", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "meta-llama/llama-3.1-8b-instruct", "path": "/fingerprints/meta-llama/llama-3.1-8b-instruct/", "meanJsd": 0.793004 }, { "model": "meta-llama/llama-3.1-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.1-70b-instruct/", "meanJsd": 0.817123 }, { "model": "meta-llama/llama-3.2-11b-vision-instruct", "path": "/fingerprints/meta-llama/llama-3.2-11b-vision-instruct/", "meanJsd": 0.86155 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "letter-random|ar", "mostDiverse": "word-random|en", "seoTitle": "Llama 3.2 3b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 51, "evidenceHash": "bd8c0b1f66329669fa723c8e2dd250a931f02471d479cb7aca0cf199d59e79f6" }, { "id": "meta-llama/llama-3.3-70b-instruct", "displayName": "Llama 3.3 70b Instruct", "namespace": "meta-llama", "path": "/fingerprints/meta-llama/llama-3.3-70b-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "kangaroo": 7, "giraffe": 4, "cheetah": 1, "elephant": 1, "lemur": 1, "rhinoceros": 1 }, "entropyBits": 2.063458, "modalAnswer": "kangaroo", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "computer": 3, "cloud": 2, "pineapple": 2, "blueberry": 1, "butterfly": 1, "clouds": 1, "frog": 1, "house": 1, "nutmeg": 1, "purple": 1, "space": 1 }, "entropyBits": 3.323231, "modalAnswer": "computer", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 3, "лев": 3, "кот": 2, "енот": 1, "кит": 1, "корова": 1, "лиса": 1, "рысь": 1, "слон": 1, "собака": 1 }, "entropyBits": 3.139572, "modalAnswer": "жираф", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 6, "الفيل": 2, "زرافه": 2, "želva": 1, "громадoplayer": 1, "زرافة": 1, "فأر": 1, "قرود": 1 }, "entropyBits": 2.606239, "modalAnswer": "فيل", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 15, "counts": { "云": 8, "猫": 3, "龙": 2, "山": 1, "木": 1 }, "entropyBits": 1.856565, "modalAnswer": "云", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "乌贼": 2, "河马": 2, "海豚": 2, "企鹅": 1, "天鹅": 1, "獾": 1, "章鱼": 1, "考拉": 1, "虎鲸": 1, "蝙蝠": 1, "袋鼠": 1, "鳄鱼": 1 }, "entropyBits": 3.506891, "modalAnswer": "乌贼", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "letter-random|ar", "n": 15, "counts": { "ص": 6, "ض": 3, "ق": 3, "ج": 1, "ح": 1, "ك": 1 }, "entropyBits": 2.238921, "modalAnswer": "ص", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 8, "紫色": 3, "青绿色": 2, "白色": 1, "绿色": 1 }, "entropyBits": 1.856565, "modalAnswer": "蓝色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "openai/gpt-4o-mini", "path": "/fingerprints/openai/gpt-4o-mini/", "meanJsd": 0.569932 }, { "model": "anthropic/claude-opus-4", "path": "/fingerprints/anthropic/claude-opus-4/", "meanJsd": 0.575529 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.579609 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.8 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|zh", "seoTitle": "Llama 3.3 70b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "8c685ba1965558aa96aefe9540c383c3dfad4c0e2fae81672a4e7fd409e5be32" }, { "id": "meta-llama/llama-4-maverick", "displayName": "Llama 4 Maverick", "namespace": "meta-llama", "path": "/fingerprints/meta-llama/llama-4-maverick/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "tiger": 9, "giraffe": 4, "kangaroo": 1, "koala": 1 }, "entropyBits": 1.471602, "modalAnswer": "tiger", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "cloud": 15 }, "entropyBits": 0, "modalAnswer": "cloud", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 9, "кенгуру": 2, "жираф": 1, "лев": 1, "панда": 1, "слон": 1 }, "entropyBits": 1.871602, "modalAnswer": "кошка", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "دب": 9, "دببة": 6 }, "entropyBits": 0.970951, "modalAnswer": "دب", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "狗": 10, "虎": 3, "龍": 1, "龙": 1 }, "entropyBits": 1.375279, "modalAnswer": "狗", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "animal-random|zh", "n": 15, "counts": { "猴子": 11, "袋鼠": 2, "乌贼": 1, "狮子": 1 }, "entropyBits": 1.236641, "modalAnswer": "猴子", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 8, "ق": 3, "ج": 1, "د": 1, "ع": 1, "م": 1 }, "entropyBits": 1.989898, "modalAnswer": "س", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 6, "蓝": 3, "蓝绿色": 3, "青色": 3 }, "entropyBits": 1.921928, "modalAnswer": "蓝色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "mistralai/mixtral-8x22b-instruct", "path": "/fingerprints/mistralai/mixtral-8x22b-instruct/", "meanJsd": 0.697847 }, { "model": "deepseek/deepseek-v4-flash", "path": "/fingerprints/deepseek/deepseek-v4-flash/", "meanJsd": 0.702359 }, { "model": "deepseek/deepseek-chat-v3.1", "path": "/fingerprints/deepseek/deepseek-chat-v3.1/", "meanJsd": 0.708798 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|ar", "seoTitle": "Llama 4 Maverick LLM Fingerprint: 8-Probe Data", "seoTitleLength": 46, "evidenceHash": "440824ca3f33348f3517af1bf8340f0796ddeedc8ce59e09d6cf38c7e35bdf45" }, { "id": "microsoft/phi-4", "displayName": "Phi 4", "namespace": "microsoft", "path": "/fingerprints/microsoft/phi-4/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 6, "kangaroo": 3, "giraffe": 2, "koala": 1, "penguin": 1, "platypus": 1, "zebra": 1 }, "entropyBits": 2.42258, "modalAnswer": "elephant", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 6, "altruism": 1, "camaraderie": 1, "candle": 1, "daffodil": 1, "dandelion": 1, "innovation": 1, "sunshine": 1, "table": 1, "tableau": 1 }, "entropyBits": 2.872906, "modalAnswer": "elephant", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "корова": 4, "лев": 2, "единорог": 1, "зебра": 1, "какаду": 1, "кенгуру": 1, "кит": 1, "коala": 1, "коала": 1, "кот": 1, "панда": 1 }, "entropyBits": 3.240224, "modalAnswer": "корова", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 2, "قطة": 2, "إنسان": 1, "الفهد": 1, "بطة": 1, "دببة": 1, "علبة": 1, "قط": 1, "قندس": 1, "كأسد": 1, "كلب": 1, "كوكيز": 1, "نسر": 1 }, "entropyBits": 3.640224, "modalAnswer": "أسد", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "letter-random|zh", "n": 15, "counts": { "树": 2, "龙": 2, "山": 1, "日": 1, "柳": 1, "樱": 1, "橘": 1, "汉字": 1, "猫": 1, "草": 1, "飞": 1, "鱼": 1, "鹏": 1 }, "entropyBits": 3.640224, "modalAnswer": "树", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 3, "大象": 2, "熊猫": 2, "狮子": 2, "斑马": 1, "海豚": 1, "珊瑚鱼": 1, "秃鹫": 1, "蝙蝠": 1, "鳄鱼": 1 }, "entropyBits": 3.189898, "modalAnswer": "企鹅", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "letter-random|ar", "n": 15, "counts": { "g": 7, "m": 5, "j": 1, "خ": 1, "ز": 1 }, "entropyBits": 1.822816, "modalAnswer": "g", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 4, "蓝色": 3, "紫罗兰": 2, "布谷鸟绿色": 1, "粉红色": 1, "紫红色": 1, "绛红": 1, "绿色": 1, "青草绿": 1 }, "entropyBits": 2.923231, "modalAnswer": "紫色", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 } ], "nearestReferences": [ { "model": "anthropic/claude-sonnet-4", "path": "/fingerprints/anthropic/claude-sonnet-4/", "meanJsd": 0.648782 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.660538 }, { "model": "qwen/qwen3.6-35b-a3b", "path": "/fingerprints/qwen/qwen3.6-35b-a3b/", "meanJsd": 0.674784 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 1 }, "mostConcentrated": "letter-random|ar", "mostDiverse": "animal-random|ar", "seoTitle": "Phi 4 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 35, "evidenceHash": "727d9bc3787815d501bc7cfd6ca43bfb024c126ebe2775f2843dc8cc9dedd20f" }, { "id": "minimax/minimax-01", "displayName": "Minimax 01", "namespace": "minimax", "path": "/fingerprints/minimax/minimax-01/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 5, "giraffe": 4, "penguin": 2, "kangaroo": 1, "orangutan": 1, "panda": 1, "squirrel": 1 }, "entropyBits": 2.466248, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "word-random|en", "n": 15, "counts": { "luminous": 2, "tree": 2, "apothecary": 1, "arbitrary": 1, "banana": 1, "cat": 1, "elephant": 1, "giraffe": 1, "llama": 1, "panther": 1, "papaya": 1, "serendipity": 1, "sunshine": 1 }, "entropyBits": 3.640224, "modalAnswer": "luminous", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 4, "коала": 3, "кот": 2, "бегемот": 1, "жираф": 1, "крокодил": 1, "кролик": 1, "лев": 1, "слон": 1 }, "entropyBits": 2.923231, "modalAnswer": "кошка", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "98": 1, "قطة": 5, "قط": 2, "أسد": 1, "تمساح": 1, "ذئب": 1, "عصفور": 1, "قرد": 1, "كلب": 1, "نمر": 1 }, "entropyBits": 2.999581, "modalAnswer": "قطة", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 15, "counts": { "好": 2, "日": 2, "水": 2, "三": 1, "云": 1, "叶": 1, "壒": 1, "山": 1, "狐": 1, "猫": 1, "花": 1, "龟": 1 }, "entropyBits": 3.506891, "modalAnswer": "好", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 6, "河马": 2, "熊猫": 2, "袋鼠": 2, "企鹅": 1, "獴": 1, "老虎": 1 }, "entropyBits": 2.472906, "modalAnswer": "猫", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 5, "س": 3, "ج": 2, "a": 1, "ح": 1, "د": 1, "ش": 1, "ك": 1 }, "entropyBits": 2.682589, "modalAnswer": "ب", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "橙色": 7, "紫色": 3, "绿色": 2, "红色": 1, "蓝色": 1, "靛": 1 }, "entropyBits": 2.146466, "modalAnswer": "橙色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "google/gemma-3n-e4b-it", "path": "/fingerprints/google/gemma-3n-e4b-it/", "meanJsd": 0.541244 }, { "model": "mistralai/mistral-small-2603", "path": "/fingerprints/mistralai/mistral-small-2603/", "meanJsd": 0.549215 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.569631 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.843668 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Minimax 01 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 40, "evidenceHash": "8e9315b0cfd5c6c2352f0dbc31e3cf05e67cc6f97d9911c28af16f48b4a44dda" }, { "id": "minimax/minimax-m3", "displayName": "Minimax M3", "namespace": "minimax", "path": "/fingerprints/minimax/minimax-m3/", "totalSamples": 102, "minCellSamples": 10, "maxCellSamples": 14, "cells": [ { "id": "animal-random|en", "n": 13, "counts": { "octopus": 5, "tiger": 2, "aardvark": 1, "capybara": 1, "elephant": 1, "owl": 1, "penguin": 1, "platypus": 1 }, "entropyBits": 2.653544, "modalAnswer": "octopus", "modalCount": 5, "modalShare": 0.384615, "uniqueAnswers": 8 }, { "id": "word-random|en", "n": 14, "counts": { "banana": 5, "quokka": 3, "butterfly": 1, "cactus": 1, "sparkle": 1, "symphony": 1, "zebra": 1, "zephyr": 1 }, "entropyBits": 2.63846, "modalAnswer": "banana", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 10, "counts": { "кот": 3, "лев": 3, "тигр": 2, "гепард": 1, "медведь": 1 }, "entropyBits": 2.170951, "modalAnswer": "кот", "modalCount": 3, "modalShare": 0.3, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 14, "counts": { "زرافة": 8, "غوريلا": 2, "فيل": 2, "أسد": 1, "حصان": 1 }, "entropyBits": 1.807355, "modalAnswer": "زرافة", "modalCount": 8, "modalShare": 0.571429, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 12, "counts": { "天": 2, "明": 2, "雨": 2, "风": 2, "森": 1, "爱": 1, "福": 1, "龙": 1 }, "entropyBits": 2.918296, "modalAnswer": "天", "modalCount": 2, "modalShare": 0.166667, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 14, "counts": { "猫": 8, "斑马": 1, "熊猫": 1, "狗": 1, "狼": 1, "豹": 1, "鸽子": 1 }, "entropyBits": 2.093069, "modalAnswer": "猫", "modalCount": 8, "modalShare": 0.571429, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 12, "counts": { "ب": 9, "ج": 1, "خ": 1, "د": 1 }, "entropyBits": 1.207519, "modalAnswer": "ب", "modalCount": 9, "modalShare": 0.75, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 13, "counts": { "蓝色": 9, "紫色": 2, "橙色": 1, "紫罗兰色": 1 }, "entropyBits": 1.35203, "modalAnswer": "蓝色", "modalCount": 9, "modalShare": 0.692308, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-27b", "path": "/fingerprints/qwen/qwen3.5-27b/", "meanJsd": 0.500347 }, { "model": "qwen/qwen3.5-397b-a17b", "path": "/fingerprints/qwen/qwen3.5-397b-a17b/", "meanJsd": 0.522291 }, { "model": "qwen/qwen3.6-35b-a3b", "path": "/fingerprints/qwen/qwen3.6-35b-a3b/", "meanJsd": 0.530687 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.642109 }, "mostConcentrated": "letter-random|ar", "mostDiverse": "letter-random|zh", "seoTitle": "Minimax M3 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 40, "evidenceHash": "9d494fb454095e8308376fc9d803f2f2730e9ff014bcbb55eee3b6aec536a703" }, { "id": "mistralai/ministral-14b-2512", "displayName": "Ministral 14b 2512", "namespace": "mistralai", "path": "/fingerprints/mistralai/ministral-14b-2512/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "koala": 6, "hedgehog": 2, "kangaroo": 2, "badger": 1, "jaguar": 1, "lemur": 1, "panther": 1, "zebra": 1 }, "entropyBits": 2.606239, "modalAnswer": "koala", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "word-random|en", "n": 15, "counts": { "quasar": 3, "whimsy": 2, "zorbing": 2, "elephant": 1, "frugivorous": 1, "galaxy": 1, "quixotic": 1, "whiskers": 1, "whispering": 1, "zyxotic": 1, "zyxumble": 1 }, "entropyBits": 3.323231, "modalAnswer": "quasar", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 6, "барсук": 1, "гепард": 1, "ехидна": 1, "коала": 1, "муравьед": 1, "носорог": 1, "носуха": 1, "слон": 1, "шимпанзе": 1 }, "entropyBits": 2.872906, "modalAnswer": "жираф", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 10 }, { "id": "animal-random|ar", "n": 15, "counts": { "بندير": 2, "فوكة": 2, "فيل": 2, "نمر": 2, "debatesuses": 1, "باندا": 1, "ثعلب": 1, "جمل": 1, "جَر": 1, "رينوسيروس": 1, "زبرا": 1 }, "entropyBits": 3.373557, "modalAnswer": "بندير", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 11 }, { "id": "letter-random|zh", "n": 15, "counts": { "亥": 7, "亘": 3, "乾": 1, "俏": 1, "函": 1, "我": 1, "霜": 1 }, "entropyBits": 2.279799, "modalAnswer": "亥", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "狐狸": 11, "鼹鼠": 2, "袋鼠": 1, "貂": 1 }, "entropyBits": 1.236641, "modalAnswer": "狐狸", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 14, "counts": { "ح": 3, "ج": 2, "ض": 2, "ن": 2, "ث": 1, "ز": 1, "ف": 1, "ك": 1, "م": 1 }, "entropyBits": 3.039149, "modalAnswer": "ح", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "橙": 4, "紫罗兰": 3, "天蓝": 1, "橘红": 1, "玉米黄": 1, "紫茧thompson": 1, "绿松石": 1, "翡翠绿": 1, "葡萄紫": 1, "赭": 1 }, "entropyBits": 3.056565, "modalAnswer": "橙", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 } ], "nearestReferences": [ { "model": "mistralai/ministral-8b-2512", "path": "/fingerprints/mistralai/ministral-8b-2512/", "meanJsd": 0.746042 }, { "model": "mistralai/mistral-medium-3.1", "path": "/fingerprints/mistralai/mistral-medium-3.1/", "meanJsd": 0.813057 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.816188 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "animal-random|zh", "mostDiverse": "animal-random|ar", "seoTitle": "Ministral 14b 2512 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "244b36b9cc9a6abef8df0ce25f5bc4a5686826fad3e5e39c6fa24799c68ddf25" }, { "id": "mistralai/ministral-3b-2512", "displayName": "Ministral 3b 2512", "namespace": "mistralai", "path": "/fingerprints/mistralai/ministral-3b-2512/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 13, "lion": 1, "penguin": 1 }, "entropyBits": 0.699843, "modalAnswer": "elephant", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "pineapple": 3, "zebra": 2, "accountant": 1, "bison": 1, "chrysalis": 1, "clockwork": 1, "enchant": 1, "lizard": 1, "pinecone": 1, "plankton": 1, "sprocket": 1, "tower": 1 }, "entropyBits": 3.456565, "modalAnswer": "pineapple", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "animal-random|ru", "n": 15, "counts": { "льв": 5, "лев": 4, "кошка": 1, "кряква": 1, "леопард": 1, "львица": 1, "осел": 1, "рысь": 1 }, "entropyBits": 2.599581, "modalAnswer": "льв", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "سحالي": 7, "arest": 1, "سلحفاة": 1, "طائر": 1, "قر": 1, "قرد": 1, "ليählt": 1, "ليم": 1, "نسر": 1 }, "entropyBits": 2.596792, "modalAnswer": "سحالي", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 15, "counts": { "云": 1, "仗": 1, "冰": 1, "叫": 1, "大": 1, "天": 1, "我": 1, "文": 1, "曷": 1, "樵": 1, "民": 1, "汉": 1, "笔": 1, "雅": 1, "风": 1 }, "entropyBits": 3.906891, "modalAnswer": "云", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "狐狸": 4, "山羊": 1, "松鼠": 1, "流浪犬": 1, "熊": 1, "狐": 1, "狐裔": 1, "狮": 1, "狮子": 1, "猴": 1, "老鼠": 1, "黑猩猩": 1 }, "entropyBits": 3.373557, "modalAnswer": "狐狸", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 12 }, { "id": "letter-random|ar", "n": 15, "counts": { "د": 7, "م": 2, "أ": 1, "إ": 1, "ت": 1, "ج": 1, "ذ": 1, "ق": 1 }, "entropyBits": 2.463458, "modalAnswer": "د", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 14, "counts": { "蓝": 9, "紫池空香红画签brazinha": 1, "红": 1, "英皇蓝": 1, "蓝紫": 1, "蓝黑红紫褐providers": 1 }, "entropyBits": 1.769546, "modalAnswer": "蓝", "modalCount": 9, "modalShare": 0.642857, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-11-20", "path": "/fingerprints/openai/gpt-4o-2024-11-20/", "meanJsd": 0.719406 }, { "model": "mistralai/mistral-medium-3-5", "path": "/fingerprints/mistralai/mistral-medium-3-5/", "meanJsd": 0.729176 }, { "model": "z-ai/glm-4.5-air", "path": "/fingerprints/z-ai/glm-4.5-air/", "meanJsd": 0.733376 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Ministral 3b 2512 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "a6bf7a2e1df582b7e7abfa088d22042e427f02fab6c210dd559f32a2cf535332" }, { "id": "mistralai/ministral-8b-2512", "displayName": "Ministral 8b 2512", "namespace": "mistralai", "path": "/fingerprints/mistralai/ministral-8b-2512/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "koala": 5, "lemur": 2, "dingo": 1, "fox": 1, "gorilla": 1, "jaguar": 1, "ostrich": 1, "pangolin": 1, "tarsier": 1, "whale": 1 }, "entropyBits": 2.999581, "modalAnswer": "koala", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 15 }, "entropyBits": 0, "modalAnswer": "serendipity", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "пингвин": 3, "слон": 3, "волк": 1, "корова": 1, "кุงга": 1, "лемур": 1, "ленивец": 1, "панда": 1, "слонь": 1, "тигр": 1, "ягуар": 1 }, "entropyBits": 3.272906, "modalAnswer": "пингвин", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|ar", "n": 14, "counts": { "دلفين": 4, "فيل": 2, "قرد": 2, "ثعلب": 1, "دتيل": 1, "دولفين": 1, "سلحفاة": 1, "قندس": 1, "نمر": 1 }, "entropyBits": 2.950212, "modalAnswer": "دلفين", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 15, "counts": { "抽": 1, "旺": 1, "棘": 1, "森": 1, "烁": 1, "犀": 1, "芒": 1, "菁": 1, "菟": 1, "萤": 1, "蝉": 1, "诞": 1, "轩": 1, "逸": 1, "隽": 1 }, "entropyBits": 3.906891, "modalAnswer": "抽", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "狐狸": 3, "狒狒": 3, "狮子": 3, "刺猬": 1, "华南虎": 1, "大象": 1, "沙丁鱼": 1, "犀牛": 1, "狼": 1 }, "entropyBits": 2.955913, "modalAnswer": "狐狸", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "letter-random|ar", "n": 15, "counts": { "ق": 5, "ف": 4, "ج": 2, "ب": 1, "ح": 1, "س": 1, "ط": 1 }, "entropyBits": 2.466248, "modalAnswer": "ق", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "天蓝": 7, "深藕紫": 2, "紫罗兰": 2, "水晶灰": 1, "淡紫罗兰": 1, "深蓝色": 1, "翡翠绿": 1 }, "entropyBits": 2.330125, "modalAnswer": "天蓝", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "mistralai/mistral-large-2512", "path": "/fingerprints/mistralai/mistral-large-2512/", "meanJsd": 0.73376 }, { "model": "openai/gpt-5.1", "path": "/fingerprints/openai/gpt-5.1/", "meanJsd": 0.734144 }, { "model": "mistralai/ministral-14b-2512", "path": "/fingerprints/mistralai/ministral-14b-2512/", "meanJsd": 0.746042 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 1 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Ministral 8b 2512 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "466eb2fc8a74d67f32fff83b6c0304a6e71cfe01aa19d426098d8378c8111da5" }, { "id": "mistralai/mistral-large", "displayName": "Mistral Large", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-large/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 14, "elephant": 1 }, "entropyBits": 0.353359, "modalAnswer": "giraffe", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 15 }, "entropyBits": 0, "modalAnswer": "serendipity", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 9, "жираф": 5, "кенгуру": 1 }, "entropyBits": 1.23096, "modalAnswer": "лев", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 15 }, "entropyBits": 0, "modalAnswer": "زرافة", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 8, "烛": 3, "舟": 2, "忆": 1, "琴": 1 }, "entropyBits": 1.856565, "modalAnswer": "梦", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 9, "企鹅": 2, "猫": 2, "犀牛": 1, "猎豹": 1 }, "entropyBits": 1.738269, "modalAnswer": "狮子", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 5 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 5, "ح": 4, "ز": 2, "ق": 2, "س": 1, "ع": 1 }, "entropyBits": 2.332915, "modalAnswer": "ج", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 14, "靛蓝": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "mistralai/mistral-large-2407", "path": "/fingerprints/mistralai/mistral-large-2407/", "meanJsd": 0.072329 }, { "model": "mistralai/mistral-large-2512", "path": "/fingerprints/mistralai/mistral-large-2512/", "meanJsd": 0.086269 }, { "model": "baidu/ernie-4.5-vl-424b-a47b", "path": "/fingerprints/baidu/ernie-4.5-vl-424b-a47b/", "meanJsd": 0.5605 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.237072 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "letter-random|ar", "seoTitle": "Mistral Large LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "11f191a5e3e80a372f6bbe2eb7f7952586a5eedeff16fd53033459207793603d" }, { "id": "mistralai/mistral-large-2407", "displayName": "Mistral Large 2407", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-large-2407/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 14, "elephant": 1 }, "entropyBits": 0.353359, "modalAnswer": "giraffe", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 15 }, "entropyBits": 0, "modalAnswer": "serendipity", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 12, "жираф": 1, "кенгуру": 1, "слон": 1 }, "entropyBits": 1.038921, "modalAnswer": "лев", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 15 }, "entropyBits": 0, "modalAnswer": "زرافة", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 13, "琴": 2 }, "entropyBits": 0.56651, "modalAnswer": "梦", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 10, "企鹅": 2, "熊猫": 1, "猎豹": 1, "猫": 1 }, "entropyBits": 1.558939, "modalAnswer": "狮子", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "letter-random|ar", "n": 15, "counts": { "ح": 5, "ز": 4, "ج": 2, "ق": 2, "د": 1, "س": 1 }, "entropyBits": 2.332915, "modalAnswer": "ح", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 15 }, "entropyBits": 0, "modalAnswer": "蓝", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "mistralai/mistral-large", "path": "/fingerprints/mistralai/mistral-large/", "meanJsd": 0.072329 }, { "model": "mistralai/mistral-large-2512", "path": "/fingerprints/mistralai/mistral-large-2512/", "meanJsd": 0.076008 }, { "model": "baidu/ernie-4.5-vl-424b-a47b", "path": "/fingerprints/baidu/ernie-4.5-vl-424b-a47b/", "meanJsd": 0.503094 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.237072 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "letter-random|ar", "seoTitle": "Mistral Large 2407 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "53721a11b6add668019b88aaea170bc547c3496d9fee3fbd7069b448a32d2dd0" }, { "id": "mistralai/mistral-large-2512", "displayName": "Mistral Large 2512", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-large-2512/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 14, "lemur": 1 }, "entropyBits": 0.353359, "modalAnswer": "giraffe", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 15 }, "entropyBits": 0, "modalAnswer": "serendipity", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 9, "жираф": 5, "тигр": 1 }, "entropyBits": 1.23096, "modalAnswer": "лев", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 14, "فيل": 1 }, "entropyBits": 0.353359, "modalAnswer": "زرافة", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 13, "烛": 1, "琴": 1 }, "entropyBits": 0.699843, "modalAnswer": "梦", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 6, "企鹅": 5, "猫": 3, "熊猫": 1 }, "entropyBits": 1.781937, "modalAnswer": "狮子", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 5, "ق": 5, "ز": 3, "ح": 1, "د": 1 }, "entropyBits": 2.041946, "modalAnswer": "ج", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 15 }, "entropyBits": 0, "modalAnswer": "蓝", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "mistralai/mistral-large-2407", "path": "/fingerprints/mistralai/mistral-large-2407/", "meanJsd": 0.076008 }, { "model": "mistralai/mistral-large", "path": "/fingerprints/mistralai/mistral-large/", "meanJsd": 0.086269 }, { "model": "baidu/ernie-4.5-vl-424b-a47b", "path": "/fingerprints/baidu/ernie-4.5-vl-424b-a47b/", "meanJsd": 0.53777 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 0.180336 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|ar", "seoTitle": "Mistral Large 2512 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "9d1ea99da4860b7c2c43642c87aed5c527c61f4b616755f8ed357043f4bcb393" }, { "id": "mistralai/mistral-medium-3", "displayName": "Mistral Medium 3", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-medium-3/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 13, "koala": 2 }, "entropyBits": 0.56651, "modalAnswer": "giraffe", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 6, "banana": 6, "jazz": 3 }, "entropyBits": 1.521928, "modalAnswer": "apple", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 3 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 10, "зебра": 4, "кенгуру": 1 }, "entropyBits": 1.158939, "modalAnswer": "жираф", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "ثعلب": 4, "كلب": 4, "نمر": 4, "زرافة": 3 }, "entropyBits": 1.989898, "modalAnswer": "ثعلب", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "树": 4, "桃": 4, "木": 2, "森": 2, "山": 1, "明": 1, "杏": 1 }, "entropyBits": 2.573557, "modalAnswer": "树", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫头鹰": 13, "长颈鹿": 2 }, "entropyBits": 0.56651, "modalAnswer": "猫头鹰", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "ل": 14, "ح": 1 }, "entropyBits": 0.353359, "modalAnswer": "ل", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 9, "蓝": 3, "蓝色": 2, "绿色": 1 }, "entropyBits": 1.55461, "modalAnswer": "紫色", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "mistralai/mistral-medium-3.1", "path": "/fingerprints/mistralai/mistral-medium-3.1/", "meanJsd": 0.534986 }, { "model": "mistralai/mistral-medium-3-5", "path": "/fingerprints/mistralai/mistral-medium-3-5/", "meanJsd": 0.632302 }, { "model": "anthropic/claude-3-haiku", "path": "/fingerprints/anthropic/claude-3-haiku/", "meanJsd": 0.673731 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 1 }, "mostConcentrated": "letter-random|ar", "mostDiverse": "letter-random|zh", "seoTitle": "Mistral Medium 3 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 46, "evidenceHash": "b8ab59b77c59570010b9e0e601e1967b33d758c1c4d90c5919a1356ea52cca23" }, { "id": "mistralai/mistral-medium-3-5", "displayName": "Mistral Medium 3 5", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-medium-3-5/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 6, "fox": 3, "giraffe": 3, "cat": 1, "koala": 1, "lion": 1 }, "entropyBits": 2.238921, "modalAnswer": "elephant", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 9, "apple": 6 }, "entropyBits": 0.970951, "modalAnswer": "banana", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 6, "кот": 3, "жираф": 2, "слон": 2, "крот": 1, "некорит": 1 }, "entropyBits": 2.289246, "modalAnswer": "кошка", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "كلب": 7, "نمر": 7, "قرد": 1 }, "entropyBits": 1.286693, "modalAnswer": "كلب", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 9, "木": 2, "云": 1, "人": 1, "梦": 1, "水": 1 }, "entropyBits": 1.871602, "modalAnswer": "山", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 5, "狮子": 4, "狗": 3, "河马": 1, "熊猫": 1, "貘": 1 }, "entropyBits": 2.282589, "modalAnswer": "猫", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 10, "ب": 4, "ج": 1 }, "entropyBits": 1.158939, "modalAnswer": "م", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 11, "红": 4 }, "entropyBits": 0.836641, "modalAnswer": "蓝", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.480835 }, { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.492273 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.495318 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Mistral Medium 3 5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "23babb8b9eed8d8ece3cbd887038f16adf46046e11874938cdcb8b0cc712fde0" }, { "id": "mistralai/mistral-medium-3.1", "displayName": "Mistral Medium 3.1", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-medium-3.1/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 12, "koala": 3 }, "entropyBits": 0.721928, "modalAnswer": "giraffe", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 15 }, "entropyBits": 0, "modalAnswer": "serendipity", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 12, "зебра": 2, "лиса": 1 }, "entropyBits": 0.905587, "modalAnswer": "жираф", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "نمر": 15 }, "entropyBits": 0, "modalAnswer": "نمر", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "森": 15 }, "entropyBits": 0, "modalAnswer": "森", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "长颈鹿": 10, "猫头鹰": 5 }, "entropyBits": 0.918296, "modalAnswer": "长颈鹿", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 15 }, "entropyBits": 0, "modalAnswer": "م", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "紫": 7, "蓝": 6, "橙": 2 }, "entropyBits": 1.429473, "modalAnswer": "紫", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "mistralai/mistral-medium-3", "path": "/fingerprints/mistralai/mistral-medium-3/", "meanJsd": 0.534986 }, { "model": "mistralai/mistral-large-2512", "path": "/fingerprints/mistralai/mistral-large-2512/", "meanJsd": 0.629699 }, { "model": "mistralai/mistral-large", "path": "/fingerprints/mistralai/mistral-large/", "meanJsd": 0.631782 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "color-random|zh", "seoTitle": "Mistral Medium 3.1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "90ba68fa8dcd08f38cb61329d1deb7bc01d7cdeb4261c83dee3308653e99dc75" }, { "id": "mistralai/mistral-nemo", "displayName": "Mistral Nemo", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-nemo/", "totalSamples": 116, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "cat": 3, "dog": 3, "bison": 1, "chick": 1, "dolphin": 1, "duck": 1, "fox": 1, "ibis": 1, "lion": 1, "rat": 1, "zebra": 1 }, "entropyBits": 3.272906, "modalAnswer": "cat", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 9, "cat": 4, "dog": 1, "lemon": 1 }, "entropyBits": 1.471602, "modalAnswer": "apple", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 14, "counts": { "собака": 3, "лис": 2, "волк": 1, "змея": 1, "кот": 1, "лев": 1, "словец": 1, "слон": 1, "хищник": 1, "черепаха": 1, "칠": 1 }, "entropyBits": 3.324863, "modalAnswer": "собака", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 11 }, { "id": "animal-random|ar", "n": 15, "counts": { "كلب": 2, "bush": 1, "løve": 1, "malgré": 1, "statewide": 1, "السباع": 1, "خلد": 1, "سمك": 1, "سمكة": 1, "فennec": 1, "فهد": 1, "ق": 1, "قط": 1, "ني": 1 }, "entropyBits": 3.773557, "modalAnswer": "كلب", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "letter-random|zh", "n": 15, "counts": { "ajar": 1, "calcular": 1, "orn": 1, "компью": 1, "اگ": 1, "ానం": 1, "一": 1, "剑": 1, "印": 1, "地": 1, "子": 1, "日": 1, "梦": 1, "的": 1, "选": 1 }, "entropyBits": 3.906891, "modalAnswer": "ajar", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 2, "猫": 2, "老虎": 2, "cat": 1, "dolphin": 1, "hedgehog": 1, "tiger": 1, "狗": 1, "肉虫": 1, "蛇": 1, "🐶": 1, "🦊": 1 }, "entropyBits": 3.506891, "modalAnswer": "狮子", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "letter-random|ar", "n": 13, "counts": { "a": 5, "ج": 3, "b": 1, "h": 1, "أ": 1, "ا": 1, "ب": 1 }, "entropyBits": 2.44163, "modalAnswer": "a", "modalCount": 5, "modalShare": 0.384615, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 14, "counts": { "12": 1, "绿": 4, "33cc33": 1, "blue": 1, "blues": 1, "red": 1, "紫色": 1, "红": 1, "蓝": 1, "蓝色": 1, "青": 1 }, "entropyBits": 3.235926, "modalAnswer": "绿", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 11 } ], "nearestReferences": [ { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.55561 }, { "model": "x-ai/grok-4.3", "path": "/fingerprints/x-ai/grok-4.3/", "meanJsd": 0.597271 }, { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.617406 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Mistral Nemo LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "08bb5c4e0fb1dc67ac324245d2687e02e289476f5adaefbc52d35a515da2b195" }, { "id": "mistralai/mistral-saba", "displayName": "Mistral Saba", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-saba/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 8, "elephant": 3, "lion": 2, "bear": 1, "tiger": 1 }, "entropyBits": 1.856565, "modalAnswer": "giraffe", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 4, "aardvark": 1, "crisp": 1, "cucumber": 1, "cybernetics": 1, "jubilation": 1, "juxtaposition": 1, "peacock": 1, "sandcastle": 1, "sycamore": 1, "umbrella": 1, "zebra": 1 }, "entropyBits": 3.373557, "modalAnswer": "banana", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 12 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 9, "волк": 2, "жираф": 1, "кенгуру": 1, "олень": 1, "черепаха": 1 }, "entropyBits": 1.871602, "modalAnswer": "кошка", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 3, "قطة": 3, "قط": 2, "ذئب": 1, "سمكة": 1, "قرد": 1, "قندس": 1, "قنديل": 1, "قِطّ": 1, "نمر": 1 }, "entropyBits": 3.139572, "modalAnswer": "أسد", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 15, "counts": { "囧": 2, "云": 1, "你": 1, "卡": 1, "尧": 1, "春": 1, "昭": 1, "树": 1, "田": 1, "的": 1, "盼": 1, "谐": 1, "闹": 1, "靴": 1 }, "entropyBits": 3.773557, "modalAnswer": "囧", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|zh", "n": 15, "counts": { "长颈鹿": 4, "老虎": 2, "袋鼠": 2, "兔子": 1, "斑马": 1, "海豚": 1, "熊猫": 1, "狗": 1, "猫": 1, "蝙蝠": 1 }, "entropyBits": 3.106891, "modalAnswer": "长颈鹿", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "letter-random|ar", "n": 14, "counts": { "ج": 5, "ق": 5, "ز": 3, "ذ": 1 }, "entropyBits": 1.8092, "modalAnswer": "ج", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 4, "青": 3, "紫色": 2, "绿": 2, "青绿": 2, "绿色": 1, "靛蓝": 1 }, "entropyBits": 2.656565, "modalAnswer": "蓝色", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "mistralai/mixtral-8x22b-instruct", "path": "/fingerprints/mistralai/mixtral-8x22b-instruct/", "meanJsd": 0.454128 }, { "model": "mistralai/mistral-small-2603", "path": "/fingerprints/mistralai/mistral-small-2603/", "meanJsd": 0.492878 }, { "model": "z-ai/glm-4.5v", "path": "/fingerprints/z-ai/glm-4.5v/", "meanJsd": 0.624378 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.90817 }, "mostConcentrated": "letter-random|ar", "mostDiverse": "letter-random|zh", "seoTitle": "Mistral Saba LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "d7e0239ba1cac0768554d475d4b26f09cf44f26b57e1212f754657469bda6a77" }, { "id": "mistralai/mistral-small-24b-instruct-2501", "displayName": "Mistral Small 24b Instruct 2501", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-small-24b-instruct-2501/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "koala": 3, "squirrel": 3, "badger": 1, "bird": 1, "caiman": 1, "deer": 1, "elephant": 1, "emu": 1, "giraffe": 1, "leopard": 1, "ostrich": 1 }, "entropyBits": 3.272906, "modalAnswer": "koala", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 6, "whisper": 2, "apple": 1, "banana": 1, "gittern": 1, "salmon": 1, "table": 1, "unicorn": 1, "whistle": 1 }, "entropyBits": 2.739572, "modalAnswer": "elephant", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "олень": 2, "волк": 1, "кит": 1, "лама": 1, "лемур": 1, "леопард": 1, "лось": 1, "льв": 1, "медведь": 1, "олени": 1, "с": 1, "слeон": 1, "собака": 1, "сове": 1 }, "entropyBits": 3.773557, "modalAnswer": "олень", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|ar", "n": 15, "counts": { "جمل": 2, "كلب": 2, "kav": 1, "kongo": 1, "أيلو": 1, "بومه": 1, "تك": 1, "سلحفاة": 1, "قرد": 1, "كونيو": 1, "نمر": 1, "يام": 1, "吸血鬼蝙蝠": 1 }, "entropyBits": 3.640224, "modalAnswer": "جمل", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 3, "龙": 2, "丁": 1, "悦": 1, "日": 1, "林": 1, "水": 1, "渊": 1, "聪": 1, "草": 1, "通": 1, "风": 1 }, "entropyBits": 3.456565, "modalAnswer": "山", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 4, "熊": 2, "熊猫": 1, "狗": 1, "猫": 1, "蓝鲸": 1, "蜗牛": 1, "金丝猴": 1, "长颈鹿": 1, "鱼": 1, "鹰": 1 }, "entropyBits": 3.240224, "modalAnswer": "狮子", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "b": 2, "ق": 2, "j": 1, "r": 1, "z": 1, "إ": 1, "ب": 1, "ت": 1, "ج": 1, "د": 1, "ر": 1, "ع": 1, "ل": 1 }, "entropyBits": 3.640224, "modalAnswer": "b", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 6, "绿": 3, "瑰红": 1, "紫": 1, "紫色": 1, "红色": 1, "蓝色": 1, "黄": 1 }, "entropyBits": 2.555913, "modalAnswer": "蓝", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 } ], "nearestReferences": [ { "model": "mistralai/mistral-medium-3-5", "path": "/fingerprints/mistralai/mistral-medium-3-5/", "meanJsd": 0.653735 }, { "model": "z-ai/glm-4.5-air", "path": "/fingerprints/z-ai/glm-4.5-air/", "meanJsd": 0.668336 }, { "model": "mistralai/mistral-small-3.2-24b-instruct", "path": "/fingerprints/mistralai/mistral-small-3.2-24b-instruct/", "meanJsd": 0.674933 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Mistral Small 24b Instruct 2501 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 61, "evidenceHash": "657897b8225f5b2cc0471dfe1ded5a35f2ff71e352ebf50bab0b2f55033550c7" }, { "id": "mistralai/mistral-small-2603", "displayName": "Mistral Small 2603", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-small-2603/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 7, "tiger": 2, "capybara": 1, "elephant": 1, "platypus": 1, "sheep": 1, "sloth": 1, "zebra": 1 }, "entropyBits": 2.463458, "modalAnswer": "giraffe", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 2, "banana": 2, "zebra": 2, "giraffe": 1, "jellybean": 1, "nebula": 1, "oxygen": 1, "pineapple": 1, "quasar": 1, "skillet": 1, "tangerine": 1, "watermelon": 1 }, "entropyBits": 3.506891, "modalAnswer": "apple", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 7, "кот": 3, "слон": 2, "бегемот": 1, "коала": 1, "лось": 1 }, "entropyBits": 2.146466, "modalAnswer": "кошка", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "قط": 5, "قرد": 2, "قطة": 2, "أسد": 1, "ارنب": 1, "فهد": 1, "قنديل": 1, "نمر": 1, "هر": 1 }, "entropyBits": 2.866248, "modalAnswer": "قط", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 15, "counts": { "龙": 2, "也": 1, "亭": 1, "凪": 1, "和": 1, "好": 1, "尘": 1, "峰": 1, "泉": 1, "洁": 1, "海": 1, "炽": 1, "田": 1, "骐": 1 }, "entropyBits": 3.773557, "modalAnswer": "龙", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 4, "考拉": 2, "袋鼠": 2, "企鹅": 1, "兔子": 1, "狗": 1, "猫": 1, "豹子": 1, "长颈鹿": 1, "鬣狗": 1 }, "entropyBits": 3.106891, "modalAnswer": "老虎", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "letter-random|ar", "n": 15, "counts": { "ق": 3, "ج": 2, "ح": 2, "ب": 1, "ت": 1, "ث": 1, "ز": 1, "ظ": 1, "ك": 1, "م": 1, "ﺙ": 1 }, "entropyBits": 3.323231, "modalAnswer": "ق", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 6, "蓝色": 4, "绿色": 2, "红色": 1, "青柠": 1, "青色": 1 }, "entropyBits": 2.206239, "modalAnswer": "紫色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "mistralai/mixtral-8x22b-instruct", "path": "/fingerprints/mistralai/mixtral-8x22b-instruct/", "meanJsd": 0.378244 }, { "model": "mistralai/mistral-saba", "path": "/fingerprints/mistralai/mistral-saba/", "meanJsd": 0.492878 }, { "model": "minimax/minimax-01", "path": "/fingerprints/minimax/minimax-01/", "meanJsd": 0.549215 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.841504 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "letter-random|zh", "seoTitle": "Mistral Small 2603 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "b638d65730d14a9b046d8d538c9a95ed5f11432ef038b865a6360fbec47f8ee3" }, { "id": "mistralai/mistral-small-3.2-24b-instruct", "displayName": "Mistral Small 3.2 24b Instruct", "namespace": "mistralai", "path": "/fingerprints/mistralai/mistral-small-3.2-24b-instruct/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 8, "giraffe": 2, "lion": 2, "dog": 1, "eagle": 1, "lemur": 1 }, "entropyBits": 2.040224, "modalAnswer": "elephant", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 9, "capricious": 1, "cat": 1, "ephemeral": 1, "ethereal": 1, "pineapple": 1, "random": 1 }, "entropyBits": 2.004936, "modalAnswer": "elephant", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 15, "counts": { "собака": 3, "тигр": 3, "лев": 2, "лиса": 2, "слон": 2, "волк": 1, "енот": 1, "жираф": 1 }, "entropyBits": 2.872906, "modalAnswer": "собака", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 14, "counts": { "أسد": 2, "ثعلب": 2, "فيل": 2, "literatur": 1, "أنثروبوس": 1, "الزايد": 1, "الكلب": 1, "عصفور": 1, "فرس": 1, "فهد": 1, "يمامة": 1 }, "entropyBits": 3.378783, "modalAnswer": "أسد", "modalCount": 2, "modalShare": 0.142857, "uniqueAnswers": 11 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 6, "爱": 2, "土": 1, "尾": 1, "日": 1, "杉": 1, "青": 1, "飞": 1, "鹅": 1 }, "entropyBits": 2.739572, "modalAnswer": "山", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 6, "狮子": 3, "北极熊": 1, "大象": 1, "熊猫": 1, "老鹰": 1, "鸭子": 1, "鼠": 1 }, "entropyBits": 2.555913, "modalAnswer": "企鹅", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ز": 5, "ج": 3, "ق": 2, "أ": 1, "ب": 1, "ث": 1, "ك": 1, "و": 1 }, "entropyBits": 2.682589, "modalAnswer": "ز", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 10, "洋红": 1, "紫色": 1, "红色": 1, "绿": 1, "绿色": 1 }, "entropyBits": 1.692272, "modalAnswer": "蓝", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-11-20", "path": "/fingerprints/openai/gpt-4o-2024-11-20/", "meanJsd": 0.509415 }, { "model": "openai/gpt-4", "path": "/fingerprints/openai/gpt-4/", "meanJsd": 0.532527 }, { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.551782 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.685172 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ar", "seoTitle": "Mistral Small 3.2 24b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 60, "evidenceHash": "b64a1086f6ea59a04ba9250de3eaeb749e2d7571b3013608ebd012aae3c5ee42" }, { "id": "mistralai/mixtral-8x22b-instruct", "displayName": "Mixtral 8x22b Instruct", "namespace": "mistralai", "path": "/fingerprints/mistralai/mixtral-8x22b-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 10, "tiger": 2, "kangaroo": 1, "octopus": 1, "sloth": 1 }, "entropyBits": 1.558939, "modalAnswer": "giraffe", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 1, "banana": 1, "blossom": 1, "butterfly": 1, "condolence": 1, "flimflam": 1, "jellybean": 1, "pineapple": 1, "rainbow": 1, "salmon": 1, "sunflower": 1, "sycamore": 1, "tumbleweed": 1, "underwater": 1, "whisper": 1 }, "entropyBits": 3.906891, "modalAnswer": "apple", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 8, "волк": 2, "кот": 2, "гепард": 1, "лиса": 1, "слон": 1 }, "entropyBits": 2.040224, "modalAnswer": "кошка", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "قط": 6, "قطة": 2, "أسد": 1, "ثعلب": 1, "فرس": 1, "قندس": 1, "نمر": 1, "هر": 1, "وزرافة": 1 }, "entropyBits": 2.739572, "modalAnswer": "قط", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 15, "counts": { "亖": 1, "亥": 1, "人": 1, "兔": 1, "凤": 1, "呷": 1, "囧": 1, "好": 1, "森": 1, "泥": 1, "洪": 1, "炅": 1, "舞": 1, "苗": 1, "龙": 1 }, "entropyBits": 3.906891, "modalAnswer": "亖", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 5, "袋鼠": 3, "企鹅": 1, "斑马": 1, "狗": 1, "考拉": 1, "蜗牛": 1, "蝙蝠": 1, "长颈鹿": 1 }, "entropyBits": 2.815922, "modalAnswer": "老虎", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "letter-random|ar", "n": 15, "counts": { "ق": 4, "ج": 3, "ح": 2, "ث": 1, "ذ": 1, "ر": 1, "ز": 1, "م": 1, "ه": 1 }, "entropyBits": 2.923231, "modalAnswer": "ق", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 4, "蓝色": 4, "绿色": 3, "品蓝": 1, "紫罗兰色": 1, "绿": 1, "青色": 1 }, "entropyBits": 2.523231, "modalAnswer": "紫色", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "mistralai/mistral-small-2603", "path": "/fingerprints/mistralai/mistral-small-2603/", "meanJsd": 0.378244 }, { "model": "mistralai/mistral-saba", "path": "/fingerprints/mistralai/mistral-saba/", "meanJsd": 0.454128 }, { "model": "google/gemma-2-27b-it", "path": "/fingerprints/google/gemma-2-27b-it/", "meanJsd": 0.629114 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.841504 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Mixtral 8x22b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "c84a0f4d224506f223f668cf690066967fc08cebb0c10a54db9d653352f8c4ee" }, { "id": "mistralai/voxtral-small-24b-2507", "displayName": "Voxtral Small 24b 2507", "namespace": "mistralai", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 8, "lion": 5, "dog": 2 }, "entropyBits": 1.399581, "modalAnswer": "elephant", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 13, "cat": 2 }, "entropyBits": 0.56651, "modalAnswer": "apple", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "собака": 6, "волк": 4, "кот": 1, "кошка": 1, "лев": 1, "лиса": 1, "слон": 1 }, "entropyBits": 2.339572, "modalAnswer": "собака", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "نمر": 8, "ثعلب": 3, "فيل": 3, "زرافة": 1 }, "entropyBits": 1.672906, "modalAnswer": "نمر", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "日": 6, "乙": 3, "亻": 2, "木": 1, "桃": 1, "爱": 1, "马": 1 }, "entropyBits": 2.42258, "modalAnswer": "日", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "狗": 5, "狮子": 4, "猫": 2, "老虎": 2, "大象": 1, "熊": 1 }, "entropyBits": 2.332915, "modalAnswer": "狗", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 7, "ج": 5, "أ": 2, "b": 1 }, "entropyBits": 1.689482, "modalAnswer": "ب", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 7, "蓝": 6, "红色": 1, "绿": 1 }, "entropyBits": 1.562807, "modalAnswer": "蓝色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3-30b-a3b-instruct-2507", "path": "/fingerprints/qwen/qwen3-30b-a3b-instruct-2507/", "meanJsd": 0.437094 }, { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.472248 }, { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.472834 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Voxtral Small 24b 2507 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "cff049010321bb98f825bf850e45f7449962f903c6494aaedc54e1cc987a5de1" }, { "id": "moonshotai/kimi-k2", "displayName": "Kimi K2", "namespace": "moonshotai", "path": "/fingerprints/moonshotai/kimi-k2/", "totalSamples": 117, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "octopus": 6, "axolotl": 4, "platypus": 3, "pangolin": 2 }, "entropyBits": 1.889246, "modalAnswer": "octopus", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 14, "counts": { "serendipity": 6, "zephyr": 4, "blueberry": 1, "quokka": 1, "thistle": 1, "umbrella": 1 }, "entropyBits": 2.128085, "modalAnswer": "serendipity", "modalCount": 6, "modalShare": 0.428571, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 4, "кот": 3, "собака": 2, "сурок": 2, "волк": 1, "вомбат": 1, "ворон": 1, "кенгуру": 1 }, "entropyBits": 2.789898, "modalAnswer": "слон", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 14, "counts": { "فيل": 11, "أرنب": 1, "ذئب": 1, "فهد": 1 }, "entropyBits": 1.08923, "modalAnswer": "فيل", "modalCount": 11, "modalShare": 0.785714, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "森": 6, "雨": 2, "墨": 1, "树": 1, "猫": 1, "随": 1, "风": 1, "鹤": 1, "龘": 1 }, "entropyBits": 2.739572, "modalAnswer": "森", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 4, "企鹅": 2, "猫头鹰": 2, "虎": 2, "熊猫": 1, "猫": 1, "猫鼬": 1, "长颈鹿": 1, "雪豹": 1 }, "entropyBits": 2.973557, "modalAnswer": "老虎", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "letter-random|ar", "n": 15, "counts": { "ض": 8, "م": 4, "ب": 1, "ث": 1, "ص": 1 }, "entropyBits": 1.773557, "modalAnswer": "ض", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 14, "counts": { "靛蓝": 9, "紫色": 2, "青色": 2, "蓝色": 1 }, "entropyBits": 1.483832, "modalAnswer": "靛蓝", "modalCount": 9, "modalShare": 0.642857, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "moonshotai/kimi-k2-0905", "path": "/fingerprints/moonshotai/kimi-k2-0905/", "meanJsd": 0.311386 }, { "model": "moonshotai/kimi-k2.5", "path": "/fingerprints/moonshotai/kimi-k2.5/", "meanJsd": 0.319183 }, { "model": "moonshotai/kimi-k2.6", "path": "/fingerprints/moonshotai/kimi-k2.6/", "meanJsd": 0.440227 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.391178 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "animal-random|zh", "seoTitle": "Kimi K2 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "54d3b27672004177283d83b0dad9181bf97d2d6b3777d130df16483b0b09cd3c" }, { "id": "moonshotai/kimi-k2-0905", "displayName": "Kimi K2 0905", "namespace": "moonshotai", "path": "/fingerprints/moonshotai/kimi-k2-0905/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 5, "octopus": 5, "axolotl": 2, "aardvark": 1, "otter": 1, "platypus": 1 }, "entropyBits": 2.225605, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 6, "umbrella": 3, "zephyr": 2, "bicycle": 1, "pineapple": 1, "thistle": 1, "whisper": 1 }, "entropyBits": 2.42258, "modalAnswer": "serendipity", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 14, "counts": { "слон": 6, "кот": 2, "бобр": 1, "выхухоль": 1, "кенгуру": 1, "киберпес": 1, "коала": 1, "собака": 1 }, "entropyBits": 2.556657, "modalAnswer": "слон", "modalCount": 6, "modalShare": 0.428571, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 6, "فأر": 2, "فهد": 2, "نمر": 2, "زرافة": 1, "ضفدع": 1, "نمس": 1 }, "entropyBits": 2.472906, "modalAnswer": "فيل", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "森": 4, "墨": 2, "山": 1, "曦": 1, "树": 1, "淼": 1, "熵": 1, "雨": 1, "鬱": 1, "鲲": 1, "鹤": 1 }, "entropyBits": 3.240224, "modalAnswer": "森", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 4, "猫": 3, "水豚": 1, "海鬣蜥": 1, "熊猫": 1, "犰狳": 1, "猫头鹰": 1, "穿山甲": 1, "虎": 1, "长颈鹿": 1 }, "entropyBits": 3.056565, "modalAnswer": "企鹅", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 7, "ب": 2, "m": 1, "ص": 1, "ض": 1, "ط": 1, "ق": 1, "ك": 1 }, "entropyBits": 2.463458, "modalAnswer": "م", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "靛蓝": 9, "青色": 2, "紫罗兰": 1, "紫色": 1, "蓝": 1, "青柠": 1 }, "entropyBits": 1.871602, "modalAnswer": "靛蓝", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "moonshotai/kimi-k2", "path": "/fingerprints/moonshotai/kimi-k2/", "meanJsd": 0.311386 }, { "model": "moonshotai/kimi-k2.5", "path": "/fingerprints/moonshotai/kimi-k2.5/", "meanJsd": 0.333755 }, { "model": "moonshotai/kimi-k2.6", "path": "/fingerprints/moonshotai/kimi-k2.6/", "meanJsd": 0.412964 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.391178 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Kimi K2 0905 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "69290816fd6c02e47f1feac4a0d91a86401111901ea69493f13e7085aeca6df2" }, { "id": "moonshotai/kimi-k2.5", "displayName": "Kimi K2.5", "namespace": "moonshotai", "path": "/fingerprints/moonshotai/kimi-k2.5/", "totalSamples": 103, "minCellSamples": 11, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 12, "counts": { "octopus": 4, "axolotl": 3, "platypus": 2, "aardvark": 1, "dolphin": 1, "narwhal": 1 }, "entropyBits": 2.355389, "modalAnswer": "octopus", "modalCount": 4, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 11, "counts": { "serendipity": 3, "umbrella": 3, "butterfly": 1, "elephant": 1, "heliotrope": 1, "quokka": 1, "zephyr": 1 }, "entropyBits": 2.594907, "modalAnswer": "serendipity", "modalCount": 3, "modalShare": 0.272727, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 13, "counts": { "кот": 3, "слон": 2, "бегемот": 1, "единорог": 1, "капибара": 1, "кошка": 1, "лемминг": 1, "окапи": 1, "сокол": 1, "сорока": 1 }, "entropyBits": 3.180833, "modalAnswer": "кот", "modalCount": 3, "modalShare": 0.230769, "uniqueAnswers": 10 }, { "id": "animal-random|ar", "n": 14, "counts": { "فيل": 9, "فهد": 3, "النمر": 1, "قطة": 1 }, "entropyBits": 1.429911, "modalAnswer": "فيل", "modalCount": 9, "modalShare": 0.642857, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 12, "counts": { "树": 2, "森": 2, "雨": 2, "棋": 1, "氷": 1, "熵": 1, "雾": 1, "驷": 1, "鹤": 1 }, "entropyBits": 3.084963, "modalAnswer": "树", "modalCount": 2, "modalShare": 0.166667, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 6, "猫头鹰": 2, "虎": 2, "狼": 1, "猫": 1, "穿山甲": 1, "羚羊": 1, "袋鼠": 1 }, "entropyBits": 2.606239, "modalAnswer": "企鹅", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 12, "counts": { "م": 6, "ب": 2, "ذ": 1, "ض": 1, "ق": 1, "و": 1 }, "entropyBits": 2.125815, "modalAnswer": "م", "modalCount": 6, "modalShare": 0.5, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 14, "counts": { "靛蓝": 8, "紫色": 3, "青色": 3 }, "entropyBits": 1.4138, "modalAnswer": "靛蓝", "modalCount": 8, "modalShare": 0.571429, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "moonshotai/kimi-k2", "path": "/fingerprints/moonshotai/kimi-k2/", "meanJsd": 0.319183 }, { "model": "moonshotai/kimi-k2-0905", "path": "/fingerprints/moonshotai/kimi-k2-0905/", "meanJsd": 0.333755 }, { "model": "moonshotai/kimi-k2.6", "path": "/fingerprints/moonshotai/kimi-k2.6/", "meanJsd": 0.411548 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 0.586204 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Kimi K2.5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 39, "evidenceHash": "6257544a6bedc053f81fb7c6c9d614cb42b4511c03ff1f37986a9ca70bae8ed4" }, { "id": "moonshotai/kimi-k2.6", "displayName": "Kimi K2.6", "namespace": "moonshotai", "path": "/fingerprints/moonshotai/kimi-k2.6/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "platypus": 6, "axolotl": 3, "aardvark": 2, "octopus": 2, "elephant": 1, "jaguar": 1 }, "entropyBits": 2.289246, "modalAnswer": "platypus", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 3, "whisper": 2, "banana": 1, "hippopotamus": 1, "indigo": 1, "kaleidoscope": 1, "lighthouse": 1, "luminescent": 1, "luminous": 1, "quokka": 1, "umbrella": 1, "vortex": 1 }, "entropyBits": 3.456565, "modalAnswer": "serendipity", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "animal-random|ru", "n": 15, "counts": { "капибара": 3, "слон": 3, "кот": 2, "кошка": 2, "бабочка": 1, "красный": 1, "лев": 1, "медведь": 1, "пингвин": 1 }, "entropyBits": 3.006239, "modalAnswer": "капибара", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "فهد": 6, "فيل": 2, "نمر": 2, "أسد": 1, "الأسد": 1, "زرافة": 1, "قط": 1, "قطط": 1 }, "entropyBits": 2.606239, "modalAnswer": "فهد", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 15, "counts": { "鹤": 3, "喆": 1, "墨": 1, "曦": 1, "梦": 1, "森": 1, "榫": 1, "橤": 1, "秋": 1, "雁": 1, "霡": 1, "风": 1, "龘": 1 }, "entropyBits": 3.589898, "modalAnswer": "鹤", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 13 }, { "id": "animal-random|zh", "n": 15, "counts": { "长颈鹿": 4, "猫": 2, "穿山甲": 2, "企鹅": 1, "大象": 1, "水獭": 1, "狐獴": 1, "狼": 1, "老虎": 1, "虎": 1 }, "entropyBits": 3.106891, "modalAnswer": "长颈鹿", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "letter-random|ar", "n": 14, "counts": { "م": 8, "ب": 1, "ث": 1, "د": 1, "ذ": 1, "ض": 1, "ظ": 1 }, "entropyBits": 2.093069, "modalAnswer": "م", "modalCount": 8, "modalShare": 0.571429, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "靛蓝": 10, "紫色": 2, "青色": 1, "靛蓝紫": 1, "靛青": 1 }, "entropyBits": 1.558939, "modalAnswer": "靛蓝", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "moonshotai/kimi-k2.5", "path": "/fingerprints/moonshotai/kimi-k2.5/", "meanJsd": 0.411548 }, { "model": "moonshotai/kimi-k2-0905", "path": "/fingerprints/moonshotai/kimi-k2-0905/", "meanJsd": 0.412964 }, { "model": "moonshotai/kimi-k2", "path": "/fingerprints/moonshotai/kimi-k2/", "meanJsd": 0.440227 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.775489 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Kimi K2.6 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 39, "evidenceHash": "ffa36b39830e1f2282e11d71cd5814e3adcf880b7f2f75b616e0438bd20cf42b" }, { "id": "nousresearch/hermes-3-llama-3.1-405b", "displayName": "Hermes 3 Llama 3.1 405b", "namespace": "nousresearch", "path": "/fingerprints/nousresearch/hermes-3-llama-3.1-405b/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 7, "octopus": 6, "cat": 1, "kangaroo": 1 }, "entropyBits": 1.562807, "modalAnswer": "elephant", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "octopus": 6, "elephant": 4, "apple": 1, "eccentricity": 1, "hippopotamus": 1, "mongoose": 1, "tree": 1 }, "entropyBits": 2.339572, "modalAnswer": "octopus", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 7, "енот": 3, "жираф": 1, "кенгуру": 1, "кит": 1, "кролик": 1, "пингвин": 1 }, "entropyBits": 2.279799, "modalAnswer": "слон", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "نمر": 11, "فيل": 4 }, "entropyBits": 0.836641, "modalAnswer": "نمر", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "木": 5, "壹": 2, "cision": 1, "凭": 1, "壶": 1, "好": 1, "树": 1, "苏": 1, "鑫": 1, "风": 1 }, "entropyBits": 2.999581, "modalAnswer": "木", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "狗": 6, "猫": 5, "海豚": 1, "熊": 1, "狮子": 1, "老虎": 1 }, "entropyBits": 2.09893, "modalAnswer": "狗", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 3, "خ": 3, "د": 3, "س": 3, "ج": 1, "ض": 1, "ل": 1 }, "entropyBits": 2.638921, "modalAnswer": "ب", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "inclusionai/ling-2.6-1t", "path": "/fingerprints/inclusionai/ling-2.6-1t/", "meanJsd": 0.464208 }, { "model": "inception/mercury-2", "path": "/fingerprints/inception/mercury-2/", "meanJsd": 0.529943 }, { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.533926 } ], "strongestDifference": { "id": "word-random|en", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Hermes 3 Llama 3.1 405b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 53, "evidenceHash": "7afaf3c0ecd83fdf9ac2726e40610ed7ab07eeac4d6de9c724a50bebeb60aaa8" }, { "id": "nousresearch/hermes-3-llama-3.1-70b", "displayName": "Hermes 3 Llama 3.1 70b", "namespace": "nousresearch", "path": "/fingerprints/nousresearch/hermes-3-llama-3.1-70b/", "totalSamples": 100, "minCellSamples": 5, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 8, "counts": { "kangaroo": 4, "giraffe": 2, "raccoon": 1, "sloth": 1 }, "entropyBits": 1.75, "modalAnswer": "kangaroo", "modalCount": 4, "modalShare": 0.5, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 5, "counts": { "caterpillar": 1, "scissors": 1, "umbrella": 1, "unpredictability": 1, "zephyr": 1 }, "entropyBits": 2.321928, "modalAnswer": "caterpillar", "modalCount": 1, "modalShare": 0.2, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 5, "енот": 2, "кошка": 2, "ежик": 1, "жираф": 1, "кролик": 1, "лев": 1, "лось": 1, "медведь": 1 }, "entropyBits": 2.866248, "modalAnswer": "слон", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 12, "counts": { "زرافة": 5, "كänguru": 2, "كلب": 2, "سerval": 1, "فيل": 1, "قطةwidgetitemmorelinktext": 1 }, "entropyBits": 2.284159, "modalAnswer": "زرافة", "modalCount": 5, "modalShare": 0.416667, "uniqueAnswers": 6 }, { "id": "letter-random|zh", "n": 15, "counts": { "中": 4, "临": 1, "乐": 1, "修": 1, "吉": 1, "夜": 1, "幸": 1, "燎": 1, "物": 1, "玄": 1, "美": 1, "鹤": 1 }, "entropyBits": 3.373557, "modalAnswer": "中", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 12 }, { "id": "animal-random|zh", "n": 15, "counts": { "5": 1, "企鹅": 4, "海马": 2, "大熊猫": 1, "大象": 1, "孔雀": 1, "狮子": 1, "猕猴": 1, "猴子": 1, "虎鲸": 1, "袋鼠": 1 }, "entropyBits": 3.240224, "modalAnswer": "企鹅", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "ط": 4, "ر": 2, "س": 2, "ق": 2, "أ": 1, "ت": 1, "ص": 1, "ك": 1, "ن": 1 }, "entropyBits": 2.973557, "modalAnswer": "ط", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 10, "绿色": 5 }, "entropyBits": 0.918296, "modalAnswer": "蓝色", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "meta-llama/llama-3.3-70b-instruct", "path": "/fingerprints/meta-llama/llama-3.3-70b-instruct/", "meanJsd": 0.646971 }, { "model": "nousresearch/hermes-4-70b", "path": "/fingerprints/nousresearch/hermes-4-70b/", "meanJsd": 0.656368 }, { "model": "openai/gpt-4o-mini", "path": "/fingerprints/openai/gpt-4o-mini/", "meanJsd": 0.657784 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Hermes 3 Llama 3.1 70b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "d2c23c7e144bbda8535072c28fbebaddc5895fca8b353bd744b7ec9c6382aeef" }, { "id": "nousresearch/hermes-4-70b", "displayName": "Hermes 4 70b", "namespace": "nousresearch", "path": "/fingerprints/nousresearch/hermes-4-70b/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "1": 1, "kangaroo": 4, "giraffe": 2, "zebra": 2, "anteater": 1, "badger": 1, "eel": 1, "elephant": 1, "koala": 1, "sloth": 1 }, "entropyBits": 3.106891, "modalAnswer": "kangaroo", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 4, "aardvark": 1, "bracket": 1, "catastrophe": 1, "eclipse": 1, "elephant": 1, "moonlight": 1, "pineapple": 1, "sunflower": 1, "thunderstorm": 1, "tractor": 1, "whistle": 1 }, "entropyBits": 3.373557, "modalAnswer": "apple", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 12 }, { "id": "animal-random|ru", "n": 14, "counts": { "кошка": 2, "лев": 2, "белка": 1, "дельфин": 1, "кенгуру": 1, "кошачий": 1, "лосось": 1, "обезьяна": 1, "слон": 1, "собака": 1, "🐘": 1, "🦊": 1 }, "entropyBits": 3.521641, "modalAnswer": "кошка", "modalCount": 2, "modalShare": 0.142857, "uniqueAnswers": 12 }, { "id": "animal-random|ar", "n": 15, "counts": { "أرنب": 2, "ثعلب": 2, "فيل": 2, "نمر": 2, "تمساح": 1, "تنين": 1, "ضفدع": 1, "فراشة": 1, "فهد": 1, "كلب": 1, "ليمور": 1 }, "entropyBits": 3.373557, "modalAnswer": "أرنب", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 11 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 2, "中": 1, "云": 1, "供": 1, "宁": 1, "川": 1, "忠": 1, "日": 1, "木": 1, "梦": 1, "王": 1, "觉": 1, "言": 1, "鹅": 1 }, "entropyBits": 3.773557, "modalAnswer": "山", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 4, "狮子": 2, "乌龟": 1, "大象": 1, "恐龙": 1, "斑马": 1, "熊猫": 1, "狗": 1, "猪": 1, "貘": 1, "🐘": 1 }, "entropyBits": 3.240224, "modalAnswer": "猫", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 5, "ز": 2, "ص": 2, "g": 1, "ت": 1, "د": 1, "ر": 1, "س": 1, "ل": 1 }, "entropyBits": 2.866248, "modalAnswer": "م", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 9, "绿色": 4, "粉色": 1, "黄色": 1 }, "entropyBits": 1.471602, "modalAnswer": "蓝色", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "openai/gpt-4o-mini", "path": "/fingerprints/openai/gpt-4o-mini/", "meanJsd": 0.595699 }, { "model": "deepseek/deepseek-chat-v3.1", "path": "/fingerprints/deepseek/deepseek-chat-v3.1/", "meanJsd": 0.600595 }, { "model": "nvidia/llama-3.3-nemotron-super-49b-v1.5", "path": "/fingerprints/nvidia/llama-3.3-nemotron-super-49b-v1.5/", "meanJsd": 0.601109 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.90817 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Hermes 4 70b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "77ff69e3517a55fd76c881773c84d48fe72eb4a88a1ed80b014f2afaf176b2f7" }, { "id": "nvidia/llama-3.3-nemotron-super-49b-v1.5", "displayName": "Llama 3.3 Nemotron Super 49b V1.5", "namespace": "nvidia", "path": "/fingerprints/nvidia/llama-3.3-nemotron-super-49b-v1.5/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "kangaroo": 15 }, "entropyBits": 0, "modalAnswer": "kangaroo", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 15 }, "entropyBits": 0, "modalAnswer": "apple", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 15 }, "entropyBits": 0, "modalAnswer": "тигр", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 15 }, "entropyBits": 0, "modalAnswer": "فيل", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "云": 15 }, "entropyBits": 0, "modalAnswer": "云", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 15 }, "entropyBits": 0, "modalAnswer": "猫", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|ar", "n": 14, "counts": { "م": 14 }, "entropyBits": 0, "modalAnswer": "م", "modalCount": 14, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-5.4", "path": "/fingerprints/openai/gpt-5.4/", "meanJsd": 0.542062 }, { "model": "qwen/qwen3.5-plus-20260420", "path": "/fingerprints/qwen/qwen3.5-plus-20260420/", "meanJsd": 0.548585 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.550737 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 1 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "animal-random|ar", "seoTitle": "Llama 3.3 Nemotron Super 49b V1.5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 63, "evidenceHash": "ab4b2f5703f5bd1f6f9c51aedb4b75c73063402c5517f4f21e42cb0592681700" }, { "id": "nvidia/nemotron-3-nano-30b-a3b", "displayName": "Nemotron 3 Nano 30b A3b", "namespace": "nvidia", "path": "/fingerprints/nvidia/nemotron-3-nano-30b-a3b/", "totalSamples": 117, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 10, "giraffe": 2, "axolotl": 1, "cat": 1, "kangaroo": 1 }, "entropyBits": 1.558939, "modalAnswer": "elephant", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 14, "counts": { "apple": 4, "river": 2, "dream": 1, "kaleidoscope": 1, "oracle": 1, "puzzle": 1, "quantum": 1, "silica": 1, "zebra": 1, "zomby": 1 }, "entropyBits": 3.093069, "modalAnswer": "apple", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "собака": 3, "elephant": 1, "ли": 1, "лиракула": 1, "лисa": 1, "лиса": 1, "лисица": 1, "обезьяна": 1, "овца": 1, "олень": 1, "осьменькоifera": 1, "рыба": 1, "слон": 1 }, "entropyBits": 3.589898, "modalAnswer": "собака", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 13 }, { "id": "animal-random|ar", "n": 13, "counts": { "cat": 2, "غزال": 2, "狐狸": 2, "sloth": 1, "spotlight": 1, "utaopanerpctomying": 1, "ذئب": 1, "زرافت": 1, "غراب": 1, "猎豹": 1 }, "entropyBits": 3.238901, "modalAnswer": "cat", "modalCount": 2, "modalShare": 0.153846, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 15, "counts": { "东": 1, "凉": 1, "和": 1, "国": 1, "山": 1, "是": 1, "枫": 1, "氵": 1, "永": 1, "汉": 1, "火": 1, "的": 1, "蛋": 1, "青": 1, "鼎": 1 }, "entropyBits": 3.906891, "modalAnswer": "东", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|zh", "n": 15, "counts": { "狐狸": 3, "wolf": 1, "变色龙": 1, "家禽": 1, "灵狐": 1, "狮子": 1, "狼": 1, "猫": 1, "猫猫猫": 1, "猴子": 1, "羊驼": 1, "苔藓狐猴": 1, "鹤": 1 }, "entropyBits": 3.589898, "modalAnswer": "狐狸", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 13 }, { "id": "letter-random|ar", "n": 15, "counts": { "k": 5, "b": 2, "d": 2, "q": 2, "g": 1, "x": 1, "z": 1, "ب": 1 }, "entropyBits": 2.732915, "modalAnswer": "k", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "red": 4, "蓝色": 4, "蓝": 2, "blue": 1, "green": 1, "purple": 1, "儿童跑步鞋清洁指南": 1, "红色": 1 }, "entropyBits": 2.706891, "modalAnswer": "red", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 } ], "nearestReferences": [ { "model": "x-ai/grok-4.3", "path": "/fingerprints/x-ai/grok-4.3/", "meanJsd": 0.661502 }, { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.681537 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.699787 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 0.902521 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Nemotron 3 Nano 30b A3b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 53, "evidenceHash": "d3f20729812f018cee06d52c02bc6e01b5960e8671626bd6174d1f5592c1677d" }, { "id": "nvidia/nemotron-3-super-120b-a12b", "displayName": "Nemotron 3 Super 120b A12b", "namespace": "nvidia", "path": "/fingerprints/nvidia/nemotron-3-super-120b-a12b/", "totalSamples": 111, "minCellSamples": 11, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 14, "counts": { "axolotl": 7, "crab": 1, "flamingo": 1, "fox": 1, "kangaroo": 1, "octopus": 1, "owl": 1, "tarsier": 1 }, "entropyBits": 2.403677, "modalAnswer": "axolotl", "modalCount": 7, "modalShare": 0.5, "uniqueAnswers": 8 }, { "id": "word-random|en", "n": 11, "counts": { "apple": 2, "banana": 2, "bloop": 1, "blue": 1, "dragonfly": 1, "luminescent": 1, "luna": 1, "sunset": 1, "zinnia": 1 }, "entropyBits": 3.095795, "modalAnswer": "apple", "modalCount": 2, "modalShare": 0.181818, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "коала": 3, "крокодил": 2, "гепард": 1, "жираф": 1, "зебра": 1, "капибара": 1, "кенгуру": 1, "киви": 1, "лев": 1, "лис": 1, "лисёнок": 1, "слон": 1 }, "entropyBits": 3.456565, "modalAnswer": "коала", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "animal-random|ar", "n": 15, "counts": { "النمر": 2, "زرافة": 2, "نمر": 2, "أرنب": 1, "البطريق": 1, "الكوالا": 1, "بومة": 1, "ثعلب": 1, "ضفدع": 1, "فيل": 1, "قرد": 1, "قطة": 1 }, "entropyBits": 3.506891, "modalAnswer": "النمر", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "letter-random|zh", "n": 14, "counts": { "龙": 3, "山": 1, "春": 1, "曜": 1, "木": 1, "桜": 1, "水": 1, "熔": 1, "电": 1, "福": 1, "艳": 1, "艹": 1 }, "entropyBits": 3.46772, "modalAnswer": "龙", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 12 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 7, "斑马": 2, "猫": 2, "长颈鹿": 2, "大象": 1, "狐狸": 1 }, "entropyBits": 2.196792, "modalAnswer": "企鹅", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 12, "counts": { "م": 5, "m": 3, "j": 1, "k": 1, "ب": 1, "ج": 1 }, "entropyBits": 2.221252, "modalAnswer": "م", "modalCount": 5, "modalShare": 0.416667, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 4, "绿色": 3, "蓝": 3, "紫色": 2, "blue": 1, "红": 1, "青色": 1 }, "entropyBits": 2.606239, "modalAnswer": "蓝色", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "qwen/qwen3.6-35b-a3b", "path": "/fingerprints/qwen/qwen3.6-35b-a3b/", "meanJsd": 0.617479 }, { "model": "mistralai/mistral-medium-3-5", "path": "/fingerprints/mistralai/mistral-medium-3-5/", "meanJsd": 0.638411 }, { "model": "inclusionai/ling-2.6-flash", "path": "/fingerprints/inclusionai/ling-2.6-flash/", "meanJsd": 0.651058 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 1 }, "mostConcentrated": "animal-random|zh", "mostDiverse": "animal-random|ar", "seoTitle": "Nemotron 3 Super 120b A12b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 56, "evidenceHash": "432980e6687ca7e75e89aa6dfa6aedd387c8439d160e8298294076087b38c9ee" }, { "id": "nvidia/nemotron-3-ultra-550b-a55b", "displayName": "Nemotron 3 Ultra 550b A55b", "namespace": "nvidia", "path": "/fingerprints/nvidia/nemotron-3-ultra-550b-a55b/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "penguin": 10, "giraffe": 2, "octopus": 1, "otter": 1, "platypus": 1 }, "entropyBits": 1.558939, "modalAnswer": "penguin", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 2, "penguin": 2, "pineapple": 2, "serendipity": 2, "avocado": 1, "banana": 1, "cloud": 1, "ethereal": 1, "kite": 1, "octopus": 1, "potato": 1 }, "entropyBits": 3.373557, "modalAnswer": "elephant", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 5, "слон": 5, "тигр": 3, "кот": 2 }, "entropyBits": 1.908613, "modalAnswer": "кошка", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 7, "فيل": 3, "الفيل": 2, "دلفين": 1, "زرافة": 1, "نمر": 1 }, "entropyBits": 2.146466, "modalAnswer": "أسد", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "letter-random|zh", "n": 15, "counts": { "福": 7, "随": 2, "龙": 2, "云": 1, "山": 1, "梦": 1, "风": 1 }, "entropyBits": 2.330125, "modalAnswer": "福", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 8, "大象": 2, "河马": 1, "海豚": 1, "狮子": 1, "猴子": 1, "长颈鹿": 1 }, "entropyBits": 2.173557, "modalAnswer": "企鹅", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 7, "ج": 5, "أ": 1, "س": 1, "ط": 1 }, "entropyBits": 1.822816, "modalAnswer": "م", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "anthropic/claude-sonnet-4", "path": "/fingerprints/anthropic/claude-sonnet-4/", "meanJsd": 0.445847 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.488393 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.49918 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.803329 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Nemotron 3 Ultra 550b A55b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 56, "evidenceHash": "28dfc115e28b6ff23225e71ff6f4553b9f37357545252973e3f5df87e56d34af" }, { "id": "openai/gpt-3.5-turbo", "displayName": "GPT 3.5 Turbo", "namespace": "openai", "path": "/fingerprints/openai/gpt-3.5-turbo/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 5, "tiger": 4, "lion": 2, "penguin": 2, "fox": 1, "giraffe": 1 }, "entropyBits": 2.332915, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 11, "apple": 4 }, "entropyBits": 0.836641, "modalAnswer": "elephant", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 6, "слон": 5, "кошка": 2, "еж": 1, "львица": 1 }, "entropyBits": 1.965596, "modalAnswer": "лев", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 6, "قرد": 2, "أسد": 1, "سلحفاة": 1, "قط": 1, "قطة": 1, "قطّ": 1, "كلب": 1, "نمر": 1 }, "entropyBits": 2.739572, "modalAnswer": "فيل", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 15, "counts": { "水": 4, "狗": 2, "书": 1, "木": 1, "桃": 1, "篮": 1, "苹": 1, "车": 1, "雨": 1, "青": 1, "风": 1 }, "entropyBits": 3.240224, "modalAnswer": "水", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 11 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 3, "猫": 3, "猩猩": 2, "大象": 1, "狐狸": 1, "狼": 1, "猴": 1, "猴子": 1, "豹": 1, "鹿": 1 }, "entropyBits": 3.139572, "modalAnswer": "狮子", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 9, "ب": 4, "د": 1, "ق": 1 }, "entropyBits": 1.471602, "modalAnswer": "ج", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 14, "靛蓝": 1 }, "entropyBits": 0.353359, "modalAnswer": "紫色", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "writer/palmyra-x5", "path": "/fingerprints/writer/palmyra-x5/", "meanJsd": 0.504445 }, { "model": "z-ai/glm-4.5v", "path": "/fingerprints/z-ai/glm-4.5v/", "meanJsd": 0.535059 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.540545 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.724511 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "GPT 3.5 Turbo LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "faac53e9d2c6bcfc1a3d47d51f28429e1f9f9d5ca10cae2f3a3511048b167c20" }, { "id": "openai/gpt-3.5-turbo-0613", "displayName": "GPT 3.5 Turbo 0613", "namespace": "openai", "path": "/fingerprints/openai/gpt-3.5-turbo-0613/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 10, "dolphin": 5 }, "entropyBits": 0.918296, "modalAnswer": "elephant", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 5, "ocean": 2, "candle": 1, "mountain": 1, "puzzle": 1, "river": 1, "solar": 1, "storm": 1, "sunflower": 1, "tree": 1 }, "entropyBits": 2.999581, "modalAnswer": "apple", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 8, "лев": 3, "кенгуру": 1, "кот": 1, "панда": 1, "слон": 1 }, "entropyBits": 1.989898, "modalAnswer": "тигр", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 8, "زرافة": 4, "أسد": 1, "فأر": 1, "نمر": 1 }, "entropyBits": 1.773557, "modalAnswer": "فيل", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "树": 3, "梅": 2, "云": 1, "山": 1, "星": 1, "春": 1, "松": 1, "林": 1, "海": 1, "花": 1, "风": 1, "龙": 1 }, "entropyBits": 3.456565, "modalAnswer": "树", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 6, "狮子": 2, "袋鼠": 2, "大象": 1, "犀牛": 1, "猩猩": 1, "老虎": 1, "豹": 1 }, "entropyBits": 2.606239, "modalAnswer": "猫", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ك": 5, "ز": 4, "ق": 2, "ج": 1, "خ": 1, "ر": 1, "ع": 1 }, "entropyBits": 2.466248, "modalAnswer": "ك", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 10, "蓝": 5 }, "entropyBits": 0.918296, "modalAnswer": "蓝色", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "openai/gpt-4.1-mini", "path": "/fingerprints/openai/gpt-4.1-mini/", "meanJsd": 0.235597 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.407135 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.40771 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.410022 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "GPT 3.5 Turbo 0613 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "35900f2a426ce4b1c0e56aa26223c2fb0886c783753dd4c916186f2faab62eea" }, { "id": "openai/gpt-3.5-turbo-instruct", "displayName": "GPT 3.5 Turbo Instruct", "namespace": "openai", "path": "/fingerprints/openai/gpt-3.5-turbo-instruct/", "totalSamples": 111, "minCellSamples": 8, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 14, "counts": { "7": 1, "elephant": 4, "dog": 2, "turtle": 2, "cat": 1, "dolphin": 1, "giraffe": 1, "lion": 1, "penguin": 1 }, "entropyBits": 2.950212, "modalAnswer": "elephant", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 9 }, { "id": "word-random|en", "n": 14, "counts": { "3": 1, "5": 1, "7": 1, "23": 1, "banana": 1, "bob": 1, "butterfly": 1, "car": 1, "cat": 1, "help": 1, "purple": 1, "speech": 1, "wings": 1, "yes": 1 }, "entropyBits": 3.807355, "modalAnswer": "23", "modalCount": 1, "modalShare": 0.071429, "uniqueAnswers": 14 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 8, "лев": 3, "комодский": 1, "кот": 1, "лошадь": 1, "собака": 1 }, "entropyBits": 1.989898, "modalAnswer": "кошка", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 3, "كلب": 3, "اسد": 2, "قرد": 2, "أسد": 1, "باندا": 1, "ثعبان": 1, "سلحفاة": 1, "ملعب": 1 }, "entropyBits": 3.006239, "modalAnswer": "قطة", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 15, "counts": { "4": 1, "随机": 2, "一": 1, "九": 1, "五": 1, "你好的": 1, "你好，我是一个智能助手": 1, "小": 1, "床": 1, "我不知道，我是一个程序，我没有人类的直": 1, "火": 1, "笑": 1, "请发出一个汉字": 1, "请等待一下，正在为您查询": 1 }, "entropyBits": 3.773557, "modalAnswer": "随机", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|zh", "n": 15, "counts": { "狗": 6, "猫": 5, "熊": 1, "猴子": 1, "鲸鱼": 1, "鳄鱼": 1 }, "entropyBits": 2.09893, "modalAnswer": "狗", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 8, "counts": { "ج": 2, "f": 1, "r": 1, "s": 1, "ب": 1, "ذ": 1, "ق": 1 }, "entropyBits": 2.75, "modalAnswer": "ج", "modalCount": 2, "modalShare": 0.25, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "红色": 6, "蓝色": 6, "粉红色": 1, "紫色": 1, "蓝": 1 }, "entropyBits": 1.838921, "modalAnswer": "红色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.581795 }, { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.583508 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.596083 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "GPT 3.5 Turbo Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "6a6ce969f598beddf51e12023d0c4c5a51c9c2614e979d12993ac0531c4fff8c" }, { "id": "openai/gpt-4", "displayName": "GPT 4", "namespace": "openai", "path": "/fingerprints/openai/gpt-4/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "cheetah": 6, "elephant": 5, "tiger": 2, "dolphin": 1, "giraffe": 1 }, "entropyBits": 1.965596, "modalAnswer": "cheetah", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 5, "elephant": 4, "dandelion": 1, "ephemeral": 1, "kindness": 1, "quantum": 1, "symphony": 1, "tangerine": 1 }, "entropyBits": 2.599581, "modalAnswer": "serendipity", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 5, "слон": 3, "жираф": 2, "антилопа": 1, "крокодил": 1, "лама": 1, "лев": 1, "леопард": 1 }, "entropyBits": 2.682589, "modalAnswer": "тигр", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 7, "نمر": 3, "زرافة": 2, "فيل": 2, "كلب": 1 }, "entropyBits": 2.013132, "modalAnswer": "أسد", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 8, "树": 3, "月": 2, "云": 1, "花": 1 }, "entropyBits": 1.856565, "modalAnswer": "山", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "熊猫": 3, "企鹅": 2, "狐狸": 2, "大熊猫": 1, "浣熊": 1, "狐": 1, "狮子": 1, "猩猩": 1, "猫": 1, "长颈鹿": 1, "鹦鹉": 1 }, "entropyBits": 3.323231, "modalAnswer": "熊猫", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 6, "م": 3, "ب": 2, "ف": 1, "ل": 1, "ن": 1, "و": 1 }, "entropyBits": 2.42258, "modalAnswer": "س", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 6, "红色": 3, "蓝色": 2, "紫色": 1, "绿色": 1, "靛蓝": 1, "黄色": 1 }, "entropyBits": 2.42258, "modalAnswer": "蓝", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-11-20", "path": "/fingerprints/openai/gpt-4o-2024-11-20/", "meanJsd": 0.342523 }, { "model": "openai/gpt-4o-2024-05-13", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "meanJsd": 0.377892 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.397124 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.559357 }, "mostConcentrated": "letter-random|zh", "mostDiverse": "animal-random|zh", "seoTitle": "GPT 4 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 35, "evidenceHash": "a546c2c8234a02f38c4ed58ef1059886ac50b1f76bfbc0c29598a1d1dad535fa" }, { "id": "openai/gpt-4-turbo", "displayName": "GPT 4 Turbo", "namespace": "openai", "path": "/fingerprints/openai/gpt-4-turbo/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 7, "elephant": 3, "penguin": 2, "armadillo": 1, "cheetah": 1, "kangaroo": 1 }, "entropyBits": 2.146466, "modalAnswer": "giraffe", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "cerulean": 2, "mountain": 2, "orchid": 2, "sunshine": 2, "candle": 1, "cloud": 1, "orbit": 1, "penguin": 1, "river": 1, "sunset": 1, "tree": 1 }, "entropyBits": 3.373557, "modalAnswer": "cerulean", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "лама": 4, "жираф": 3, "кенгуру": 3, "гепард": 1, "лемур": 1, "лось": 1, "слон": 1, "тигр": 1 }, "entropyBits": 2.739572, "modalAnswer": "лама", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 8, "نمر": 5, "زرافة": 1, "كنغر": 1 }, "entropyBits": 1.532915, "modalAnswer": "فيل", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 7, "木": 4, "桥": 2, "林": 1, "桃": 1 }, "entropyBits": 1.930125, "modalAnswer": "梦", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "海豚": 3, "狮子": 3, "狐狸": 2, "猫": 2, "鹿": 2, "蝙蝠": 1, "鲸鱼": 1, "鹦鹉": 1 }, "entropyBits": 2.872906, "modalAnswer": "海豚", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 14, "س": 1 }, "entropyBits": 0.353359, "modalAnswer": "م", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 11, "绿色": 3, "橙色": 1 }, "entropyBits": 1.052982, "modalAnswer": "蓝色", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "openai/gpt-4o-mini", "path": "/fingerprints/openai/gpt-4o-mini/", "meanJsd": 0.463994 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.484527 }, { "model": "anthropic/claude-sonnet-4.5", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "meanJsd": 0.533472 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.866667 }, "mostConcentrated": "letter-random|ar", "mostDiverse": "word-random|en", "seoTitle": "GPT 4 Turbo LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "759f3e1148c06c89f943754b6cf530f08175793a06521d0cef446e9a0de5b948" }, { "id": "openai/gpt-4.1", "displayName": "GPT 4.1", "namespace": "openai", "path": "/fingerprints/openai/gpt-4.1/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 10, "elephant": 3, "jaguar": 1, "ocelot": 1 }, "entropyBits": 1.375279, "modalAnswer": "giraffe", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "azure": 2, "elephant": 2, "lantern": 2, "acorn": 1, "apple": 1, "bicycle": 1, "calendula": 1, "cascade": 1, "citrine": 1, "lattice": 1, "maple": 1, "sunflower": 1 }, "entropyBits": 3.506891, "modalAnswer": "azure", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 4, "тапир": 3, "тигр": 3, "верблюд": 1, "капибара": 1, "кенгуру": 1, "слон": 1, "сурикат": 1 }, "entropyBits": 2.739572, "modalAnswer": "жираф", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 6, "فيل": 6, "نمر": 2, "زرافة": 1 }, "entropyBits": 1.705587, "modalAnswer": "أسد", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "树": 5, "星": 3, "蓝": 2, "松": 1, "枫": 1, "湖": 1, "花": 1, "霞": 1 }, "entropyBits": 2.682589, "modalAnswer": "树", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "大象": 3, "猩猩": 2, "象": 2, "企鹅": 1, "大熊猫": 1, "斑马": 1, "熊猫": 1, "狮子": 1, "考拉": 1, "豹子": 1, "长颈鹿": 1 }, "entropyBits": 3.323231, "modalAnswer": "大象", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 6, "ق": 4, "ف": 2, "ش": 1, "ض": 1, "م": 1 }, "entropyBits": 2.206239, "modalAnswer": "س", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 14, "紫": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "openai/gpt-4", "path": "/fingerprints/openai/gpt-4/", "meanJsd": 0.494039 }, { "model": "openai/gpt-4o-2024-11-20", "path": "/fingerprints/openai/gpt-4o-2024-11-20/", "meanJsd": 0.523008 }, { "model": "z-ai/glm-4.5", "path": "/fingerprints/z-ai/glm-4.5/", "meanJsd": 0.541341 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.816341 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "GPT 4.1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "b97b0411697767148c8ff59ada0ca5eeda08f4b7c0346e855b38b6014ae51b6e" }, { "id": "openai/gpt-4.1-mini", "displayName": "GPT 4.1 Mini", "namespace": "openai", "path": "/fingerprints/openai/gpt-4.1-mini/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 14, "tiger": 1 }, "entropyBits": 0.353359, "modalAnswer": "elephant", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "sunflower": 5, "apple": 3, "ocean": 2, "river": 2, "banana": 1, "breeze": 1, "elephant": 1 }, "entropyBits": 2.549255, "modalAnswer": "sunflower", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 7, "слон": 5, "коала": 1, "лев": 1, "леопард": 1 }, "entropyBits": 1.822816, "modalAnswer": "тигр", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 7, "فيل": 5, "نمر": 2, "أسد": 1 }, "entropyBits": 1.689482, "modalAnswer": "زرافة", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 3, "龙": 3, "林": 2, "树": 2, "梅": 2, "星": 1, "春": 1, "风": 1 }, "entropyBits": 2.872906, "modalAnswer": "山", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 7, "企鹅": 2, "大象": 1, "海豚": 1, "猴子": 1, "考拉": 1, "袋鼠": 1, "鲸鱼": 1 }, "entropyBits": 2.463458, "modalAnswer": "猫", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ز": 6, "ك": 3, "ب": 1, "ذ": 1, "ص": 1, "ط": 1, "ق": 1, "ل": 1 }, "entropyBits": 2.555913, "modalAnswer": "ز", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 10, "蓝": 5 }, "entropyBits": 0.918296, "modalAnswer": "蓝色", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "openai/gpt-3.5-turbo-0613", "path": "/fingerprints/openai/gpt-3.5-turbo-0613/", "meanJsd": 0.235597 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.38053 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.385137 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.410022 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "GPT 4.1 Mini LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "e6db9d41813b01428f7ad9f6369de488b67524d5623abb9fc648b3ce4aa71720" }, { "id": "openai/gpt-4.1-nano", "displayName": "GPT 4.1 Nano", "namespace": "openai", "path": "/fingerprints/openai/gpt-4.1-nano/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 6, "giraffe": 4, "koala": 4, "jaguar": 1 }, "entropyBits": 1.806239, "modalAnswer": "elephant", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "galaxy": 3, "sunset": 2, "sunshine": 2, "bubble": 1, "glow": 1, "lamp": 1, "luminary": 1, "serendipity": 1, "sky": 1, "sunflower": 1, "zephyr": 1 }, "entropyBits": 3.323231, "modalAnswer": "galaxy", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 4, "лиса": 3, "кролик": 2, "тигр": 2, "волк": 1, "зебра": 1, "камелопардаль": 1, "кот": 1 }, "entropyBits": 2.789898, "modalAnswer": "лев", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "فهد": 7, "فيل": 3, "قرد": 3, "أسد": 2 }, "entropyBits": 1.829473, "modalAnswer": "فهد", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "林": 3, "花": 3, "山": 2, "梦": 2, "春": 1, "树": 1, "梅": 1, "海": 1, "龙": 1 }, "entropyBits": 3.006239, "modalAnswer": "林", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "虎": 5, "猫": 3, "豚": 2, "鹰": 2, "狼": 1, "象": 1, "鲸": 1 }, "entropyBits": 2.549255, "modalAnswer": "虎", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 6, "خ": 2, "ب": 1, "ج": 1, "ح": 1, "ر": 1, "ز": 1, "س": 1, "ق": 1 }, "entropyBits": 2.739572, "modalAnswer": "م", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.482699 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.495665 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.500363 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.803329 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "GPT 4.1 Nano LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "069197874cfd204a7c156243792d274f1ff9e7760d3648456eb9cc3116599467" }, { "id": "openai/gpt-4o", "displayName": "GPT 4o", "namespace": "openai", "path": "/fingerprints/openai/gpt-4o/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 10, "tiger": 3, "giraffe": 1, "penguin": 1 }, "entropyBits": 1.375279, "modalAnswer": "elephant", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 5, "elephant": 2, "apple": 1, "catalyst": 1, "eclipse": 1, "eloquent": 1, "gravel": 1, "purple": 1, "quantum": 1, "zephyr": 1 }, "entropyBits": 2.999581, "modalAnswer": "serendipity", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 8, "слон": 3, "гепард": 1, "лев": 1, "леопард": 1, "лошадь": 1 }, "entropyBits": 1.989898, "modalAnswer": "тигр", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 5, "فيل": 4, "زرافة": 3, "نمر": 3 }, "entropyBits": 1.965596, "modalAnswer": "أسد", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "树": 4, "山": 2, "龙": 2, "书": 1, "天": 1, "学": 1, "木": 1, "海": 1, "火": 1, "花": 1 }, "entropyBits": 3.106891, "modalAnswer": "树", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 3, "大象": 2, "熊猫": 2, "海豚": 1, "狐狸": 1, "狐貍": 1, "猫": 1, "象": 1, "豹": 1, "鲸": 1, "鹰": 1 }, "entropyBits": 3.323231, "modalAnswer": "狮子", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 3, "م": 3, "ج": 2, "ك": 2, "خ": 1, "ذ": 1, "ز": 1, "ق": 1, "ل": 1 }, "entropyBits": 3.006239, "modalAnswer": "س", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 14, "紫色": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝色", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.303428 }, { "model": "openai/gpt-4o-2024-05-13", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "meanJsd": 0.341198 }, { "model": "openai/gpt-4.1-mini", "path": "/fingerprints/openai/gpt-4.1-mini/", "meanJsd": 0.38053 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.594507 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|zh", "seoTitle": "GPT 4o LLM Fingerprint: 8-Probe Data", "seoTitleLength": 36, "evidenceHash": "46bb97e360cff8d86fd10d67705a34df8767d3735b33f2f8549352206fa5366b" }, { "id": "openai/gpt-4o-2024-05-13", "displayName": "GPT 4o 2024 05 13", "namespace": "openai", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 9, "tiger": 6 }, "entropyBits": 0.970951, "modalAnswer": "elephant", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 10, "eclipse": 2, "crescent": 1, "quartz": 1, "zephyr": 1 }, "entropyBits": 1.558939, "modalAnswer": "serendipity", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 11, "енот": 1, "лев": 1, "манул": 1, "панда": 1 }, "entropyBits": 1.369974, "modalAnswer": "тигр", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 8, "أسد": 5, "نمر": 2 }, "entropyBits": 1.399581, "modalAnswer": "فيل", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 5, "树": 3, "云": 2, "星": 1, "桥": 1, "海": 1, "花": 1, "龙": 1 }, "entropyBits": 2.682589, "modalAnswer": "山", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 5, "猫": 4, "大象": 2, "企鹅": 1, "狐": 1, "狮子": 1, "豹子": 1 }, "entropyBits": 2.466248, "modalAnswer": "老虎", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 4, "س": 4, "ب": 3, "ش": 1, "ع": 1, "ل": 1, "م": 1 }, "entropyBits": 2.523231, "modalAnswer": "ج", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 8, "蓝色": 6, "绿色": 1 }, "entropyBits": 1.272906, "modalAnswer": "蓝", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-11-20", "path": "/fingerprints/openai/gpt-4o-2024-11-20/", "meanJsd": 0.232523 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.32069 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.341198 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.466667 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "GPT 4o 2024 05 13 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "450bf4818bd3d56e9bae6db7bc47e5c5f671eb3443b98b292855f0970d26d0ec" }, { "id": "openai/gpt-4o-2024-08-06", "displayName": "GPT 4o 2024 08 06", "namespace": "openai", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 10, "tiger": 2, "dolphin": 1, "giraffe": 1, "penguin": 1 }, "entropyBits": 1.558939, "modalAnswer": "elephant", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 4, "apple": 3, "sunflower": 2, "azure": 1, "butterfly": 1, "cascade": 1, "giraffe": 1, "pineapple": 1, "tulip": 1 }, "entropyBits": 2.923231, "modalAnswer": "serendipity", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 10, "жираф": 2, "лев": 2, "панда": 1 }, "entropyBits": 1.425605, "modalAnswer": "тигр", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 4, "أسد": 3, "نمر": 3, "فهد": 2, "بقرة": 1, "جمل": 1, "زرافة": 1 }, "entropyBits": 2.606239, "modalAnswer": "فيل", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 6, "树": 4, "书": 1, "天": 1, "好": 1, "春": 1, "马": 1 }, "entropyBits": 2.339572, "modalAnswer": "山", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 2, "猫": 2, "长颈鹿": 2, "企鹅": 1, "大象": 1, "海豚": 1, "狐狸": 1, "狐猴": 1, "狗": 1, "狼": 1, "考拉": 1, "麋鹿": 1 }, "entropyBits": 3.506891, "modalAnswer": "狮子", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 3, "ج": 3, "س": 3, "غ": 1, "ق": 1, "ك": 1, "ل": 1, "م": 1, "ن": 1 }, "entropyBits": 2.955913, "modalAnswer": "ب", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 13, "绿": 1, "蓝": 1 }, "entropyBits": 0.699843, "modalAnswer": "蓝色", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.303428 }, { "model": "openai/gpt-4o-2024-05-13", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "meanJsd": 0.32069 }, { "model": "openai/gpt-4o-2024-11-20", "path": "/fingerprints/openai/gpt-4o-2024-11-20/", "meanJsd": 0.353944 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.594507 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|zh", "seoTitle": "GPT 4o 2024 08 06 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "2b23b481f62cdadc4f77390fbb5311e7eef743b313a86485a9c1336c34550c0a" }, { "id": "openai/gpt-4o-2024-11-20", "displayName": "GPT 4o 2024 11 20", "namespace": "openai", "path": "/fingerprints/openai/gpt-4o-2024-11-20/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 9, "tiger": 6 }, "entropyBits": 0.970951, "modalAnswer": "elephant", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 7, "pineapple": 2, "apple": 1, "eclipse": 1, "elephant": 1, "ethereal": 1, "harmony": 1, "serenity": 1 }, "entropyBits": 2.463458, "modalAnswer": "serendipity", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 13, "лев": 1, "слон": 1 }, "entropyBits": 0.699843, "modalAnswer": "тигр", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 7, "فيل": 4, "نمر": 4 }, "entropyBits": 1.530125, "modalAnswer": "أسد", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 13, "星": 1, "树": 1 }, "entropyBits": 0.699843, "modalAnswer": "山", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 4, "虎": 4, "企鹅": 3, "大象": 1, "海豚": 1, "狐": 1, "狐狸": 1 }, "entropyBits": 2.523231, "modalAnswer": "猫", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 6, "س": 4, "م": 2, "ج": 1, "ر": 1, "ق": 1 }, "entropyBits": 2.206239, "modalAnswer": "ب", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 15 }, "entropyBits": 0, "modalAnswer": "蓝", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-05-13", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "meanJsd": 0.232523 }, { "model": "openai/gpt-4", "path": "/fingerprints/openai/gpt-4/", "meanJsd": 0.342523 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.353944 } ], "strongestDifference": { "id": "animal-random|zh", "jsd": 0.466667 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|zh", "seoTitle": "GPT 4o 2024 11 20 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "93a3e0686ecfcd7ca9fcd85480341a52914208340ed89e254312bbceb1a0cf9f" }, { "id": "openai/gpt-4o-mini", "displayName": "GPT 4o Mini", "namespace": "openai", "path": "/fingerprints/openai/gpt-4o-mini/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 9, "elephant": 2, "kangaroo": 2, "octopus": 1, "zebra": 1 }, "entropyBits": 1.738269, "modalAnswer": "giraffe", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 3, "galaxy": 2, "pineapple": 2, "sky": 2, "butterfly": 1, "harmony": 1, "mosaic": 1, "star": 1, "sunset": 1, "tree": 1 }, "entropyBits": 3.189898, "modalAnswer": "serendipity", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 3, "кошка": 3, "слон": 3, "тигр": 3, "кот": 2, "кенгуру": 1 }, "entropyBits": 2.505587, "modalAnswer": "жираф", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 11, "زرافة": 2, "أسد": 1, "نمر": 1 }, "entropyBits": 1.236641, "modalAnswer": "فيل", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 4, "星": 3, "树": 3, "云": 1, "山": 1, "林": 1, "蓝": 1, "雨": 1 }, "entropyBits": 2.739572, "modalAnswer": "梦", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "海豚": 8, "猫": 3, "猩猩": 2, "蛇": 1, "豹": 1 }, "entropyBits": 1.856565, "modalAnswer": "海豚", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "letter-random|ar", "n": 15, "counts": { "ز": 3, "س": 2, "ش": 2, "ك": 2, "ج": 1, "ر": 1, "ص": 1, "ع": 1, "غ": 1, "م": 1 }, "entropyBits": 3.189898, "modalAnswer": "ز", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.25969 }, { "model": "z-ai/glm-4.5", "path": "/fingerprints/z-ai/glm-4.5/", "meanJsd": 0.446373 }, { "model": "openai/gpt-4-turbo", "path": "/fingerprints/openai/gpt-4-turbo/", "meanJsd": 0.463994 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.411617 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|ar", "seoTitle": "GPT 4o Mini LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "04f76c5ecb8356eda4dc37699ea5b995b3d07991236f1e7d1e6a84149fe3df55" }, { "id": "openai/gpt-4o-mini-2024-07-18", "displayName": "GPT 4o Mini 2024 07 18", "namespace": "openai", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 4, "giraffe": 4, "kangaroo": 3, "panda": 2, "dolphin": 1, "penguin": 1 }, "entropyBits": 2.389898, "modalAnswer": "elephant", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 5, "crescent": 2, "galaxy": 2, "harmony": 2, "pineapple": 2, "melody": 1, "nimbus": 1 }, "entropyBits": 2.599581, "modalAnswer": "serendipity", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 5, "тигр": 3, "кошка": 2, "бобёр": 1, "жираф": 1, "кот": 1, "кролик": 1, "панда": 1 }, "entropyBits": 2.682589, "modalAnswer": "слон", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 13, "أسد": 1, "قطة": 1 }, "entropyBits": 0.699843, "modalAnswer": "فيل", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "树": 3, "梦": 3, "林": 2, "青": 2, "龙": 2, "云": 1, "月": 1, "风": 1 }, "entropyBits": 2.872906, "modalAnswer": "树", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "海豚": 7, "猫": 2, "大象": 1, "狐狸": 1, "独角兽": 1, "狮子": 1, "鲸鱼": 1, "鸵鸟": 1 }, "entropyBits": 2.463458, "modalAnswer": "海豚", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 14, "counts": { "م": 3, "ز": 2, "ك": 2, "ح": 1, "خ": 1, "ر": 1, "ش": 1, "ص": 1, "ف": 1, "ق": 1 }, "entropyBits": 3.182006, "modalAnswer": "م", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 10 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-4o-mini", "path": "/fingerprints/openai/gpt-4o-mini/", "meanJsd": 0.25969 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.440801 }, { "model": "z-ai/glm-4.5", "path": "/fingerprints/z-ai/glm-4.5/", "meanJsd": 0.455085 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.411617 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|ar", "seoTitle": "GPT 4o Mini 2024 07 18 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 52, "evidenceHash": "0f0b7a564cf8e8e2efb9027a47bf5759cebb1184c034a56351cbffe03ca4d77e" }, { "id": "openai/gpt-5-chat", "displayName": "GPT 5 Chat", "namespace": "openai", "path": "/fingerprints/openai/gpt-5-chat/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 6, "ocelot": 3, "okapi": 2, "capybara": 1, "cheetah": 1, "elephant": 1, "otter": 1 }, "entropyBits": 2.42258, "modalAnswer": "giraffe", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 10, "azure": 2, "aurora": 1, "luminous": 1, "zephyr": 1 }, "entropyBits": 1.558939, "modalAnswer": "serendipity", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 4, "слон": 3, "тапир": 3, "жираф": 2, "енот": 1, "манул": 1, "пантера": 1 }, "entropyBits": 2.606239, "modalAnswer": "тигр", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 15 }, "entropyBits": 0, "modalAnswer": "فيل", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 5, "云": 4, "风": 3, "星": 1, "海": 1, "雲": 1 }, "entropyBits": 2.282589, "modalAnswer": "山", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 8, "老虎": 3, "虎": 2, "熊": 1, "狮子": 1 }, "entropyBits": 1.856565, "modalAnswer": "猫", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 15 }, "entropyBits": 0, "modalAnswer": "س", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 8, "蓝色": 7 }, "entropyBits": 0.996792, "modalAnswer": "蓝", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "openai/gpt-5.1", "path": "/fingerprints/openai/gpt-5.1/", "meanJsd": 0.349984 }, { "model": "openai/gpt-4o-2024-05-13", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "meanJsd": 0.383772 }, { "model": "openai/gpt-4o-2024-11-20", "path": "/fingerprints/openai/gpt-4o-2024-11-20/", "meanJsd": 0.493925 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.4734 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "animal-random|ru", "seoTitle": "GPT 5 Chat LLM Fingerprint: 8-Probe Data", "seoTitleLength": 40, "evidenceHash": "7dffebf418e7a68542ee3d729530ed4403e113c0bc135e514409750b3fc27ff5" }, { "id": "openai/gpt-5.1", "displayName": "GPT 5.1", "namespace": "openai", "path": "/fingerprints/openai/gpt-5.1/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "okapi": 9, "giraffe": 2, "capybara": 1, "ocelot": 1, "octopus": 1, "otter": 1 }, "entropyBits": 1.871602, "modalAnswer": "okapi", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 8, "cobalt": 2, "alabaster": 1, "aurora": 1, "horizon": 1, "lighthouse": 1, "quasar": 1 }, "entropyBits": 2.173557, "modalAnswer": "serendipity", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 10, "дельфин": 2, "жираф": 1, "слон": 1, "ягуар": 1 }, "entropyBits": 1.558939, "modalAnswer": "тигр", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 10, "نمر": 5 }, "entropyBits": 0.918296, "modalAnswer": "فيل", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 14, "松": 1 }, "entropyBits": 0.353359, "modalAnswer": "山", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 4, "老虎": 4, "大象": 3, "海豚": 1, "虎": 1, "长颈鹿": 1, "鲸": 1 }, "entropyBits": 2.523231, "modalAnswer": "猫", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 5, "ط": 3, "ز": 2, "ق": 2, "خ": 1, "ف": 1, "م": 1 }, "entropyBits": 2.549255, "modalAnswer": "س", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-5-chat", "path": "/fingerprints/openai/gpt-5-chat/", "meanJsd": 0.349984 }, { "model": "openai/gpt-5.2", "path": "/fingerprints/openai/gpt-5.2/", "meanJsd": 0.433541 }, { "model": "openai/gpt-4o-2024-05-13", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "meanJsd": 0.461234 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.4734 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|ar", "seoTitle": "GPT 5.1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "325577926adcf7fdd9f222e956e11fa206cb9c3d65dbcae53bd3dba76739d04b" }, { "id": "openai/gpt-5.2", "displayName": "GPT 5.2", "namespace": "openai", "path": "/fingerprints/openai/gpt-5.2/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "octopus": 9, "elephant": 2, "otter": 2, "tiger": 2 }, "entropyBits": 1.604936, "modalAnswer": "octopus", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 4, "sunrise": 2, "umbrella": 2, "avalanche": 1, "cascade": 1, "cobalt": 1, "ember": 1, "opal": 1, "quartz": 1, "tamarind": 1 }, "entropyBits": 3.106891, "modalAnswer": "serendipity", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 15 }, "entropyBits": 0, "modalAnswer": "тигр", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 5, "قط": 4, "فيل": 3, "نمر": 2, "قطة": 1 }, "entropyBits": 2.149255, "modalAnswer": "زرافة", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 15 }, "entropyBits": 0, "modalAnswer": "山", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 11, "猫": 2, "海豚": 1, "熊": 1 }, "entropyBits": 1.236641, "modalAnswer": "老虎", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 15 }, "entropyBits": 0, "modalAnswer": "م", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 8, "蓝色": 7 }, "entropyBits": 0.996792, "modalAnswer": "蓝", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "openai/gpt-4o-2024-05-13", "path": "/fingerprints/openai/gpt-4o-2024-05-13/", "meanJsd": 0.427648 }, { "model": "openai/gpt-5.1", "path": "/fingerprints/openai/gpt-5.1/", "meanJsd": 0.433541 }, { "model": "openai/gpt-5.4", "path": "/fingerprints/openai/gpt-5.4/", "meanJsd": 0.444117 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 0.820112 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "word-random|en", "seoTitle": "GPT 5.2 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "7a4b759380e662a544fa2a11b3ec93b3b3700e2c067571035f27aed203cc576d" }, { "id": "openai/gpt-5.4", "displayName": "GPT 5.4", "namespace": "openai", "path": "/fingerprints/openai/gpt-5.4/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "otter": 15 }, "entropyBits": 0, "modalAnswer": "otter", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "lantern": 7, "serendipity": 5, "cobalt": 1, "quartz": 1, "solstice": 1 }, "entropyBits": 1.822816, "modalAnswer": "lantern", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "лиса": 12, "коала": 1, "панда": 1, "тигр": 1 }, "entropyBits": 1.038921, "modalAnswer": "лиса", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 7, "قطة": 4, "زرافة": 2, "قط": 1, "نمر": 1 }, "entropyBits": 1.930125, "modalAnswer": "فيل", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 10, "风": 5 }, "entropyBits": 0.918296, "modalAnswer": "山", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 13, "海豚": 1, "狐狸": 1 }, "entropyBits": 0.699843, "modalAnswer": "猫", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 12, "ق": 2, "س": 1 }, "entropyBits": 0.905587, "modalAnswer": "م", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-5.4-mini", "path": "/fingerprints/openai/gpt-5.4-mini/", "meanJsd": 0.424364 }, { "model": "openai/gpt-5.2", "path": "/fingerprints/openai/gpt-5.2/", "meanJsd": 0.444117 }, { "model": "openai/gpt-5.1", "path": "/fingerprints/openai/gpt-5.1/", "meanJsd": 0.467156 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 0.820112 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|ar", "seoTitle": "GPT 5.4 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "5f6ce56559088790f2f6e1e24ab4a7d079b85a60bde0692c5f92b7ccc73ebd19" }, { "id": "openai/gpt-5.4-mini", "displayName": "GPT 5.4 Mini", "namespace": "openai", "path": "/fingerprints/openai/gpt-5.4-mini/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 5, "aardvark": 2, "otter": 2, "axolotl": 1, "dolphin": 1, "giraffe": 1, "jaguar": 1, "penguin": 1, "platypus": 1 }, "entropyBits": 2.866248, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "word-random|en", "n": 15, "counts": { "lantern": 4, "nimbus": 3, "orchid": 2, "serendipity": 2, "apple": 1, "kite": 1, "lumen": 1, "verdant": 1 }, "entropyBits": 2.789898, "modalAnswer": "lantern", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 5, "кошка": 3, "лев": 3, "слон": 2, "коала": 1, "лиса": 1 }, "entropyBits": 2.365596, "modalAnswer": "тигр", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 7, "فيل": 5, "قط": 3 }, "entropyBits": 1.505823, "modalAnswer": "قطة", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 11, "猫": 2, "字": 1, "森": 1 }, "entropyBits": 1.236641, "modalAnswer": "山", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 15 }, "entropyBits": 0, "modalAnswer": "猫", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 8, "ز": 2, "ع": 2, "ا": 1, "ش": 1, "ق": 1 }, "entropyBits": 2.040224, "modalAnswer": "م", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 14, "蓝色": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "openai/gpt-5.4", "path": "/fingerprints/openai/gpt-5.4/", "meanJsd": 0.424364 }, { "model": "openai/gpt-5.2", "path": "/fingerprints/openai/gpt-5.2/", "meanJsd": 0.451303 }, { "model": "openai/gpt-4o-2024-11-20", "path": "/fingerprints/openai/gpt-4o-2024-11-20/", "meanJsd": 0.464641 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 0.820112 }, "mostConcentrated": "animal-random|zh", "mostDiverse": "animal-random|en", "seoTitle": "GPT 5.4 Mini LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "29adbba0e7af1b56c89873a169b0663f97177dd0861650680ebb2bd0064f5670" }, { "id": "openai/gpt-5.4-nano", "displayName": "GPT 5.4 Nano", "namespace": "openai", "path": "/fingerprints/openai/gpt-5.4-nano/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "otter": 8, "dolphin": 6, "elephant": 1 }, "entropyBits": 1.272906, "modalAnswer": "otter", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "umbrella": 9, "sunflower": 3, "aurora": 1, "cobalt": 1, "galaxy": 1 }, "entropyBits": 1.687943, "modalAnswer": "umbrella", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "панда": 3, "слон": 3, "выдра": 2, "бегемот": 1, "волк": 1, "дельфин": 1, "кенгуру": 1, "лемур": 1, "олень": 1, "пингвин": 1 }, "entropyBits": 3.139572, "modalAnswer": "панда", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|ar", "n": 15, "counts": { "قط": 9, "دلفين": 2, "نمر": 2, "أسد": 1, "غزال": 1 }, "entropyBits": 1.738269, "modalAnswer": "قط", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "海": 2, "雨": 2, "云": 1, "山": 1, "春": 1, "曙": 1, "松": 1, "枫": 1, "竹": 1, "舟": 1, "雾": 1, "鹤": 1, "龙": 1 }, "entropyBits": 3.640224, "modalAnswer": "海", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|zh", "n": 15, "counts": { "海豚": 14, "河马": 1 }, "entropyBits": 0.353359, "modalAnswer": "海豚", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 7, "س": 5, "ب": 1, "ق": 1, "ك": 1 }, "entropyBits": 1.822816, "modalAnswer": "م", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 13, "红色": 1, "青色": 1 }, "entropyBits": 0.699843, "modalAnswer": "蓝色", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "openai/gpt-5.5", "path": "/fingerprints/openai/gpt-5.5/", "meanJsd": 0.591521 }, { "model": "openai/gpt-5.4", "path": "/fingerprints/openai/gpt-5.4/", "meanJsd": 0.596438 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.627474 } ], "strongestDifference": { "id": "word-random|en", "jsd": 1 }, "mostConcentrated": "animal-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "GPT 5.4 Nano LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "272393e6a25c7591ae4583d0d228a9bebcb55661b41503544ffcb75471fa88f9" }, { "id": "openai/gpt-5.5", "displayName": "GPT 5.5", "namespace": "openai", "path": "/fingerprints/openai/gpt-5.5/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 5, "capybara": 2, "pangolin": 2, "tapir": 2, "elephant": 1, "koala": 1, "ocelot": 1, "otter": 1 }, "entropyBits": 2.732915, "modalAnswer": "giraffe", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "word-random|en", "n": 15, "counts": { "lantern": 12, "quartz": 1, "serendipity": 1, "telescope": 1 }, "entropyBits": 1.038921, "modalAnswer": "lantern", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 15, "counts": { "капибара": 6, "панда": 3, "жираф": 2, "коала": 2, "выдра": 1, "енот": 1 }, "entropyBits": 2.289246, "modalAnswer": "капибара", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 7, "نمر": 5, "ثعلب": 1, "فيل": 1, "قط": 1 }, "entropyBits": 1.822816, "modalAnswer": "زرافة", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "森": 6, "梦": 3, "林": 1, "熙": 1, "秋": 1, "蘅": 1, "鹤": 1, "鹿": 1 }, "entropyBits": 2.555913, "modalAnswer": "森", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "海豚": 8, "考拉": 3, "斑马": 1, "水豚": 1, "狐狸": 1, "鹦鹉": 1 }, "entropyBits": 1.989898, "modalAnswer": "海豚", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 11, "م": 2, "ف": 1, "ك": 1 }, "entropyBits": 1.236641, "modalAnswer": "س", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 13, "紫色": 2 }, "entropyBits": 0.56651, "modalAnswer": "蓝色", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "openai/gpt-4o-mini", "path": "/fingerprints/openai/gpt-4o-mini/", "meanJsd": 0.557843 }, { "model": "openai/gpt-4-turbo", "path": "/fingerprints/openai/gpt-4-turbo/", "meanJsd": 0.578561 }, { "model": "openai/gpt-5.4", "path": "/fingerprints/openai/gpt-5.4/", "meanJsd": 0.582757 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.89183 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|en", "seoTitle": "GPT 5.5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "eab40840d4c2c6f831977f1f64b968188d4258be2f6984b6337b6ca9e4917144" }, { "id": "perceptron/perceptron-mk1", "displayName": "Perceptron Mk1", "namespace": "perceptron", "path": "/fingerprints/perceptron/perceptron-mk1/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "otter": 5, "cat": 2, "giraffe": 2, "bear": 1, "dog": 1, "elephant": 1, "squirrel": 1, "tiger": 1, "turtle": 1 }, "entropyBits": 2.866248, "modalAnswer": "otter", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 1, "candle": 1, "climber": 1, "eccentric": 1, "elegant": 1, "elephant": 1, "fruitful": 1, "grapes": 1, "guitar": 1, "leprechaun": 1, "lollipop": 1, "peach": 1, "penguin": 1, "pineapple": 1, "sword": 1 }, "entropyBits": 3.906891, "modalAnswer": "banana", "modalCount": 1, "modalShare": 0.066667, "uniqueAnswers": 15 }, { "id": "animal-random|ru", "n": 15, "counts": { "панда": 2, "слон": 2, "волк": 1, "заяц": 1, "кенгуру": 1, "кот": 1, "кошка": 1, "кошки": 1, "медвед": 1, "олень": 1, "попугай": 1, "сова": 1, "тигр": 1 }, "entropyBits": 3.640224, "modalAnswer": "панда", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 3, "كلب": 3, "فيل": 2, "قرد": 2, "قط": 2, "أرنب": 1, "ببغاء": 1, "زرافة": 1 }, "entropyBits": 2.872906, "modalAnswer": "أسد", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 15, "counts": { "风": 3, "梦": 2, "猫": 2, "福": 2, "书": 1, "和": 1, "心": 1, "枫": 1, "红": 1, "龙": 1 }, "entropyBits": 3.189898, "modalAnswer": "风", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "狐狸": 3, "老虎": 3, "兔子": 1, "狗": 1, "狮子": 1, "猫": 1, "猴子": 1, "章鱼": 1, "考拉": 1, "袋鼠": 1, "鲸": 1 }, "entropyBits": 3.272906, "modalAnswer": "狐狸", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 4, "ب": 2, "ز": 2, "ك": 2, "ت": 1, "ذ": 1, "ر": 1, "ل": 1, "ي": 1 }, "entropyBits": 2.973557, "modalAnswer": "م", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 6, "靛蓝": 3, "青色": 2, "粉色": 1, "紫色": 1, "绿色": 1, "靛青": 1 }, "entropyBits": 2.42258, "modalAnswer": "蓝色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.587617 }, { "model": "nvidia/nemotron-3-ultra-550b-a55b", "path": "/fingerprints/nvidia/nemotron-3-ultra-550b-a55b/", "meanJsd": 0.591938 }, { "model": "mistralai/mistral-small-2603", "path": "/fingerprints/mistralai/mistral-small-2603/", "meanJsd": 0.593063 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.825163 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Perceptron Mk1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 44, "evidenceHash": "3500b66b86c4e680eb6b815ebfbca86bbc519f28e8e262914c0b0a4f6737fdb7" }, { "id": "qwen/qwen-2.5-72b-instruct", "displayName": "Qwen 2.5 72b Instruct", "namespace": "qwen", "path": "/fingerprints/qwen/qwen-2.5-72b-instruct/", "totalSamples": 106, "minCellSamples": 12, "maxCellSamples": 14, "cells": [ { "id": "animal-random|en", "n": 14, "counts": { "dog": 12, "elephant": 2 }, "entropyBits": 0.591673, "modalAnswer": "dog", "modalCount": 12, "modalShare": 0.857143, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 14, "counts": { "apple": 4, "pineapple": 3, "banana": 2, "chimpanzee": 1, "elevator": 1, "happy": 1, "tree": 1, "zephyr": 1 }, "entropyBits": 2.753434, "modalAnswer": "apple", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 12, "counts": { "кошка": 4, "слон": 2, "кот": 1, "лев": 1, "осьминог": 1, "собака": 1, "тигр": 1, "狷猴": 1 }, "entropyBits": 2.751629, "modalAnswer": "кошка", "modalCount": 4, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 14, "counts": { "فأر": 5, "قط": 3, "أسد": 1, "فatched": 1, "فأر💥": 1, "فيل": 1, "قطة": 1, "قوس": 1 }, "entropyBits": 2.63846, "modalAnswer": "فأر", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 13, "counts": { "水": 3, "山": 2, "木": 2, "汉": 2, "和": 1, "天": 1, "森": 1, "漢": 1 }, "entropyBits": 2.873141, "modalAnswer": "水", "modalCount": 3, "modalShare": 0.230769, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 13, "counts": { "猫": 9, "狗": 3, "熊猫": 1 }, "entropyBits": 1.140116, "modalAnswer": "猫", "modalCount": 9, "modalShare": 0.692308, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 13, "counts": { "ب": 8, "أ": 2, "k": 1, "ط": 1, "م": 1 }, "entropyBits": 1.70044, "modalAnswer": "ب", "modalCount": 8, "modalShare": 0.615385, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 13, "counts": { "蓝色": 11, "蓝": 2 }, "entropyBits": 0.619382, "modalAnswer": "蓝色", "modalCount": 11, "modalShare": 0.846154, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.421418 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.451948 }, { "model": "x-ai/grok-4.3", "path": "/fingerprints/x-ai/grok-4.3/", "meanJsd": 0.462047 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.729265 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen 2.5 72b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 51, "evidenceHash": "9b7ed427d8a84d1c59dcbe485889514caf757c743a42d95e3bbf4779ebe5aee3" }, { "id": "qwen/qwen-2.5-7b-instruct", "displayName": "Qwen 2.5 7b Instruct", "namespace": "qwen", "path": "/fingerprints/qwen/qwen-2.5-7b-instruct/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "kangaroo": 9, "elephant": 5, "lion": 1 }, "entropyBits": 1.23096, "modalAnswer": "kangaroo", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 10, "cat": 2, "apple": 1, "mellifluous": 1, "onomatopoeia": 1 }, "entropyBits": 1.558939, "modalAnswer": "elephant", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 7, "леопард": 3, "кит": 1, "кошка": 1, "лиса": 1, "львёнок": 1, "тигр": 1 }, "entropyBits": 2.279799, "modalAnswer": "лев", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 14, "counts": { "كلب": 3, "beaver": 1, "pardalote": 1, "ثعلب": 1, "خفاش": 1, "خنزir": 1, "ذئب": 1, "ضب": 1, "طا雀": 1, "قط/orange": 1, "قطة": 1, "قط编织错误，我将按照指示回答": 1 }, "entropyBits": 3.46772, "modalAnswer": "كلب", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 12 }, { "id": "letter-random|zh", "n": 15, "counts": { "木": 11, "天": 2, "一": 1, "水": 1 }, "entropyBits": 1.236641, "modalAnswer": "木", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "animal-random|zh", "n": 15, "counts": { "猴子": 3, "大象": 2, "狗": 2, "狮子": 2, "猫": 2, "老虎": 2, "熊猫": 1, "鹿": 1 }, "entropyBits": 2.923231, "modalAnswer": "猴子", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 5, "أ": 2, "ا": 2, "ط": 2, "ب": 1, "ث": 1, "س": 1, "ع": 1 }, "entropyBits": 2.732915, "modalAnswer": "ج", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 12, "蓝": 2, "紫色": 1 }, "entropyBits": 0.905587, "modalAnswer": "蓝色", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "qwen/qwen3-vl-30b-a3b-instruct", "path": "/fingerprints/qwen/qwen3-vl-30b-a3b-instruct/", "meanJsd": 0.541666 }, { "model": "x-ai/grok-4.20", "path": "/fingerprints/x-ai/grok-4.20/", "meanJsd": 0.545457 }, { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.552176 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ar", "seoTitle": "Qwen 2.5 7b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 50, "evidenceHash": "94e2d28bf791e82d557df659b43391f9ae7b032ca46a3b52549549893eb9465a" }, { "id": "qwen/qwen-plus", "displayName": "Qwen Plus", "namespace": "qwen", "path": "/fingerprints/qwen/qwen-plus/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 15 }, "entropyBits": 0, "modalAnswer": "elephant", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "umbrella": 15 }, "entropyBits": 0, "modalAnswer": "umbrella", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 15 }, "entropyBits": 0, "modalAnswer": "кошка", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 15 }, "entropyBits": 0, "modalAnswer": "أسد", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 15 }, "entropyBits": 0, "modalAnswer": "山", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "长颈鹿": 15 }, "entropyBits": 0, "modalAnswer": "长颈鹿", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 15 }, "entropyBits": 0, "modalAnswer": "س", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "青色": 15 }, "entropyBits": 0, "modalAnswer": "青色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "z-ai/glm-4.6", "path": "/fingerprints/z-ai/glm-4.6/", "meanJsd": 0.565261 }, { "model": "google/gemini-3.1-flash-lite", "path": "/fingerprints/google/gemini-3.1-flash-lite/", "meanJsd": 0.618388 }, { "model": "qwen/qwen-plus-2025-07-28", "path": "/fingerprints/qwen/qwen-plus-2025-07-28/", "meanJsd": 0.625 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 1 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "animal-random|ar", "seoTitle": "Qwen Plus LLM Fingerprint: 8-Probe Data", "seoTitleLength": 39, "evidenceHash": "43c2b016947bb9cece3433a62d05cab3fdaad34f8294b2140e4d810eef18ce17" }, { "id": "qwen/qwen-plus-2025-07-28", "displayName": "Qwen Plus 2025 07 28", "namespace": "qwen", "path": "/fingerprints/qwen/qwen-plus-2025-07-28/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 15 }, "entropyBits": 0, "modalAnswer": "elephant", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "sunrise": 15 }, "entropyBits": 0, "modalAnswer": "sunrise", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 15 }, "entropyBits": 0, "modalAnswer": "лев", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيلة": 15 }, "entropyBits": 0, "modalAnswer": "فيلة", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 15 }, "entropyBits": 0, "modalAnswer": "山", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 15 }, "entropyBits": 0, "modalAnswer": "狮子", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 15 }, "entropyBits": 0, "modalAnswer": "س", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "橙色": 15 }, "entropyBits": 0, "modalAnswer": "橙色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "qwen/qwen3-235b-a22b-2507", "path": "/fingerprints/qwen/qwen3-235b-a22b-2507/", "meanJsd": 0.487961 }, { "model": "writer/palmyra-x5", "path": "/fingerprints/writer/palmyra-x5/", "meanJsd": 0.562944 }, { "model": "qwen/qwen-plus", "path": "/fingerprints/qwen/qwen-plus/", "meanJsd": 0.625 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 0.788076 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "animal-random|ar", "seoTitle": "Qwen Plus 2025 07 28 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 50, "evidenceHash": "de0934841bcb85be0fefc911fca7734c3ca9b6ccd7911aec4785553503e874d9" }, { "id": "qwen/qwen2.5-vl-72b-instruct", "displayName": "Qwen2.5 Vl 72b Instruct", "namespace": "qwen", "path": "/fingerprints/qwen/qwen2.5-vl-72b-instruct/", "totalSamples": 117, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 3, "koala": 3, "panda": 2, "bear": 1, "cat": 1, "dog": 1, "elephant": 1, "kangaroo": 1, "lion": 1, "tiger": 1 }, "entropyBits": 3.139572, "modalAnswer": "giraffe", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 4, "apple": 1, "blue": 1, "butterfly": 1, "cat": 1, "kangaroo": 1, "randomword": 1, "sapphire": 1, "serendipity": 1, "sunshine": 1, "turtle": 1, "whisper": 1 }, "entropyBits": 3.373557, "modalAnswer": "banana", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 12 }, { "id": "animal-random|ru", "n": 15, "counts": { "кошка": 2, "пингвин": 2, "слон": 2, "бегемот": 1, "бегемотов": 1, "коротышка": 1, "кот": 1, "кролик": 1, "рак": 1, "сырая": 1, "тигр": 1, "тюлень": 1 }, "entropyBits": 3.506891, "modalAnswer": "кошка", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "animal-random|ar", "n": 14, "counts": { "قط": 4, "فيل": 3, "كلب": 2, "نمر": 2, "mutarem": 1, "قطا": 1, "絲貓": 1 }, "entropyBits": 2.610577, "modalAnswer": "قط", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "猫": 5, "头": 1, "好": 1, "尘": 1, "月": 1, "梦": 1, "水": 1, "生": 1, "眼": 1, "祥": 1, "能": 1 }, "entropyBits": 3.132915, "modalAnswer": "猫", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 11 }, { "id": "animal-random|zh", "n": 14, "counts": { "cat": 6, "猫": 4, "butterfly": 1, "elephant": 1, "monkey": 1, "wolf": 1 }, "entropyBits": 2.128085, "modalAnswer": "cat", "modalCount": 6, "modalShare": 0.428571, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 14, "counts": { "a": 5, "b": 3, "z": 2, "e": 1, "j": 1, "q": 1, "t": 1 }, "entropyBits": 2.495603, "modalAnswer": "a", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "blue": 8, "red": 6, "green": 1 }, "entropyBits": 1.272906, "modalAnswer": "blue", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "ai21/jamba-large-1.7", "path": "/fingerprints/ai21/jamba-large-1.7/", "meanJsd": 0.651715 }, { "model": "google/gemma-2-27b-it", "path": "/fingerprints/google/gemma-2-27b-it/", "meanJsd": 0.685703 }, { "model": "minimax/minimax-01", "path": "/fingerprints/minimax/minimax-01/", "meanJsd": 0.68748 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Qwen2.5 Vl 72b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 53, "evidenceHash": "9c8f937b77eeb95329152ebb19c1ff0d136517eeaec73857531f57285a148831" }, { "id": "qwen/qwen3-235b-a22b", "displayName": "Qwen3 235b A22b", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-235b-a22b/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 7, "elephant": 5, "cat": 1, "kangaroo": 1, "lion": 1 }, "entropyBits": 1.822816, "modalAnswer": "giraffe", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 6, "sunshine": 5, "tree": 3, "rainbow": 1 }, "entropyBits": 1.781937, "modalAnswer": "apple", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 8, "лиса": 7 }, "entropyBits": 0.996792, "modalAnswer": "слон", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 8, "زرافة": 2, "أرنب": 1, "الأسد": 1, "غزال": 1, "فهـر": 1, "نمر": 1 }, "entropyBits": 2.173557, "modalAnswer": "فيل", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "天": 10, "水": 2, "日": 1, "木": 1, "树": 1 }, "entropyBits": 1.558939, "modalAnswer": "天", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 6, "狮子": 3, "大象": 1, "斑马": 1, "熊猫": 1, "猫": 1, "蝴蝶": 1, "长颈鹿": 1 }, "entropyBits": 2.555913, "modalAnswer": "企鹅", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 14, "counts": { "ب": 3, "ج": 3, "ز": 3, "م": 2, "خ": 1, "د": 1, "س": 1 }, "entropyBits": 2.645593, "modalAnswer": "ب", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 8, "天蓝色": 2, "深海蓝": 2, "湛蓝": 1, "蓝绿色": 1, "靛蓝": 1 }, "entropyBits": 2.040224, "modalAnswer": "蓝色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.523852 }, { "model": "writer/palmyra-x5", "path": "/fingerprints/writer/palmyra-x5/", "meanJsd": 0.527567 }, { "model": "qwen/qwen3.5-122b-a10b", "path": "/fingerprints/qwen/qwen3.5-122b-a10b/", "meanJsd": 0.532524 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.861943 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "letter-random|ar", "seoTitle": "Qwen3 235b A22b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "62cc507ba1473ad3e82cf1405c0cd2535f563b21d7df13e2a7c2ea4d494df371" }, { "id": "qwen/qwen3-235b-a22b-2507", "displayName": "Qwen3 235b A22b 2507", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-235b-a22b-2507/", "totalSamples": 99, "minCellSamples": 10, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 12, "counts": { "elephant": 8, "lion": 2, "r": 1, "tiger": 1 }, "entropyBits": 1.418296, "modalAnswer": "elephant", "modalCount": 8, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 5, "butterfly": 2, "elephant": 2, "sunrise": 2, "sunflower": 1, "sunset": 1, "tree": 1, "whisper": 1 }, "entropyBits": 2.732915, "modalAnswer": "apple", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 12, "counts": { "лев": 8, "заяц": 1, "коала": 1, "кошка": 1, "тигр": 1 }, "entropyBits": 1.584963, "modalAnswer": "лев", "modalCount": 8, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 12, "counts": { "فيل": 4, "نمر": 4, "أسد": 2, "frog": 1, "فيلة": 1 }, "entropyBits": 2.084963, "modalAnswer": "فيل", "modalCount": 4, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 13, "counts": { "水": 7, "山": 2, "not": 1, "▌": 1, "林": 1, "龙": 1 }, "entropyBits": 2.034941, "modalAnswer": "水", "modalCount": 7, "modalShare": 0.538462, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 12, "counts": { "老虎": 4, "狮子": 3, "null": 1, "企鹅": 1, "海豚": 1, "熊猫": 1, "的": 1 }, "entropyBits": 2.522055, "modalAnswer": "老虎", "modalCount": 4, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 10, "counts": { "س": 6, "خ": 3, "ج": 1 }, "entropyBits": 1.295462, "modalAnswer": "س", "modalCount": 6, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 13, "counts": { "蓝色": 6, "橙色": 3, "实际上，这里应该输出": 1, "深蓝": 1, "青色": 1, "👤": 1 }, "entropyBits": 2.14162, "modalAnswer": "蓝色", "modalCount": 6, "modalShare": 0.461538, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "writer/palmyra-x5", "path": "/fingerprints/writer/palmyra-x5/", "meanJsd": 0.24972 }, { "model": "deepseek/deepseek-chat", "path": "/fingerprints/deepseek/deepseek-chat/", "meanJsd": 0.472195 }, { "model": "qwen/qwen3-30b-a3b-instruct-2507", "path": "/fingerprints/qwen/qwen3-30b-a3b-instruct-2507/", "meanJsd": 0.484325 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 0.402387 }, "mostConcentrated": "letter-random|ar", "mostDiverse": "word-random|en", "seoTitle": "Qwen3 235b A22b 2507 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 50, "evidenceHash": "8d8b12232d546c158a8dc4d68e610ec19484a204a7a23df9fb9bce8b03f720b2" }, { "id": "qwen/qwen3-30b-a3b-instruct-2507", "displayName": "Qwen3 30b A3b Instruct 2507", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-30b-a3b-instruct-2507/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "lion": 10, "elephant": 2, "tiger": 2, "dog": 1 }, "entropyBits": 1.425605, "modalAnswer": "lion", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 15 }, "entropyBits": 0, "modalAnswer": "apple", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 8, "лиса": 5, "леопард": 1, "лысый": 1 }, "entropyBits": 1.532915, "modalAnswer": "лев", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "نمر": 6, "أرنب": 4, "فيل": 4, "الأسد": 1 }, "entropyBits": 1.806239, "modalAnswer": "نمر", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "好": 6, "明": 3, "森": 3, "中": 1, "春": 1, "龙": 1 }, "entropyBits": 2.238921, "modalAnswer": "好", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 7, "狮子": 5, "熊猫": 1, "猫": 1, "豹": 1 }, "entropyBits": 1.822816, "modalAnswer": "老虎", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 8, "أ": 2, "ز": 2, "ق": 1, "ك": 1, "م": 1 }, "entropyBits": 2.040224, "modalAnswer": "ج", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 14, "绿色": 1 }, "entropyBits": 0.353359, "modalAnswer": "蓝色", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "writer/palmyra-x5", "path": "/fingerprints/writer/palmyra-x5/", "meanJsd": 0.388091 }, { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.437094 }, { "model": "qwen/qwen3-235b-a22b-2507", "path": "/fingerprints/qwen/qwen3-235b-a22b-2507/", "meanJsd": 0.484325 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.825163 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3 30b A3b Instruct 2507 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 57, "evidenceHash": "b0e6cc1ce48bd7a8e39fc0e7c9dba9ee97028a6ed5c95ecb6619522c9057473d" }, { "id": "qwen/qwen3-8b", "displayName": "Qwen3 8b", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-8b/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "penguin": 15 }, "entropyBits": 0, "modalAnswer": "penguin", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "fluff": 15 }, "entropyBits": 0, "modalAnswer": "fluff", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 14, "counts": { "жираф": 14 }, "entropyBits": 0, "modalAnswer": "жираф", "modalCount": 14, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "فراشة": 15 }, "entropyBits": 0, "modalAnswer": "فراشة", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "明": 15 }, "entropyBits": 0, "modalAnswer": "明", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 15 }, "entropyBits": 0, "modalAnswer": "企鹅", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|ar", "n": 15, "counts": { "و": 15 }, "entropyBits": 0, "modalAnswer": "و", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "anthropic/claude-sonnet-4", "path": "/fingerprints/anthropic/claude-sonnet-4/", "meanJsd": 0.623533 }, { "model": "anthropic/claude-sonnet-4.5", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "meanJsd": 0.684532 }, { "model": "nvidia/nemotron-3-ultra-550b-a55b", "path": "/fingerprints/nvidia/nemotron-3-ultra-550b-a55b/", "meanJsd": 0.684532 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "animal-random|ar", "seoTitle": "Qwen3 8b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 38, "evidenceHash": "878e014ed31aec440aa9754775bdba03be066dbb7b84ce9bc7db506b1f9be222" }, { "id": "qwen/qwen3-max", "displayName": "Qwen3 Max", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-max/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 15 }, "entropyBits": 0, "modalAnswer": "elephant", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 15 }, "entropyBits": 0, "modalAnswer": "apple", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 15 }, "entropyBits": 0, "modalAnswer": "слон", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 15 }, "entropyBits": 0, "modalAnswer": "أسد", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 15 }, "entropyBits": 0, "modalAnswer": "山", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 15 }, "entropyBits": 0, "modalAnswer": "老虎", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 6, "ج": 5, "ب": 4 }, "entropyBits": 1.565596, "modalAnswer": "م", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "青柠": 10, "青绿": 5 }, "entropyBits": 0.918296, "modalAnswer": "青柠", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "qwen/qwen3-max-thinking", "path": "/fingerprints/qwen/qwen3-max-thinking/", "meanJsd": 0.02207 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.520532 }, { "model": "deepseek/deepseek-chat", "path": "/fingerprints/deepseek/deepseek-chat/", "meanJsd": 0.531472 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 0.113417 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "letter-random|ar", "seoTitle": "Qwen3 Max LLM Fingerprint: 8-Probe Data", "seoTitleLength": 39, "evidenceHash": "e601b78d7993e0726ea52436feeafd3735714cf471939c08e09d32834084a733" }, { "id": "qwen/qwen3-max-thinking", "displayName": "Qwen3 Max Thinking", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-max-thinking/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 15 }, "entropyBits": 0, "modalAnswer": "elephant", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 15 }, "entropyBits": 0, "modalAnswer": "apple", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 15 }, "entropyBits": 0, "modalAnswer": "слон", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 15 }, "entropyBits": 0, "modalAnswer": "أسد", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 15 }, "entropyBits": 0, "modalAnswer": "山", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 15 }, "entropyBits": 0, "modalAnswer": "老虎", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 8, "م": 6, "ب": 1 }, "entropyBits": 1.272906, "modalAnswer": "ج", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "青柠": 9, "青绿": 3, "紫色": 2, "青": 1 }, "entropyBits": 1.55461, "modalAnswer": "青柠", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3-max", "path": "/fingerprints/qwen/qwen3-max/", "meanJsd": 0.02207 }, { "model": "writer/palmyra-x5", "path": "/fingerprints/writer/palmyra-x5/", "meanJsd": 0.510112 }, { "model": "qwen/qwen3-next-80b-a3b-instruct", "path": "/fingerprints/qwen/qwen3-next-80b-a3b-instruct/", "meanJsd": 0.526023 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 0.113417 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "color-random|zh", "seoTitle": "Qwen3 Max Thinking LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "1cc24371449b3cc4151b464ebe27570ffda937132b9c9847e216e56de7bacc86" }, { "id": "qwen/qwen3-next-80b-a3b-instruct", "displayName": "Qwen3 Next 80b A3b Instruct", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-next-80b-a3b-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "tiger": 14, "penguin": 1 }, "entropyBits": 0.353359, "modalAnswer": "tiger", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 15 }, "entropyBits": 0, "modalAnswer": "apple", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "канарейка": 7, "слон": 5, "жираф": 2, "кенгуру": 1 }, "entropyBits": 1.689482, "modalAnswer": "канарейка", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "نمر": 12, "أسد": 1, "فيل": 1, "نمس": 1 }, "entropyBits": 1.038921, "modalAnswer": "نمر", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 10, "森": 4, "龙": 1 }, "entropyBits": 1.158939, "modalAnswer": "山", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 14, "长颈鹿": 1 }, "entropyBits": 0.353359, "modalAnswer": "老虎", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "ق": 13, "ك": 2 }, "entropyBits": 0.56651, "modalAnswer": "ق", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 15 }, "entropyBits": 0, "modalAnswer": "紫色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "qwen/qwen3-max-thinking", "path": "/fingerprints/qwen/qwen3-max-thinking/", "meanJsd": 0.526023 }, { "model": "qwen/qwen3-max", "path": "/fingerprints/qwen/qwen3-max/", "meanJsd": 0.563037 }, { "model": "qwen/qwen3-30b-a3b-instruct-2507", "path": "/fingerprints/qwen/qwen3-30b-a3b-instruct-2507/", "meanJsd": 0.604296 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|ru", "seoTitle": "Qwen3 Next 80b A3b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 57, "evidenceHash": "9833bb09b88a8e70e19e93d8f1dae460c74b20eb24ce856c8d41895c96572fb6" }, { "id": "qwen/qwen3-vl-235b-a22b-instruct", "displayName": "Qwen3 Vl 235b A22b Instruct", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-vl-235b-a22b-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 13, "octopus": 2 }, "entropyBits": 0.56651, "modalAnswer": "giraffe", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "quasar": 8, "whisper": 3, "bicycle": 1, "breeze": 1, "lighthouse": 1, "zephyr": 1 }, "entropyBits": 1.989898, "modalAnswer": "quasar", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "кенгуру": 11, "жираф": 2, "лев": 2 }, "entropyBits": 1.103307, "modalAnswer": "кенгуру", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 14, "غزال": 1 }, "entropyBits": 0.353359, "modalAnswer": "فيل", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 15 }, "entropyBits": 0, "modalAnswer": "山", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 12, "长颈鹿": 3 }, "entropyBits": 0.721928, "modalAnswer": "企鹅", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 10, "خ": 4, "ج": 1 }, "entropyBits": 1.158939, "modalAnswer": "م", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "靛蓝": 15 }, "entropyBits": 0, "modalAnswer": "靛蓝", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "anthropic/claude-sonnet-4", "path": "/fingerprints/anthropic/claude-sonnet-4/", "meanJsd": 0.579507 }, { "model": "anthropic/claude-sonnet-4.5", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "meanJsd": 0.58898 }, { "model": "moonshotai/kimi-k2-0905", "path": "/fingerprints/moonshotai/kimi-k2-0905/", "meanJsd": 0.591538 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Qwen3 Vl 235b A22b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 57, "evidenceHash": "8f8cc8cc8d27aa0915f44dd93cfc536a0f993b5d9e4fd4cbe41a77749beec06c" }, { "id": "qwen/qwen3-vl-30b-a3b-instruct", "displayName": "Qwen3 Vl 30b A3b Instruct", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-vl-30b-a3b-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "lion": 11, "penguin": 2, "elephant": 1, "platypus": 1 }, "entropyBits": 1.236641, "modalAnswer": "lion", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 12, "apple": 1, "quartz": 1, "zephyr": 1 }, "entropyBits": 1.038921, "modalAnswer": "elephant", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 12, "коала": 1, "кот": 1, "крокодил": 1 }, "entropyBits": 1.038921, "modalAnswer": "лев", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 8, "الأسد": 7 }, "entropyBits": 0.996792, "modalAnswer": "أسد", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "水": 6, "天": 5, "雨": 2, "和": 1, "山": 1 }, "entropyBits": 1.965596, "modalAnswer": "水", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 12, "老虎": 2, "狗": 1 }, "entropyBits": 0.905587, "modalAnswer": "狮子", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "د": 7, "ب": 3, "ز": 3, "أ": 2 }, "entropyBits": 1.829473, "modalAnswer": "د", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.52306 }, { "model": "qwen/qwen3-235b-a22b-2507", "path": "/fingerprints/qwen/qwen3-235b-a22b-2507/", "meanJsd": 0.52591 }, { "model": "deepseek/deepseek-chat", "path": "/fingerprints/deepseek/deepseek-chat/", "meanJsd": 0.527965 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.820112 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3 Vl 30b A3b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 55, "evidenceHash": "fccbf432655cfe824a686d2436a9ff9397cd968a0517de16565ba45819b016ed" }, { "id": "qwen/qwen3-vl-32b-instruct", "displayName": "Qwen3 Vl 32b Instruct", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-vl-32b-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "squirrel": 12, "fox": 3 }, "entropyBits": 0.721928, "modalAnswer": "squirrel", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "breeze": 15 }, "entropyBits": 0, "modalAnswer": "breeze", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "лиса": 15 }, "entropyBits": 0, "modalAnswer": "лиса", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "الغزال": 15 }, "entropyBits": 0, "modalAnswer": "الغزال", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 15 }, "entropyBits": 0, "modalAnswer": "山", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 15 }, "entropyBits": 0, "modalAnswer": "猫", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "letter-random|ar", "n": 15, "counts": { "ت": 15 }, "entropyBits": 0, "modalAnswer": "ت", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-5.4", "path": "/fingerprints/openai/gpt-5.4/", "meanJsd": 0.546126 }, { "model": "qwen/qwen3.5-122b-a10b", "path": "/fingerprints/qwen/qwen3.5-122b-a10b/", "meanJsd": 0.673983 }, { "model": "inclusionai/ling-2.6-1t", "path": "/fingerprints/inclusionai/ling-2.6-1t/", "meanJsd": 0.682686 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "animal-random|en", "seoTitle": "Qwen3 Vl 32b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 51, "evidenceHash": "2bb3bb9dba6278be95904f5d097f3930b0b98f870cb1acfe2c9ffb4fe1d43926" }, { "id": "qwen/qwen3-vl-8b-instruct", "displayName": "Qwen3 Vl 8b Instruct", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3-vl-8b-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 13, "penguin": 1, "polar": 1 }, "entropyBits": 0.699843, "modalAnswer": "elephant", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 15 }, "entropyBits": 0, "modalAnswer": "elephant", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "леопард": 13, "лев": 2 }, "entropyBits": 0.56651, "modalAnswer": "леопард", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "animal-random|ar", "n": 15, "counts": { "الدب": 14, "الفيل": 1 }, "entropyBits": 0.353359, "modalAnswer": "الدب", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 15 }, "entropyBits": 0, "modalAnswer": "山", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "考拉": 13, "企鹅": 1, "斑马": 1 }, "entropyBits": 0.699843, "modalAnswer": "考拉", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "ز": 15 }, "entropyBits": 0, "modalAnswer": "ز", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 15 }, "entropyBits": 0, "modalAnswer": "蓝色", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 } ], "nearestReferences": [ { "model": "openai/gpt-4.1-mini", "path": "/fingerprints/openai/gpt-4.1-mini/", "meanJsd": 0.573442 }, { "model": "anthropic/claude-sonnet-4.5", "path": "/fingerprints/anthropic/claude-sonnet-4.5/", "meanJsd": 0.582147 }, { "model": "anthropic/claude-sonnet-4", "path": "/fingerprints/anthropic/claude-sonnet-4/", "meanJsd": 0.586339 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "animal-random|en", "seoTitle": "Qwen3 Vl 8b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 50, "evidenceHash": "9a2571b1cdb7962a40e0b51e0736565faebd9d85fdcbbdc9d871ae4dccd284f3" }, { "id": "qwen/qwen3.5-122b-a10b", "displayName": "Qwen3.5 122b A10b", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.5-122b-a10b/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 7, "cat": 4, "fox": 1, "lion": 1, "otter": 1, "pangolin": 1 }, "entropyBits": 2.063458, "modalAnswer": "elephant", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 4, "elephant": 3, "puzzle": 2, "bicycle": 1, "butterfly": 1, "garden": 1, "pineapple": 1, "serendipity": 1, "umbrella": 1 }, "entropyBits": 2.923231, "modalAnswer": "apple", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "лиса": 7, "лев": 3, "волк": 1, "енот": 1, "кот": 1, "тигр": 1, "ёж": 1 }, "entropyBits": 2.279799, "modalAnswer": "лиса", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 6, "نمر": 4, "أرنب": 2, "قطة": 2, "فيل": 1 }, "entropyBits": 2.072906, "modalAnswer": "أسد", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "云": 7, "水": 2, "风": 2, "光": 1, "山": 1, "明": 1, "猫": 1 }, "entropyBits": 2.330125, "modalAnswer": "云", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "熊猫": 7, "猫": 4, "企鹅": 3, "狐狸": 1 }, "entropyBits": 1.746466, "modalAnswer": "熊猫", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 6, "ت": 2, "ج": 2, "أ": 1, "ح": 1, "خ": 1, "س": 1, "م": 1 }, "entropyBits": 2.606239, "modalAnswer": "ب", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 12, "红": 1, "红色": 1, "绿色": 1 }, "entropyBits": 1.038921, "modalAnswer": "蓝色", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-397b-a17b", "path": "/fingerprints/qwen/qwen3.5-397b-a17b/", "meanJsd": 0.376481 }, { "model": "qwen/qwen3.5-27b", "path": "/fingerprints/qwen/qwen3.5-27b/", "meanJsd": 0.423049 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.443008 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.552866 }, "mostConcentrated": "color-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Qwen3.5 122b A10b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "15555eb206155ea208f0910facbd93e2b5a7e553ebb30015768063ad1de5de81" }, { "id": "qwen/qwen3.5-27b", "displayName": "Qwen3.5 27b", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.5-27b/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 7, "cat": 2, "lion": 2, "fox": 1, "koala": 1, "octopus": 1, "penguin": 1 }, "entropyBits": 2.330125, "modalAnswer": "elephant", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 7, "banana": 3, "butterfly": 2, "apple": 1, "sky": 1, "star": 1 }, "entropyBits": 2.146466, "modalAnswer": "elephant", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 8, "тигр": 3, "кит": 1, "лев": 1, "медведь": 1, "слон": 1 }, "entropyBits": 1.989898, "modalAnswer": "кот", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 9, "فيل": 5, "زرافة": 1 }, "entropyBits": 1.23096, "modalAnswer": "أسد", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 6, "龙": 4, "云": 1, "木": 1, "森": 1, "福": 1, "风": 1 }, "entropyBits": 2.339572, "modalAnswer": "梦", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "熊猫": 8, "猫": 6, "虎": 1 }, "entropyBits": 1.272906, "modalAnswer": "熊猫", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 5, "ب": 3, "ج": 2, "ك": 2, "م": 2, "أ": 1 }, "entropyBits": 2.415922, "modalAnswer": "س", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 9, "蓝色": 5, "红": 1 }, "entropyBits": 1.23096, "modalAnswer": "蓝", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-397b-a17b", "path": "/fingerprints/qwen/qwen3.5-397b-a17b/", "meanJsd": 0.324759 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.404931 }, { "model": "qwen/qwen3.6-35b-a3b", "path": "/fingerprints/qwen/qwen3.6-35b-a3b/", "meanJsd": 0.405062 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.590135 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "letter-random|ar", "seoTitle": "Qwen3.5 27b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "9cd93ebe7767df0e15863c7128bd6229981042e69c80b4ed63ada752dec13403" }, { "id": "qwen/qwen3.5-35b-a3b", "displayName": "Qwen3.5 35b A3b", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.5-35b-a3b/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "tiger": 6, "elephant": 5, "penguin": 2, "owl": 1, "squirrel": 1 }, "entropyBits": 1.965596, "modalAnswer": "tiger", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 10, "galaxy": 2, "banana": 1, "butterfly": 1, "serendipity": 1 }, "entropyBits": 1.558939, "modalAnswer": "elephant", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 9, "тигр": 4, "акула": 1, "коала": 1 }, "entropyBits": 1.471602, "modalAnswer": "слон", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 6, "نمر": 3, "أسد": 2, "فيل": 2, "دب": 1, "ذئب": 1 }, "entropyBits": 2.289246, "modalAnswer": "زرافة", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "letter-random|zh", "n": 15, "counts": { "森": 5, "墨": 4, "云": 1, "天": 1, "山": 1, "林": 1, "梦": 1, "风": 1 }, "entropyBits": 2.599581, "modalAnswer": "森", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "1": 3, "熊猫": 4, "猫": 3, "大象": 2, "老虎": 2, "狮子": 1 }, "entropyBits": 2.472906, "modalAnswer": "熊猫", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 4, "ب": 3, "ج": 3, "ز": 2, "ه": 2, "س": 1 }, "entropyBits": 2.472906, "modalAnswer": "م", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 9, "蓝": 2, "blue": 1, "紫色": 1, "绿色": 1, "青色": 1 }, "entropyBits": 1.871602, "modalAnswer": "蓝色", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-flash-02-23", "path": "/fingerprints/qwen/qwen3.5-flash-02-23/", "meanJsd": 0.208467 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.392577 }, { "model": "qwen/qwen3.5-397b-a17b", "path": "/fingerprints/qwen/qwen3.5-397b-a17b/", "meanJsd": 0.416431 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 0.362686 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3.5 35b A3b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "a8e5db1fdc86d8e3f77dc7267f50c704d30637798caa4474bd6d2729e60b404b" }, { "id": "qwen/qwen3.5-397b-a17b", "displayName": "Qwen3.5 397b A17b", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.5-397b-a17b/", "totalSamples": 101, "minCellSamples": 9, "maxCellSamples": 14, "cells": [ { "id": "animal-random|en", "n": 9, "counts": { "elephant": 3, "penguin": 2, "tiger": 2, "fox": 1, "otter": 1 }, "entropyBits": 2.19716, "modalAnswer": "elephant", "modalCount": 3, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 14, "counts": { "butterfly": 5, "umbrella": 4, "elephant": 2, "apple": 1, "banana": 1, "galaxy": 1 }, "entropyBits": 2.263809, "modalAnswer": "butterfly", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 14, "counts": { "тигр": 7, "лиса": 4, "бегемот": 1, "кот": 1, "лев": 1 }, "entropyBits": 1.832249, "modalAnswer": "тигр", "modalCount": 7, "modalShare": 0.5, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 14, "counts": { "أسد": 7, "فيل": 3, "قطة": 3, "نمر": 1 }, "entropyBits": 1.724408, "modalAnswer": "أسد", "modalCount": 7, "modalShare": 0.5, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 14, "counts": { "风": 4, "梦": 3, "山": 2, "明": 2, "光": 1, "的": 1, "雨": 1 }, "entropyBits": 2.610577, "modalAnswer": "风", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 12, "counts": { "猫": 8, "熊猫": 2, "大象": 1, "虎": 1 }, "entropyBits": 1.418296, "modalAnswer": "猫", "modalCount": 8, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 12, "counts": { "ج": 5, "م": 3, "ب": 2, "ع": 2 }, "entropyBits": 1.887919, "modalAnswer": "ج", "modalCount": 5, "modalShare": 0.416667, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 12, "counts": { "蓝": 6, "蓝色": 5, "红": 1 }, "entropyBits": 1.325011, "modalAnswer": "蓝", "modalCount": 6, "modalShare": 0.5, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.27774 }, { "model": "qwen/qwen3.5-27b", "path": "/fingerprints/qwen/qwen3.5-27b/", "meanJsd": 0.324759 }, { "model": "qwen/qwen3.5-122b-a10b", "path": "/fingerprints/qwen/qwen3.5-122b-a10b/", "meanJsd": 0.376481 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.432509 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3.5 397b A17b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 47, "evidenceHash": "5c3e8dcb0c3f63150084a9903d34f264a4201143dcbfcf5cc2b1cce69a7e2dc2" }, { "id": "qwen/qwen3.5-9b", "displayName": "Qwen3.5 9b", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.5-9b/", "totalSamples": 118, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "eagle": 4, "cat": 2, "dog": 2, "penguin": 2, "blue": 1, "dolphin": 1, "elephant": 1, "pangolin": 1, "tiger": 1 }, "entropyBits": 2.973557, "modalAnswer": "eagle", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 6, "banana": 2, "balloons": 1, "bloom": 1, "dream": 1, "glimmer": 1, "gumdrop": 1, "sculpt": 1, "star": 1 }, "entropyBits": 2.739572, "modalAnswer": "apple", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 4, "слон": 4, "енот": 1, "жираф": 1, "змея": 1, "кит": 1, "манка": 1, "медведь": 1, "тигр": 1 }, "entropyBits": 2.840224, "modalAnswer": "лев", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "5": 1, "8": 1, "أسد": 8, "أناناس": 1, "سلحفاة": 1, "ضب": 1, "فهد": 1, "نمر": 1 }, "entropyBits": 2.306891, "modalAnswer": "أسد", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 14, "counts": { "好": 2, "山": 2, "明": 2, "风": 2, "光": 1, "月": 1, "水": 1, "猫": 1, "笑": 1, "花": 1 }, "entropyBits": 3.235926, "modalAnswer": "好", "modalCount": 2, "modalShare": 0.142857, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 6, "熊猫": 3, "猫": 2, "大象": 1, "考拉": 1, "豹": 1, "🐶": 1 }, "entropyBits": 2.42258, "modalAnswer": "企鹅", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 14, "counts": { "م": 5, "ذ": 3, "ب": 1, "د": 1, "س": 1, "غ": 1, "ق": 1, "ل": 1 }, "entropyBits": 2.63846, "modalAnswer": "م", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 11, "蓝": 2, "紫色": 1, "靛蓝": 1 }, "entropyBits": 1.236641, "modalAnswer": "蓝色", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-122b-a10b", "path": "/fingerprints/qwen/qwen3.5-122b-a10b/", "meanJsd": 0.489002 }, { "model": "qwen/qwen3.6-27b", "path": "/fingerprints/qwen/qwen3.6-27b/", "meanJsd": 0.503829 }, { "model": "openai/gpt-4o-2024-08-06", "path": "/fingerprints/openai/gpt-4o-2024-08-06/", "meanJsd": 0.523498 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.67635 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3.5 9b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 40, "evidenceHash": "85331e81d0f72a15a237ef98341257fff415e7d8a57f53a9bc39dc6a6485d28e" }, { "id": "qwen/qwen3.5-flash-02-23", "displayName": "Qwen3.5 Flash 02 23", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.5-flash-02-23/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 8, "penguin": 3, "tiger": 2, "otter": 1, "tyrannosaurus": 1 }, "entropyBits": 1.856565, "modalAnswer": "elephant", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 9, "butterfly": 3, "banana": 1, "kaleidoscope": 1, "zephyr": 1 }, "entropyBits": 1.687943, "modalAnswer": "elephant", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 13, "тигр": 2 }, "entropyBits": 0.56651, "modalAnswer": "слон", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 7, "نمر": 3, "أسد": 2, "فيل": 2, "زلزال": 1 }, "entropyBits": 2.013132, "modalAnswer": "زرافة", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "云": 3, "墨": 2, "梦": 2, "森": 2, "山": 1, "明": 1, "春": 1, "木": 1, "树": 1, "猫": 1 }, "entropyBits": 3.189898, "modalAnswer": "云", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "1": 2, "老虎": 6, "熊猫": 2, "企鹅": 1, "大象": 1, "河马": 1, "狐狸": 1, "猫": 1 }, "entropyBits": 2.606239, "modalAnswer": "老虎", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 3, "ز": 3, "س": 2, "ف": 2, "م": 2, "ث": 1, "خ": 1, "ط": 1 }, "entropyBits": 2.872906, "modalAnswer": "ج", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 8, "青色": 2, "blue": 1, "紫色": 1, "红色": 1, "蓝": 1, "青": 1 }, "entropyBits": 2.173557, "modalAnswer": "蓝色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-35b-a3b", "path": "/fingerprints/qwen/qwen3.5-35b-a3b/", "meanJsd": 0.208467 }, { "model": "qwen/qwen3.6-flash", "path": "/fingerprints/qwen/qwen3.6-flash/", "meanJsd": 0.387992 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.408666 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 0.362686 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3.5 Flash 02 23 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 49, "evidenceHash": "fcc49db0151a5095871c08fdbe79f08d0d0f29b5d6a9f2a8f8559fa573c463bc" }, { "id": "qwen/qwen3.5-plus-02-15", "displayName": "Qwen3.5 Plus 02 15", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 4, "cat": 2, "giraffe": 2, "otter": 2, "zebra": 2, "kangaroo": 1, "penguin": 1, "tiger": 1 }, "entropyBits": 2.840224, "modalAnswer": "elephant", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 3, "butterfly": 3, "apple": 1, "cloud": 1, "journey": 1, "ocean": 1, "pineapple": 1, "sunset": 1, "sunshine": 1, "telescope": 1, "umbrella": 1 }, "entropyBits": 3.272906, "modalAnswer": "banana", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 4, "лиса": 3, "заяц": 2, "кошка": 2, "тигр": 2, "волк": 1, "слон": 1 }, "entropyBits": 2.656565, "modalAnswer": "кот", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 5, "فيل": 3, "نمر": 3, "أسد": 2, "جمل": 1, "زرافة": 1 }, "entropyBits": 2.365596, "modalAnswer": "قطة", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 4, "风": 4, "山": 3, "雨": 2, "云": 1, "林": 1 }, "entropyBits": 2.389898, "modalAnswer": "梦", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 11, "兔子": 1, "大象": 1, "狗": 1, "象": 1 }, "entropyBits": 1.369974, "modalAnswer": "猫", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 5 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 7, "ب": 2, "س": 2, "د": 1, "ز": 1, "م": 1, "ن": 1 }, "entropyBits": 2.330125, "modalAnswer": "ج", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 7, "蓝色": 6, "红色": 1, "绿色": 1 }, "entropyBits": 1.562807, "modalAnswer": "蓝", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3.5-397b-a17b", "path": "/fingerprints/qwen/qwen3.5-397b-a17b/", "meanJsd": 0.27774 }, { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.402215 }, { "model": "qwen/qwen3.5-27b", "path": "/fingerprints/qwen/qwen3.5-27b/", "meanJsd": 0.404931 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.432509 }, "mostConcentrated": "animal-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Qwen3.5 Plus 02 15 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 48, "evidenceHash": "d47e5907cc80ca1919a031cc9bd2a6cdbae6833195884867f391587f08f344be" }, { "id": "qwen/qwen3.5-plus-20260420", "displayName": "Qwen3.5 Plus 20260420", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.5-plus-20260420/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "cat": 8, "tiger": 4, "fox": 2, "zebra": 1 }, "entropyBits": 1.640224, "modalAnswer": "cat", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 15 }, "entropyBits": 0, "modalAnswer": "apple", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "тигр": 5, "кот": 3, "акула": 1, "енот": 1, "кошка": 1, "лев": 1, "лис": 1, "лиса": 1, "собака": 1 }, "entropyBits": 2.815922, "modalAnswer": "тигр", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 7, "فيل": 3, "قط": 2, "قطة": 2, "زرافة": 1 }, "entropyBits": 2.013132, "modalAnswer": "أسد", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "海": 3, "一": 2, "好": 2, "春": 2, "机": 2, "月": 1, "道": 1, "雨": 1, "静": 1 }, "entropyBits": 3.056565, "modalAnswer": "海", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 14, "狮子": 1 }, "entropyBits": 0.353359, "modalAnswer": "猫", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "ز": 6, "ب": 4, "س": 3, "ع": 1, "ك": 1 }, "entropyBits": 2.02258, "modalAnswer": "ز", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 8, "红": 5, "红色": 1, "蓝": 1 }, "entropyBits": 1.532915, "modalAnswer": "蓝色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.33557 }, { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.352151 }, { "model": "qwen/qwen3.6-27b", "path": "/fingerprints/qwen/qwen3.6-27b/", "meanJsd": 0.434686 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.866667 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3.5 Plus 20260420 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 51, "evidenceHash": "323292b50a4a26332765bfc759d59e1d783f0396e9930f92c3844b5369b48c67" }, { "id": "qwen/qwen3.6-27b", "displayName": "Qwen3.6 27b", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.6-27b/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "cat": 14, "elephant": 1 }, "entropyBits": 0.353359, "modalAnswer": "cat", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 6, "banana": 6, "sunshine": 2, "blue": 1 }, "entropyBits": 1.705587, "modalAnswer": "apple", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 5, "кот": 2, "лев": 2, "embangkan": 1, "банан": 1, "белка": 1, "кит": 1, "кобра": 1, "кошка": 1 }, "entropyBits": 2.866248, "modalAnswer": "слон", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 7, "أسد": 4, "أرنب": 1, "قط": 1, "كلب": 1, "نمر": 1 }, "entropyBits": 2.063458, "modalAnswer": "قطة", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "letter-random|zh", "n": 15, "counts": { "明": 3, "梦": 3, "森": 2, "好": 1, "星": 1, "月": 1, "木": 1, "花": 1, "雨": 1, "龙": 1 }, "entropyBits": 3.139572, "modalAnswer": "明", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 10, "兔子": 2, "熊猫": 2, "狗": 1 }, "entropyBits": 1.425605, "modalAnswer": "猫", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "ا": 5, "م": 3, "أ": 2, "ب": 2, "ج": 1, "س": 1, "ع": 1 }, "entropyBits": 2.549255, "modalAnswer": "ا", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 12, "红色": 2, "红": 1 }, "entropyBits": 0.905587, "modalAnswer": "蓝色", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.384905 }, { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.401592 }, { "model": "x-ai/grok-4.3", "path": "/fingerprints/x-ai/grok-4.3/", "meanJsd": 0.415633 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.703447 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3.6 27b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "efde7e20880aa23a139688b96952c80d38314bb7045964c38873a854d5fdd8f0" }, { "id": "qwen/qwen3.6-35b-a3b", "displayName": "Qwen3.6 35b A3b", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.6-35b-a3b/", "totalSamples": 118, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 14, "counts": { "elephant": 12, "cat": 1, "giraffe": 1 }, "entropyBits": 0.73453, "modalAnswer": "elephant", "modalCount": 12, "modalShare": 0.857143, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 9, "elephant": 2, "blue": 1, "spatula": 1, "teapot": 1, "umbrella": 1 }, "entropyBits": 1.871602, "modalAnswer": "banana", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 4, "кит": 2, "крокодил": 2, "лев": 2, "тигр": 2, "зебра": 1, "кот": 1, "кошка": 1 }, "entropyBits": 2.840224, "modalAnswer": "слон", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 4, "فيل": 4, "قنفذ": 2, "القطة": 1, "ثعلب": 1, "دب": 1, "قط": 1, "قطة": 1 }, "entropyBits": 2.706891, "modalAnswer": "زرافة", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 7, "猫": 2, "龙": 2, "墨": 1, "福": 1, "雨": 1, "风": 1 }, "entropyBits": 2.330125, "modalAnswer": "梦", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "企鹅": 3, "大象": 2, "熊猫": 2, "老虎": 2, "长颈鹿": 2, "树懒": 1, "猎豹": 1, "猫": 1, "袋鼠": 1 }, "entropyBits": 3.056565, "modalAnswer": "企鹅", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "letter-random|ar", "n": 14, "counts": { "ب": 5, "س": 3, "ج": 2, "a": 1, "أ": 1, "ث": 1, "خ": 1 }, "entropyBits": 2.495603, "modalAnswer": "ب", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 7 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 9, "blue": 1, "紫色": 1, "翠绿色": 1, "蓝": 1, "青": 1, "青色": 1 }, "entropyBits": 2.004936, "modalAnswer": "蓝色", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 7 } ], "nearestReferences": [ { "model": "qwen/qwen3.6-flash", "path": "/fingerprints/qwen/qwen3.6-flash/", "meanJsd": 0.347964 }, { "model": "qwen/qwen3.5-27b", "path": "/fingerprints/qwen/qwen3.5-27b/", "meanJsd": 0.405062 }, { "model": "qwen/qwen3.5-flash-02-23", "path": "/fingerprints/qwen/qwen3.5-flash-02-23/", "meanJsd": 0.423673 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 0.521182 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|zh", "seoTitle": "Qwen3.6 35b A3b LLM Fingerprint: 8-Probe Data", "seoTitleLength": 45, "evidenceHash": "604e7e23ae5d13031faab8dafcd90e98a095b788f2b7fd48fff132bd36f02ac7" }, { "id": "qwen/qwen3.6-flash", "displayName": "Qwen3.6 Flash", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.6-flash/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 12, "jellyfish": 1, "tiger": 1, "zebra": 1 }, "entropyBits": 1.038921, "modalAnswer": "elephant", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 8, "banana": 4, "apple": 1, "serendipity": 1, "table": 1 }, "entropyBits": 1.773557, "modalAnswer": "elephant", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 4, "слон": 4, "кошка": 2, "енот": 1, "кенгуру": 1, "кролик": 1, "леопард": 1, "ягуар": 1 }, "entropyBits": 2.706891, "modalAnswer": "кот", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 6, "زرافة": 4, "نمر": 3, "القطة": 1, "قرد": 1 }, "entropyBits": 2.02258, "modalAnswer": "فيل", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 8, "明": 3, "海": 2, "福": 1, "静": 1 }, "entropyBits": 1.856565, "modalAnswer": "梦", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "大象": 5, "斑马": 2, "长颈鹿": 2, "企鹅": 1, "树懒": 1, "狐狸": 1, "猫": 1, "老虎": 1, "袋鼠": 1 }, "entropyBits": 2.866248, "modalAnswer": "大象", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 9 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 7, "خ": 3, "س": 2, "أ": 1, "ث": 1, "ط": 1 }, "entropyBits": 2.146466, "modalAnswer": "ج", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 6, "紫色": 2, "红色": 2, "绿色": 2, "青色": 2, "橙色": 1 }, "entropyBits": 2.339572, "modalAnswer": "蓝色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "qwen/qwen3.6-35b-a3b", "path": "/fingerprints/qwen/qwen3.6-35b-a3b/", "meanJsd": 0.347964 }, { "model": "qwen/qwen3.5-flash-02-23", "path": "/fingerprints/qwen/qwen3.5-flash-02-23/", "meanJsd": 0.387992 }, { "model": "qwen/qwen3.5-35b-a3b", "path": "/fingerprints/qwen/qwen3.5-35b-a3b/", "meanJsd": 0.470031 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 0.521182 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|zh", "seoTitle": "Qwen3.6 Flash LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "7a49ee347f782b43dd8a354f6f0dc7f2d8d8fe237ff37295946fba899d02b7fa" }, { "id": "qwen/qwen3.6-plus", "displayName": "Qwen3.6 Plus", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.6-plus/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "cat": 8, "elephant": 3, "lion": 3, "tiger": 1 }, "entropyBits": 1.672906, "modalAnswer": "cat", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 15 }, "entropyBits": 0, "modalAnswer": "apple", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 6, "кошка": 3, "лиса": 2, "слон": 2, "кит": 1, "лев": 1 }, "entropyBits": 2.289246, "modalAnswer": "кот", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 8, "فيل": 3, "قطة": 2, "زرافة": 1, "قط": 1 }, "entropyBits": 1.856565, "modalAnswer": "أسد", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "梦": 4, "天": 3, "山": 3, "风": 2, "中": 1, "月": 1, "道": 1 }, "entropyBits": 2.606239, "modalAnswer": "梦", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 11, "狗": 3, "狮子": 1 }, "entropyBits": 1.052982, "modalAnswer": "猫", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 10, "ج": 5 }, "entropyBits": 0.918296, "modalAnswer": "ب", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 }, { "id": "color-random|zh", "n": 15, "counts": { "红色": 8, "红": 5, "蓝": 1, "蓝色": 1 }, "entropyBits": 1.532915, "modalAnswer": "红色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.088594 }, { "model": "qwen/qwen3.5-plus-20260420", "path": "/fingerprints/qwen/qwen3.5-plus-20260420/", "meanJsd": 0.33557 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.389015 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.170113 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3.6 Plus LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "961e809bfd62087f58936e17e952c645209ee8ca145fcad6db60175bfdf5ad81" }, { "id": "qwen/qwen3.7-max", "displayName": "Qwen3.7 Max", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.7-max/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "axolotl": 9, "otter": 2, "platypus": 2, "capibara": 1, "capybara": 1 }, "entropyBits": 1.738269, "modalAnswer": "axolotl", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "ephemeral": 12, "serendipity": 3 }, "entropyBits": 0.721928, "modalAnswer": "ephemeral", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "лиса": 11, "тигр": 3, "енот": 1 }, "entropyBits": 1.052982, "modalAnswer": "лиса", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 6, "نمر": 5, "فهد": 3, "فيل": 1 }, "entropyBits": 1.781937, "modalAnswer": "زرافة", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "云": 8, "梦": 3, "岚": 2, "澜": 1, "风": 1 }, "entropyBits": 1.856565, "modalAnswer": "云", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 15, "counts": { "熊猫": 9, "猫": 3, "老虎": 2, "狐狸": 1 }, "entropyBits": 1.55461, "modalAnswer": "熊猫", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 6, "ك": 5, "م": 2, "ع": 1, "ق": 1 }, "entropyBits": 1.965596, "modalAnswer": "س", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 12, "蓝色": 2, "靛蓝": 1 }, "entropyBits": 0.905587, "modalAnswer": "蓝", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "openai/gpt-5-chat", "path": "/fingerprints/openai/gpt-5-chat/", "meanJsd": 0.574915 }, { "model": "qwen/qwen3.5-27b", "path": "/fingerprints/qwen/qwen3.5-27b/", "meanJsd": 0.575976 }, { "model": "openai/gpt-5.4", "path": "/fingerprints/openai/gpt-5.4/", "meanJsd": 0.589272 } ], "strongestDifference": { "id": "animal-random|en", "jsd": 0.841504 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|ar", "seoTitle": "Qwen3.7 Max LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "b5d7bb57c784d86545ee959784a04b15687ef8a9989a47734bb2f2359df8f99c" }, { "id": "qwen/qwen3.7-plus", "displayName": "Qwen3.7 Plus", "namespace": "qwen", "path": "/fingerprints/qwen/qwen3.7-plus/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "cat": 7, "dog": 3, "elephant": 3, "lion": 2 }, "entropyBits": 1.829473, "modalAnswer": "cat", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 14, "cactus": 1 }, "entropyBits": 0.353359, "modalAnswer": "apple", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 7, "кошка": 4, "слон": 3, "лиса": 1 }, "entropyBits": 1.746466, "modalAnswer": "кот", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 8, "قط": 3, "زرافة": 1, "غزال": 1, "فيل": 1, "قطة": 1 }, "entropyBits": 1.989898, "modalAnswer": "أسد", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 4, "梦": 4, "道": 2, "风": 2, "云": 1, "天": 1, "龙": 1 }, "entropyBits": 2.573557, "modalAnswer": "山", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 13, "狗": 2 }, "entropyBits": 0.56651, "modalAnswer": "猫", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 9, "ج": 5, "أ": 1 }, "entropyBits": 1.23096, "modalAnswer": "ب", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "红": 7, "蓝色": 4, "红色": 3, "蓝": 1 }, "entropyBits": 1.746466, "modalAnswer": "红", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.088594 }, { "model": "qwen/qwen3.5-plus-20260420", "path": "/fingerprints/qwen/qwen3.5-plus-20260420/", "meanJsd": 0.352151 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.363268 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.170113 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Qwen3.7 Plus LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "cdabfa541eb454391feb36b13bcde9cc1886f6da86e1c55b0773e65235b649d8" }, { "id": "rekaai/reka-edge", "displayName": "Reka Edge", "namespace": "rekaai", "path": "/fingerprints/rekaai/reka-edge/", "totalSamples": 116, "minCellSamples": 12, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "4": 1, "7": 1, "dog": 2, "elephant": 2, "bear": 1, "cat": 1, "fox": 1, "goat": 1, "horse": 1, "llama": 1, "squirrel": 1, "tiger": 1, "zebra": 1 }, "entropyBits": 3.640224, "modalAnswer": "dog", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 13 }, { "id": "word-random|en", "n": 14, "counts": { "book": 1, "cloud": 1, "ensure": 1, "entry": 1, "fin": 1, "fossil": 1, "hand": 1, "hover": 1, "lamp": 1, "male": 1, "ramp": 1, "sand": 1, "school": 1, "shadow": 1 }, "entropyBits": 3.807355, "modalAnswer": "book", "modalCount": 1, "modalShare": 0.071429, "uniqueAnswers": 14 }, { "id": "animal-random|ru", "n": 15, "counts": { "3": 1, "4": 1, "7": 3, "8": 1, "9": 1, "tiger": 1, "белка": 1, "газель": 1, "гусь": 1, "дмурь": 1, "лев": 1, "лис": 1, "ловушка": 1 }, "entropyBits": 3.589898, "modalAnswer": "7", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 13 }, { "id": "animal-random|ar", "n": 12, "counts": { "الخفر": 2, "لا": 2, "الأرجوم": 1, "الثعلب": 1, "الخفف": 1, "الفهاد": 1, "سيلفي": 1, "لقم": 1, "لقمة": 1, "ميمة": 1 }, "entropyBits": 3.251629, "modalAnswer": "الخفر", "modalCount": 2, "modalShare": 0.166667, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 15, "counts": { "6": 1, "七": 7, "i": 1, "丁": 1, "九": 1, "十": 1, "安": 1, "将": 1, "陆": 1 }, "entropyBits": 2.596792, "modalAnswer": "七", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 9 }, { "id": "animal-random|zh", "n": 15, "counts": { "1": 1, "2": 1, "3": 1, "4": 2, "5": 1, "6": 2, "7": 2, "8": 1, "10": 1, "99": 1, "tiger": 1, "蛇": 1 }, "entropyBits": 3.506891, "modalAnswer": "4", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "letter-random|ar", "n": 15, "counts": { "q": 3, "a": 1, "c": 1, "h": 1, "o": 1, "t": 1, "u": 1, "w": 1, "x": 1, "z": 1, "ا": 1, "ج": 1, "ز": 1 }, "entropyBits": 3.589898, "modalAnswer": "q", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 13 }, { "id": "color-random|zh", "n": 15, "counts": { "1": 1, "5": 4, "6": 4, "7": 1, "8": 1, "安全": 1, "红": 1, "被告": 1, "转橙": 1 }, "entropyBits": 2.840224, "modalAnswer": "5", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 } ], "nearestReferences": [ { "model": "mistralai/mistral-nemo", "path": "/fingerprints/mistralai/mistral-nemo/", "meanJsd": 0.854661 }, { "model": "ai21/jamba-large-1.7", "path": "/fingerprints/ai21/jamba-large-1.7/", "meanJsd": 0.859098 }, { "model": "google/gemini-2.5-flash", "path": "/fingerprints/google/gemini-2.5-flash/", "meanJsd": 0.877566 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "letter-random|zh", "mostDiverse": "word-random|en", "seoTitle": "Reka Edge LLM Fingerprint: 8-Probe Data", "seoTitleLength": 39, "evidenceHash": "d8c9471ea5a5ee169d547393f6de630a9eb78630ab4d77abf712ee0277765d5d" }, { "id": "tencent/hunyuan-a13b-instruct", "displayName": "Hunyuan A13b Instruct", "namespace": "tencent", "path": "/fingerprints/tencent/hunyuan-a13b-instruct/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 7, "tiger": 4, "kangaroo": 2, "match": 1, "penguin": 1 }, "entropyBits": 1.930125, "modalAnswer": "giraffe", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 9, "serenity": 2, "blue": 1, "itors": 1, "okay": 1, "sunshine": 1 }, "entropyBits": 1.871602, "modalAnswer": "serendipity", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "панда": 7, "жираф": 2, "тигр": 2, "жаластса": 1, "кенгуру": 1, "пингвин": 1, "рак": 1 }, "entropyBits": 2.330125, "modalAnswer": "панда", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيلة": 7, "أسد": 6, "بومة": 1, "قرد": 1 }, "entropyBits": 1.562807, "modalAnswer": "فيلة", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "鑫": 10, "shaft": 1, "slide": 1, "氢": 1, "霄": 1, "霖": 1 }, "entropyBits": 1.692272, "modalAnswer": "鑫", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 15, "counts": { "熊猫": 6, "企鹅": 2, "树懒": 2, "猫": 2, "大象": 1, "老虎": 1, "袋熊": 1 }, "entropyBits": 2.472906, "modalAnswer": "熊猫", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "1": 1, "ز": 3, "خ": 2, "م": 2, "ي": 2, "أ": 1, "ا": 1, "ر": 1, "ش": 1, "ق": 1 }, "entropyBits": 3.189898, "modalAnswer": "ز", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 9, "紫色": 5, "蓝": 1 }, "entropyBits": 1.23096, "modalAnswer": "蓝色", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "anthropic/claude-haiku-4.5", "path": "/fingerprints/anthropic/claude-haiku-4.5/", "meanJsd": 0.586192 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.60197 }, { "model": "openai/gpt-4o-mini-2024-07-18", "path": "/fingerprints/openai/gpt-4o-mini-2024-07-18/", "meanJsd": 0.606043 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 1 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|ar", "seoTitle": "Hunyuan A13b Instruct LLM Fingerprint: 8-Probe Data", "seoTitleLength": 51, "evidenceHash": "5011ab22fd270c69dc4ddb794f4f53e3dd3d081cd2b0b94eb331a703c15bbc2c" }, { "id": "tencent/hy3", "displayName": "Hy3", "namespace": "tencent", "path": "/fingerprints/tencent/hy3/", "totalSamples": 97, "minCellSamples": 10, "maxCellSamples": 13, "cells": [ { "id": "animal-random|en", "n": 13, "counts": { "axolotl": 6, "octopus": 4, "platypus": 3 }, "entropyBits": 1.526235, "modalAnswer": "axolotl", "modalCount": 6, "modalShare": 0.461538, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 13, "counts": { "cloud": 10, "moon": 1, "river": 1, "tree": 1 }, "entropyBits": 1.14511, "modalAnswer": "cloud", "modalCount": 10, "modalShare": 0.769231, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 10, "counts": { "волк": 3, "енот": 3, "ёж": 2, "жираф": 1, "ёнот": 1 }, "entropyBits": 2.170951, "modalAnswer": "волк", "modalCount": 3, "modalShare": 0.3, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 11, "counts": { "قط": 9, "فيل": 1, "قطة": 1 }, "entropyBits": 0.865857, "modalAnswer": "قط", "modalCount": 9, "modalShare": 0.818182, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 11, "counts": { "淼": 10, "森": 1 }, "entropyBits": 0.439497, "modalAnswer": "淼", "modalCount": 10, "modalShare": 0.909091, "uniqueAnswers": 2 }, { "id": "animal-random|zh", "n": 13, "counts": { "猫": 4, "豹": 4, "狐": 2, "刺猬": 1, "水獭": 1, "狐狸": 1 }, "entropyBits": 2.315824, "modalAnswer": "猫", "modalCount": 4, "modalShare": 0.307692, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 13, "counts": { "ش": 4, "م": 3, "ج": 2, "ط": 2, "ت": 1, "د": 1 }, "entropyBits": 2.411602, "modalAnswer": "ش", "modalCount": 4, "modalShare": 0.307692, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 13, "counts": { "靛": 5, "青": 4, "蓝": 3, "紫": 1 }, "entropyBits": 1.826245, "modalAnswer": "靛", "modalCount": 5, "modalShare": 0.384615, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "openai/gpt-5.4-mini", "path": "/fingerprints/openai/gpt-5.4-mini/", "meanJsd": 0.695661 }, { "model": "xiaomi/mimo-v2.5-pro", "path": "/fingerprints/xiaomi/mimo-v2.5-pro/", "meanJsd": 0.736851 }, { "model": "openai/gpt-5.2", "path": "/fingerprints/openai/gpt-5.2/", "meanJsd": 0.746938 } ], "strongestDifference": { "id": "animal-random|ru", "jsd": 1 }, "mostConcentrated": "letter-random|zh", "mostDiverse": "letter-random|ar", "seoTitle": "Hy3 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 33, "evidenceHash": "18d53ad1a92e69b0be24e011150b6eb3a8afe5655d3c9e705cca7f00f7cb9db1" }, { "id": "upstage/solar-pro-3", "displayName": "Solar Pro 3", "namespace": "upstage", "path": "/fingerprints/upstage/solar-pro-3/", "totalSamples": 117, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 6, "lion": 6, "dog": 1, "giraffe": 1, "panda": 1 }, "entropyBits": 1.838921, "modalAnswer": "elephant", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 5 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 4, "apple": 3, "ocean": 3, "glimmer": 1, "purple": 1, "rainbow": 1, "sunset": 1, "回答は「oeis」": 1 }, "entropyBits": 2.739572, "modalAnswer": "serendipity", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 14, "counts": { "собака": 3, "elephant": 1, "giraffe": 1, "gorilla": 1, "lion": 1, "panda": 1, "rabbit": 1, "животное": 1, "коала": 1, "кошка": 1, "леопард": 1, "слон": 1 }, "entropyBits": 3.46772, "modalAnswer": "собака", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 12 }, { "id": "animal-random|ar", "n": 14, "counts": { "1": 1, "lion": 5, "cat": 1, "elephant": 1, "الديناصور<": 1, "الغزال": 1, "النمر": 1, "بِلْبل": 1, "ق众多": 1, "نمر": 1 }, "entropyBits": 2.978095, "modalAnswer": "lion", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 10 }, { "id": "letter-random|zh", "n": 14, "counts": { "二": 1, "字": 1, "日": 1, "明": 1, "朔": 1, "歪": 1, "流": 1, "漢字": 1, "白": 1, "阳": 1, "随机汉字": 1, "风": 1, "魏": 1, "龙": 1 }, "entropyBits": 3.807355, "modalAnswer": "二", "modalCount": 1, "modalShare": 0.071429, "uniqueAnswers": 14 }, { "id": "animal-random|zh", "n": 15, "counts": { "elephant": 3, "猫": 2, "blue": 1, "frog": 1, "lion": 1, "企鹅": 1, "大象": 1, "熊猫": 1, "狐狸": 1, "狮子": 1, "猴子": 1, "鳄鱼": 1 }, "entropyBits": 3.456565, "modalAnswer": "elephant", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 12 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 3, "a": 2, "أ": 2, "e": 1, "o": 1, "q": 1, "x": 1, "ا": 1, "د": 1, "م": 1, "ژ": 1 }, "entropyBits": 3.323231, "modalAnswer": "ب", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 11 }, { "id": "color-random|zh", "n": 15, "counts": { "红色": 8, "red": 3, "1f53ff": 1, "紅": 1, "绿色": 1, "蓝色": 1 }, "entropyBits": 1.989898, "modalAnswer": "红色", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "mistralai/voxtral-small-24b-2507", "path": "/fingerprints/mistralai/voxtral-small-24b-2507/", "meanJsd": 0.617707 }, { "model": "amazon/nova-2-lite-v1", "path": "/fingerprints/amazon/nova-2-lite-v1/", "meanJsd": 0.665028 }, { "model": "amazon/nova-premier-v1", "path": "/fingerprints/amazon/nova-premier-v1/", "meanJsd": 0.673472 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.855361 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Solar Pro 3 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "02c78f1fba1084eb011f8775af31486cb7b48cc76c9bce9f1f1364c635430472" }, { "id": "writer/palmyra-x5", "displayName": "Palmyra X5", "namespace": "writer", "path": "/fingerprints/writer/palmyra-x5/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 14, "lion": 1 }, "entropyBits": 0.353359, "modalAnswer": "elephant", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 9, "sunflower": 2, "butterfly": 1, "elephant": 1, "ocean": 1, "unicorn": 1 }, "entropyBits": 1.871602, "modalAnswer": "apple", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 12, "слон": 3 }, "entropyBits": 0.721928, "modalAnswer": "лев", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 2 }, { "id": "animal-random|ar", "n": 15, "counts": { "فيل": 9, "فهد": 2, "نمر": 2, "النمر": 1, "فأر": 1 }, "entropyBits": 1.738269, "modalAnswer": "فيل", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 5 }, { "id": "letter-random|zh", "n": 15, "counts": { "水": 6, "山": 4, "和": 1, "明": 1, "林": 1, "河": 1, "龙": 1 }, "entropyBits": 2.339572, "modalAnswer": "水", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|zh", "n": 15, "counts": { "老虎": 9, "狮子": 6 }, "entropyBits": 0.970951, "modalAnswer": "老虎", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 14, "counts": { "ج": 5, "س": 5, "خ": 3, "ك": 1 }, "entropyBits": 1.8092, "modalAnswer": "ج", "modalCount": 5, "modalShare": 0.357143, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 12, "紫色": 2, "靛蓝": 1 }, "entropyBits": 0.905587, "modalAnswer": "蓝色", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 } ], "nearestReferences": [ { "model": "qwen/qwen3-235b-a22b-2507", "path": "/fingerprints/qwen/qwen3-235b-a22b-2507/", "meanJsd": 0.24972 }, { "model": "qwen/qwen3-30b-a3b-instruct-2507", "path": "/fingerprints/qwen/qwen3-30b-a3b-instruct-2507/", "meanJsd": 0.388091 }, { "model": "openai/gpt-3.5-turbo-0613", "path": "/fingerprints/openai/gpt-3.5-turbo-0613/", "meanJsd": 0.458167 } ], "strongestDifference": { "id": "color-random|zh", "jsd": 0.402387 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Palmyra X5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 40, "evidenceHash": "8d3277299ea1bdfef4f5296b8e9ddab2c1622636b9366f52f14cb4b89e6d1090" }, { "id": "x-ai/grok-4.20", "displayName": "Grok 4.20", "namespace": "x-ai", "path": "/fingerprints/x-ai/grok-4.20/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 7, "lion": 3, "cat": 2, "aardvark": 1, "kangaroo": 1, "rabbit": 1 }, "entropyBits": 2.146466, "modalAnswer": "elephant", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "zephyr": 8, "quokka": 2, "serendipity": 2, "flabbergasted": 1, "jellybean": 1, "trombone": 1 }, "entropyBits": 2.040224, "modalAnswer": "zephyr", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "лев": 4, "слон": 3, "кенгуру": 2, "лиса": 2, "кот": 1, "кошка": 1, "крокодил": 1, "собака": 1 }, "entropyBits": 2.789898, "modalAnswer": "лев", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "قط": 10, "فيل": 2, "كلب": 2, "فأر": 1 }, "entropyBits": 1.425605, "modalAnswer": "قط", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "木": 7, "的": 2, "之": 1, "了": 1, "云": 1, "天": 1, "字": 1, "树": 1 }, "entropyBits": 2.463458, "modalAnswer": "木", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "狗": 7, "猫": 4, "狮子": 3, "兔子": 1 }, "entropyBits": 1.746466, "modalAnswer": "狗", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "ب": 12, "س": 2, "م": 1 }, "entropyBits": 0.905587, "modalAnswer": "ب", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 7, "红色": 3, "紫": 2, "蓝": 2, "紫色": 1 }, "entropyBits": 2.013132, "modalAnswer": "蓝色", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "qwen/qwen-2.5-72b-instruct", "path": "/fingerprints/qwen/qwen-2.5-72b-instruct/", "meanJsd": 0.480154 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.506879 }, { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.509599 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.841581 }, "mostConcentrated": "letter-random|ar", "mostDiverse": "animal-random|ru", "seoTitle": "Grok 4.20 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 39, "evidenceHash": "49bae3bca82bfddeb59cd85063a1c054bb3322610630acff0ba0b24e05f0f99e" }, { "id": "x-ai/grok-4.3", "displayName": "Grok 4.3", "namespace": "x-ai", "path": "/fingerprints/x-ai/grok-4.3/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 7, "cat": 4, "cow": 1, "dog": 1, "tiger": 1, "zebra": 1 }, "entropyBits": 2.063458, "modalAnswer": "elephant", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 13, "banana": 1, "valor": 1 }, "entropyBits": 0.699843, "modalAnswer": "apple", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 3 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 3, "слон": 3, "верблюд": 2, "жираф": 2, "лев": 2, "леопард": 1, "лиса": 1, "собака": 1 }, "entropyBits": 2.872906, "modalAnswer": "кот", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 4, "أسد": 3, "الفيل": 2, "فيل": 2, "قط": 2, "الأسد": 1, "غزال": 1 }, "entropyBits": 2.656565, "modalAnswer": "قطة", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 7 }, { "id": "letter-random|zh", "n": 15, "counts": { "汉": 2, "龍": 2, "龙": 2, "中": 1, "云": 1, "山": 1, "德": 1, "林": 1, "湍": 1, "漢": 1, "说": 1, "道": 1 }, "entropyBits": 3.506891, "modalAnswer": "汉", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 12 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 8, "狗": 3, "熊猫": 1, "狮子": 1, "老虎": 1, "马": 1 }, "entropyBits": 1.989898, "modalAnswer": "猫", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "أ": 6, "a": 4, "z": 2, "b": 1, "ا": 1, "ب": 1 }, "entropyBits": 2.206239, "modalAnswer": "أ", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 10, "blue": 2, "紫色": 2, "红色": 1 }, "entropyBits": 1.425605, "modalAnswer": "蓝色", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "qwen/qwen3.7-plus", "path": "/fingerprints/qwen/qwen3.7-plus/", "meanJsd": 0.379033 }, { "model": "qwen/qwen3.6-27b", "path": "/fingerprints/qwen/qwen3.6-27b/", "meanJsd": 0.415633 }, { "model": "qwen/qwen3.6-plus", "path": "/fingerprints/qwen/qwen3.6-plus/", "meanJsd": 0.421346 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 0.705611 }, "mostConcentrated": "word-random|en", "mostDiverse": "letter-random|zh", "seoTitle": "Grok 4.3 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 38, "evidenceHash": "77e60f8b9dbd9ffb1f893258724563b04c58c66a5a8464b9b4d9ecc0897e008e" }, { "id": "xiaomi/mimo-v2.5-pro", "displayName": "Mimo V2.5 Pro", "namespace": "xiaomi", "path": "/fingerprints/xiaomi/mimo-v2.5-pro/", "totalSamples": 77, "minCellSamples": 6, "maxCellSamples": 12, "cells": [ { "id": "animal-random|en", "n": 11, "counts": { "elephant": 9, "giraffe": 2 }, "entropyBits": 0.684038, "modalAnswer": "elephant", "modalCount": 9, "modalShare": 0.818182, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 10, "counts": { "azure": 1, "bubble": 1, "ephemeral": 1, "glimmer": 1, "juxtaposition": 1, "luminescence": 1, "serendipity": 1, "spark": 1, "sunlight": 1, "velvet": 1 }, "entropyBits": 3.321928, "modalAnswer": "azure", "modalCount": 1, "modalShare": 0.1, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 11, "counts": { "лиса": 4, "жираф": 3, "коала": 2, "волк": 1, "слон": 1 }, "entropyBits": 2.118078, "modalAnswer": "лиса", "modalCount": 4, "modalShare": 0.363636, "uniqueAnswers": 5 }, { "id": "animal-random|ar", "n": 11, "counts": { "قط": 10, "ببغاء": 1 }, "entropyBits": 0.439497, "modalAnswer": "قط", "modalCount": 10, "modalShare": 0.909091, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 12, "counts": { "龙": 9, "云": 1, "森": 1, "雪": 1 }, "entropyBits": 1.207519, "modalAnswer": "龙", "modalCount": 9, "modalShare": 0.75, "uniqueAnswers": 4 }, { "id": "animal-random|zh", "n": 7, "counts": { "狮子": 2, "猫": 2, "袋鼠": 2, "长颈鹿": 1 }, "entropyBits": 1.950212, "modalAnswer": "狮子", "modalCount": 2, "modalShare": 0.285714, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 9, "counts": { "م": 3, "ب": 2, "ر": 2, "ع": 1, "ق": 1 }, "entropyBits": 2.19716, "modalAnswer": "م", "modalCount": 3, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 6, "counts": { "蓝色": 4, "蓝": 2 }, "entropyBits": 0.918296, "modalAnswer": "蓝色", "modalCount": 4, "modalShare": 0.666667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "z-ai/glm-5-turbo", "path": "/fingerprints/z-ai/glm-5-turbo/", "meanJsd": 0.533681 }, { "model": "x-ai/grok-4.20", "path": "/fingerprints/x-ai/grok-4.20/", "meanJsd": 0.538196 }, { "model": "z-ai/glm-4.6", "path": "/fingerprints/z-ai/glm-4.6/", "meanJsd": 0.546824 } ], "strongestDifference": { "id": "animal-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "word-random|en", "seoTitle": "Mimo V2.5 Pro LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "01a2d747c7dcab96653182e4e1e67a8f79727e78b19c164b955a9e3c17bafa92" }, { "id": "z-ai/glm-4.5", "displayName": "GLM 4.5", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-4.5/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 8, "elephant": 6, "zebra": 1 }, "entropyBits": 1.272906, "modalAnswer": "giraffe", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 6, "elephant": 2, "breeze": 1, "cinnamon": 1, "pineapple": 1, "pneumonia": 1, "ubiquitous": 1, "umbrella": 1, "xylophone": 1 }, "entropyBits": 2.739572, "modalAnswer": "serendipity", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 8, "слон": 3, "кошка": 1, "крокодил": 1, "тигр": 1, "хомяк": 1 }, "entropyBits": 1.989898, "modalAnswer": "жираф", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 6 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 7, "أسد": 6, "فيل": 1, "قط": 1 }, "entropyBits": 1.562807, "modalAnswer": "قطة", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "雨": 3, "树": 2, "梦": 2, "龙": 2, "书": 1, "山": 1, "林": 1, "水": 1, "花": 1, "风": 1 }, "entropyBits": 3.189898, "modalAnswer": "雨", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "大象": 12, "狮子": 2, "长颈鹿": 1 }, "entropyBits": 0.905587, "modalAnswer": "大象", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 6, "غ": 2, "ب": 1, "ت": 1, "ج": 1, "ر": 1, "ص": 1, "ك": 1, "م": 1 }, "entropyBits": 2.739572, "modalAnswer": "س", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 13, "蓝": 2 }, "entropyBits": 0.56651, "modalAnswer": "蓝色", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "z-ai/glm-4.6", "path": "/fingerprints/z-ai/glm-4.6/", "meanJsd": 0.367604 }, { "model": "z-ai/glm-4.7", "path": "/fingerprints/z-ai/glm-4.7/", "meanJsd": 0.39936 }, { "model": "openai/gpt-4o", "path": "/fingerprints/openai/gpt-4o/", "meanJsd": 0.444985 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.673324 }, "mostConcentrated": "color-random|zh", "mostDiverse": "letter-random|zh", "seoTitle": "GLM 4.5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "fd5865ad62afd37c3c8c72cd49350638c26750c216dcd28cc300ceeb1a82c36c" }, { "id": "z-ai/glm-4.5-air", "displayName": "GLM 4.5 Air", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-4.5-air/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 13, "giraffe": 2 }, "entropyBits": 0.56651, "modalAnswer": "elephant", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 5, "apple": 3, "butterfly": 2, "giraffe": 1, "orange": 1, "penguin": 1, "table": 1, "tree": 1 }, "entropyBits": 2.682589, "modalAnswer": "elephant", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 12, "жираф": 2, "кошка": 1 }, "entropyBits": 0.905587, "modalAnswer": "слон", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "نسر": 8, "أسد": 4, "فيل": 2, "قرد": 1 }, "entropyBits": 1.640224, "modalAnswer": "نسر", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 6, "云": 2, "春": 2, "明": 1, "林": 1, "水": 1, "雨": 1, "鹿": 1 }, "entropyBits": 2.606239, "modalAnswer": "山", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 7, "猫": 6, "狗": 1, "鹿": 1 }, "entropyBits": 1.562807, "modalAnswer": "狮子", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 4 }, { "id": "letter-random|ar", "n": 15, "counts": { "ر": 11, "ص": 2, "م": 1, "ن": 1 }, "entropyBits": 1.236641, "modalAnswer": "ر", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 8, "蓝色": 5, "红": 1, "红色": 1 }, "entropyBits": 1.532915, "modalAnswer": "蓝", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 4 } ], "nearestReferences": [ { "model": "z-ai/glm-4.5v", "path": "/fingerprints/z-ai/glm-4.5v/", "meanJsd": 0.501371 }, { "model": "mistralai/mistral-medium-3-5", "path": "/fingerprints/mistralai/mistral-medium-3-5/", "meanJsd": 0.501494 }, { "model": "inclusionai/ling-2.6-1t", "path": "/fingerprints/inclusionai/ling-2.6-1t/", "meanJsd": 0.502093 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 1 }, "mostConcentrated": "animal-random|en", "mostDiverse": "word-random|en", "seoTitle": "GLM 4.5 Air LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "77ac19a3442db6b9dddb495348c2f81c0274faee2b6e472d99bbd3d1a8b77a5c" }, { "id": "z-ai/glm-4.5v", "displayName": "GLM 4.5v", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-4.5v/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 15 }, "entropyBits": 0, "modalAnswer": "giraffe", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 9, "banana": 6 }, "entropyBits": 0.970951, "modalAnswer": "elephant", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 7, "кот": 4, "кошка": 4 }, "entropyBits": 1.530125, "modalAnswer": "слон", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 12, "فأر": 1, "فهد": 1, "فيل": 1 }, "entropyBits": 1.038921, "modalAnswer": "أسد", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "山": 9, "林": 5, "明": 1 }, "entropyBits": 1.23096, "modalAnswer": "山", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 3 }, { "id": "animal-random|zh", "n": 15, "counts": { "狮子": 7, "猫": 6, "猫头鹰": 2 }, "entropyBits": 1.429473, "modalAnswer": "狮子", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "ج": 10, "ب": 4, "q": 1 }, "entropyBits": 1.158939, "modalAnswer": "ج", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 10, "紫色": 5 }, "entropyBits": 0.918296, "modalAnswer": "蓝色", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "z-ai/glm-4.6v", "path": "/fingerprints/z-ai/glm-4.6v/", "meanJsd": 0.105696 }, { "model": "z-ai/glm-4.5-air", "path": "/fingerprints/z-ai/glm-4.5-air/", "meanJsd": 0.501371 }, { "model": "deepseek/deepseek-chat-v3-0324", "path": "/fingerprints/deepseek/deepseek-chat-v3-0324/", "meanJsd": 0.513112 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 0.34332 }, "mostConcentrated": "animal-random|en", "mostDiverse": "animal-random|ru", "seoTitle": "GLM 4.5v LLM Fingerprint: 8-Probe Data", "seoTitleLength": 38, "evidenceHash": "b05c97eb70cec800ec61c559e98d36392a108e72c628dd065ab351ef49f91722" }, { "id": "z-ai/glm-4.6", "displayName": "GLM 4.6", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-4.6/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 10, "giraffe": 4, "platypus": 1 }, "entropyBits": 1.158939, "modalAnswer": "elephant", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "word-random|en", "n": 15, "counts": { "serendipity": 2, "apple": 1, "autonomous": 1, "elephant": 1, "fjord": 1, "jazz": 1, "lampshade": 1, "penguin": 1, "sluice": 1, "spatula": 1, "supercalifragilisticexpialidocious": 1, "turnip": 1, "umbrella": 1, "velvet": 1 }, "entropyBits": 3.773557, "modalAnswer": "serendipity", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 12, "еж": 1, "зебра": 1, "лев": 1 }, "entropyBits": 1.038921, "modalAnswer": "жираф", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 4 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 8, "قطة": 7 }, "entropyBits": 0.996792, "modalAnswer": "أسد", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "龙": 10, "我": 1, "水": 1, "海": 1, "石": 1, "龟": 1 }, "entropyBits": 1.692272, "modalAnswer": "龙", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 6 }, { "id": "animal-random|zh", "n": 15, "counts": { "长颈鹿": 8, "狗": 3, "大象": 2, "熊猫": 1, "考拉": 1 }, "entropyBits": 1.856565, "modalAnswer": "长颈鹿", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 5 }, { "id": "letter-random|ar", "n": 15, "counts": { "س": 9, "ب": 2, "ج": 1, "ر": 1, "ص": 1, "ق": 1 }, "entropyBits": 1.871602, "modalAnswer": "س", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 6, "蓝": 2, "青色": 2, "blue": 1, "粉红": 1, "绿色": 1, "翠绿": 1, "靛蓝": 1 }, "entropyBits": 2.606239, "modalAnswer": "蓝色", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 8 } ], "nearestReferences": [ { "model": "z-ai/glm-4.5", "path": "/fingerprints/z-ai/glm-4.5/", "meanJsd": 0.367604 }, { "model": "z-ai/glm-4.7", "path": "/fingerprints/z-ai/glm-4.7/", "meanJsd": 0.402374 }, { "model": "z-ai/glm-5-turbo", "path": "/fingerprints/z-ai/glm-5-turbo/", "meanJsd": 0.455133 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.673324 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "word-random|en", "seoTitle": "GLM 4.6 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "f1cb6fdbbf42959a8534c469f92b31ec003b22ff304bd8fbeb0cae4c63547d20" }, { "id": "z-ai/glm-4.6v", "displayName": "GLM 4.6v", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-4.6v/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 15 }, "entropyBits": 0, "modalAnswer": "giraffe", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "word-random|en", "n": 15, "counts": { "elephant": 11, "banana": 2, "galaxy": 1, "nebula": 1 }, "entropyBits": 1.236641, "modalAnswer": "elephant", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 15, "counts": { "кот": 6, "слон": 6, "кошка": 3 }, "entropyBits": 1.521928, "modalAnswer": "кот", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 14, "counts": { "أسد": 10, "فأر": 2, "فهد": 1, "فيل": 1 }, "entropyBits": 1.291692, "modalAnswer": "أسد", "modalCount": 10, "modalShare": 0.714286, "uniqueAnswers": 4 }, { "id": "letter-random|zh", "n": 15, "counts": { "林": 10, "明": 3, "山": 1, "梦": 1 }, "entropyBits": 1.375279, "modalAnswer": "林", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 4 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 8, "狮子": 7 }, "entropyBits": 0.996792, "modalAnswer": "猫", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 2 }, { "id": "letter-random|ar", "n": 15, "counts": { "q": 5, "ب": 4, "د": 3, "ج": 2, "س": 1 }, "entropyBits": 2.149255, "modalAnswer": "q", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 9, "紫色": 6 }, "entropyBits": 0.970951, "modalAnswer": "蓝色", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "z-ai/glm-4.5v", "path": "/fingerprints/z-ai/glm-4.5v/", "meanJsd": 0.105696 }, { "model": "z-ai/glm-4.5-air", "path": "/fingerprints/z-ai/glm-4.5-air/", "meanJsd": 0.535587 }, { "model": "qwen/qwen3.5-35b-a3b", "path": "/fingerprints/qwen/qwen3.5-35b-a3b/", "meanJsd": 0.540573 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 0.34332 }, "mostConcentrated": "animal-random|en", "mostDiverse": "letter-random|ar", "seoTitle": "GLM 4.6v LLM Fingerprint: 8-Probe Data", "seoTitleLength": 38, "evidenceHash": "f5fe3e64cbb289fb556780a9ae15257f10f592e7a605109ebeb61eb9aeedaa55" }, { "id": "z-ai/glm-4.7", "displayName": "GLM 4.7", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-4.7/", "totalSamples": 119, "minCellSamples": 14, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "elephant": 8, "giraffe": 2, "dog": 1, "echidna": 1, "lemur": 1, "platypus": 1, "zebra": 1 }, "entropyBits": 2.173557, "modalAnswer": "elephant", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 7 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 3, "giraffe": 2, "pineapple": 2, "serendipity": 2, "algebra": 1, "banana": 1, "blue": 1, "ephemeral": 1, "galaxy": 1, "heliograph": 1 }, "entropyBits": 3.189898, "modalAnswer": "apple", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 10 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 12, "жираф": 2, "собака": 1 }, "entropyBits": 0.905587, "modalAnswer": "слон", "modalCount": 12, "modalShare": 0.8, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "أسد": 14, "قطة": 1 }, "entropyBits": 0.353359, "modalAnswer": "أسد", "modalCount": 14, "modalShare": 0.933333, "uniqueAnswers": 2 }, { "id": "letter-random|zh", "n": 15, "counts": { "龙": 10, "风": 2, "我": 1, "梦": 1, "随机": 1 }, "entropyBits": 1.558939, "modalAnswer": "龙", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 14, "counts": { "大象": 4, "熊猫": 4, "长颈鹿": 2, "河马": 1, "猫": 1, "老虎": 1, "考拉": 1 }, "entropyBits": 2.521641, "modalAnswer": "大象", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 7 }, { "id": "letter-random|ar", "n": 15, "counts": { "غ": 5, "س": 3, "ض": 2, "ب": 1, "ج": 1, "ط": 1, "ق": 1, "ي": 1 }, "entropyBits": 2.682589, "modalAnswer": "غ", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 11, "橙色": 1, "绿": 1, "绿色": 1, "靛蓝": 1 }, "entropyBits": 1.369974, "modalAnswer": "蓝色", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "z-ai/glm-4.5", "path": "/fingerprints/z-ai/glm-4.5/", "meanJsd": 0.39936 }, { "model": "z-ai/glm-4.6", "path": "/fingerprints/z-ai/glm-4.6/", "meanJsd": 0.402374 }, { "model": "amazon/nova-premier-v1", "path": "/fingerprints/amazon/nova-premier-v1/", "meanJsd": 0.518513 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.69183 }, "mostConcentrated": "animal-random|ar", "mostDiverse": "word-random|en", "seoTitle": "GLM 4.7 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "a0455cbdd68b942363ea5d81a94a3adca5fec52fae3e4fd5e4a50fb8d2c71211" }, { "id": "z-ai/glm-4.7-flash", "displayName": "GLM 4.7 Flash", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-4.7-flash/", "totalSamples": 118, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "duck": 2, "giraffe": 2, "lion": 2, "penguin": 2, "dolphin": 1, "koala": 1, "ocelot": 1, "panda": 1, "rhino": 1, "tiger": 1, "wombat": 1 }, "entropyBits": 3.373557, "modalAnswer": "duck", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 11 }, { "id": "word-random|en", "n": 15, "counts": { "banana": 8, "random": 2, "elephant": 1, "orange": 1, "pizza": 1, "scribble": 1, "tent": 1 }, "entropyBits": 2.173557, "modalAnswer": "banana", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 7, "жираф": 2, "лев": 2, "зебра": 1, "крокодил": 1, "лисица": 1, "медведь": 1 }, "entropyBits": 2.330125, "modalAnswer": "слон", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 7 }, { "id": "animal-random|ar", "n": 15, "counts": { "زرافة": 3, "كلب": 3, "فيل": 2, "قطة": 2, "أسد": 1, "الغزال": 1, "بقرة": 1, "فقاعة": 1, "قرد": 1 }, "entropyBits": 3.006239, "modalAnswer": "زرافة", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 9 }, { "id": "letter-random|zh", "n": 15, "counts": { "随": 2, "任": 1, "佐": 1, "免": 1, "咄": 1, "嗷": 1, "坛": 1, "愿": 1, "暑": 1, "暗": 1, "木": 1, "猜": 1, "雨": 1, "鼠": 1 }, "entropyBits": 3.773557, "modalAnswer": "随", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 2, "兔": 1, "兔子": 1, "大象": 1, "斑马": 1, "熊猫": 1, "狮子": 1, "猩猩": 1, "猪": 1, "猴子": 1, "老虎": 1, "长颈鹿": 1, "鸭子": 1, "鹰": 1 }, "entropyBits": 3.773557, "modalAnswer": "猫", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "letter-random|ar", "n": 13, "counts": { "أ": 5, "ج": 2, "c": 1, "x": 1, "ا": 1, "ب": 1, "س": 1, "ع": 1 }, "entropyBits": 2.653544, "modalAnswer": "أ", "modalCount": 5, "modalShare": 0.384615, "uniqueAnswers": 8 }, { "id": "color-random|zh", "n": 15, "counts": { "紫色": 4, "蓝色": 3, "蓝": 2, "青色": 2, "紫罗兰": 1, "红色": 1, "透明": 1, "黄色": 1 }, "entropyBits": 2.789898, "modalAnswer": "紫色", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 8 } ], "nearestReferences": [ { "model": "qwen/qwen3.6-35b-a3b", "path": "/fingerprints/qwen/qwen3.6-35b-a3b/", "meanJsd": 0.548826 }, { "model": "openai/gpt-3.5-turbo", "path": "/fingerprints/openai/gpt-3.5-turbo/", "meanJsd": 0.58482 }, { "model": "qwen/qwen3.5-35b-a3b", "path": "/fingerprints/qwen/qwen3.5-35b-a3b/", "meanJsd": 0.60272 } ], "strongestDifference": { "id": "letter-random|zh", "jsd": 0.933333 }, "mostConcentrated": "word-random|en", "mostDiverse": "animal-random|zh", "seoTitle": "GLM 4.7 Flash LLM Fingerprint: 8-Probe Data", "seoTitleLength": 43, "evidenceHash": "389867efa9dd77063d126fc9b31796074131baccd6b32d188093cbf2b0cdd47f" }, { "id": "z-ai/glm-5", "displayName": "GLM 5", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-5/", "totalSamples": 111, "minCellSamples": 12, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "platypus": 8, "elephant": 2, "capybara": 1, "hippo": 1, "pangolin": 1, "sloth": 1, "tiger": 1 }, "entropyBits": 2.173557, "modalAnswer": "platypus", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 7 }, { "id": "word-random|en", "n": 15, "counts": { "apple": 11, "cloud": 2, "banana": 1, "velvet": 1 }, "entropyBits": 1.236641, "modalAnswer": "apple", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 4 }, { "id": "animal-random|ru", "n": 14, "counts": { "капибара": 12, "кошка": 1, "тапир": 1 }, "entropyBits": 0.73453, "modalAnswer": "капибара", "modalCount": 12, "modalShare": 0.857143, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 12, "counts": { "أسد": 10, "زرافة": 1, "قطة": 1 }, "entropyBits": 0.816689, "modalAnswer": "أسد", "modalCount": 10, "modalShare": 0.833333, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 12, "counts": { "岚": 2, "曜": 1, "树": 1, "游": 1, "篮": 1, "轰": 1, "酥": 1, "锰": 1, "雷": 1, "风": 1, "鹄": 1 }, "entropyBits": 3.418296, "modalAnswer": "岚", "modalCount": 2, "modalShare": 0.166667, "uniqueAnswers": 11 }, { "id": "animal-random|zh", "n": 14, "counts": { "熊猫": 4, "长颈鹿": 3, "水豚": 2, "树懒": 1, "猫": 1, "老虎": 1, "袋鼠": 1, "鸭嘴兽": 1 }, "entropyBits": 2.753434, "modalAnswer": "熊猫", "modalCount": 4, "modalShare": 0.285714, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 14, "counts": { "ض": 8, "س": 2, "ب": 1, "ت": 1, "ك": 1, "م": 1 }, "entropyBits": 1.950212, "modalAnswer": "ض", "modalCount": 8, "modalShare": 0.571429, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "紫": 3, "紫色": 3, "蓝色": 3, "青": 3, "青色": 2, "靛青": 1 }, "entropyBits": 2.505587, "modalAnswer": "紫", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 6 } ], "nearestReferences": [ { "model": "z-ai/glm-5.1", "path": "/fingerprints/z-ai/glm-5.1/", "meanJsd": 0.389184 }, { "model": "z-ai/glm-5.2", "path": "/fingerprints/z-ai/glm-5.2/", "meanJsd": 0.468073 }, { "model": "z-ai/glm-4.7", "path": "/fingerprints/z-ai/glm-4.7/", "meanJsd": 0.587104 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.738516 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "letter-random|zh", "seoTitle": "GLM 5 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 35, "evidenceHash": "1ab4fff685e96df504142f8c4f44529b6e37f3c54d30905749e3f5786d7c19d9" }, { "id": "z-ai/glm-5-turbo", "displayName": "GLM 5 Turbo", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-5-turbo/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 11, "elephant": 4 }, "entropyBits": 0.836641, "modalAnswer": "giraffe", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "kite": 2, "apple": 1, "elephant": 1, "flamingo": 1, "kaleidoscope": 1, "kangaroo": 1, "serendipity": 1, "spectacular": 1, "squid": 1, "sycamore": 1, "synthesis": 1, "s凯奇": 1, "trampoline": 1, "umbrella": 1 }, "entropyBits": 3.773557, "modalAnswer": "kite", "modalCount": 2, "modalShare": 0.133333, "uniqueAnswers": 14 }, { "id": "animal-random|ru", "n": 15, "counts": { "жираф": 4, "слон": 3, "кабан": 2, "енот": 1, "ж卡拉": 1, "коала": 1, "крот": 1, "лев": 1, "тапир": 1 }, "entropyBits": 2.923231, "modalAnswer": "жираф", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 11, "أسد": 3, "ق兰": 1 }, "entropyBits": 1.052982, "modalAnswer": "قطة", "modalCount": 11, "modalShare": 0.733333, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "龙": 4, "梦": 3, "树": 1, "森": 1, "漠": 1, "猫": 1, "瑞": 1, "锂": 1, "鹏": 1, "龟": 1 }, "entropyBits": 3.056565, "modalAnswer": "龙", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 10 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 3, "老虎": 3, "大象": 2, "狗": 2, "考拉": 2, "猎豹": 1, "豹": 1, "长颈鹿": 1 }, "entropyBits": 2.872906, "modalAnswer": "猫", "modalCount": 3, "modalShare": 0.2, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 7, "ب": 2, "ر": 2, "ق": 2, "ج": 1, "ي": 1 }, "entropyBits": 2.196792, "modalAnswer": "م", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 6 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝": 9, "红": 2, "蓝色": 2, "绿": 1, "蓝佩克特拉绿": 1 }, "entropyBits": 1.738269, "modalAnswer": "蓝", "modalCount": 9, "modalShare": 0.6, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "z-ai/glm-4.5", "path": "/fingerprints/z-ai/glm-4.5/", "meanJsd": 0.453401 }, { "model": "z-ai/glm-4.6", "path": "/fingerprints/z-ai/glm-4.6/", "meanJsd": 0.455133 }, { "model": "xiaomi/mimo-v2.5-pro", "path": "/fingerprints/xiaomi/mimo-v2.5-pro/", "meanJsd": 0.533681 } ], "strongestDifference": { "id": "word-random|en", "jsd": 0.703447 }, "mostConcentrated": "animal-random|en", "mostDiverse": "word-random|en", "seoTitle": "GLM 5 Turbo LLM Fingerprint: 8-Probe Data", "seoTitleLength": 41, "evidenceHash": "b618b93346c1ab2b2e6bf11512d9eba6a425ed349b7c41fa8bd3766ab87ee5f7" }, { "id": "z-ai/glm-5.1", "displayName": "GLM 5.1", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-5.1/", "totalSamples": 110, "minCellSamples": 12, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 13, "counts": { "platypus": 10, "elephant": 1, "hippopotamus": 1, "sloth": 1 }, "entropyBits": 1.14511, "modalAnswer": "platypus", "modalCount": 10, "modalShare": 0.769231, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 14, "counts": { "cloud": 3, "sunflower": 3, "banana": 2, "bicycle": 1, "butterfly": 1, "heliotrope": 1, "pineapple": 1, "spoon": 1, "sycamore": 1 }, "entropyBits": 2.985228, "modalAnswer": "cloud", "modalCount": 3, "modalShare": 0.214286, "uniqueAnswers": 9 }, { "id": "animal-random|ru", "n": 14, "counts": { "капибара": 14 }, "entropyBits": 0, "modalAnswer": "капибара", "modalCount": 14, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 10, "أسد": 4, "زرافة": 1 }, "entropyBits": 1.158939, "modalAnswer": "قطة", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 12, "counts": { "风": 4, "岚": 3, "梦": 3, "枫": 1, "飒": 1 }, "entropyBits": 2.125815, "modalAnswer": "风", "modalCount": 4, "modalShare": 0.333333, "uniqueAnswers": 5 }, { "id": "animal-random|zh", "n": 13, "counts": { "猫": 5, "斑马": 2, "大象": 1, "树懒": 1, "海豚": 1, "考拉": 1, "袋鼠": 1, "长颈鹿": 1 }, "entropyBits": 2.653544, "modalAnswer": "猫", "modalCount": 5, "modalShare": 0.384615, "uniqueAnswers": 8 }, { "id": "letter-random|ar", "n": 14, "counts": { "ض": 12, "س": 1, "ك": 1 }, "entropyBits": 0.73453, "modalAnswer": "ض", "modalCount": 12, "modalShare": 0.857143, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "青": 5, "蓝": 4, "紫": 3, "绿": 2, "蓝色": 1 }, "entropyBits": 2.149255, "modalAnswer": "青", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "z-ai/glm-5.2", "path": "/fingerprints/z-ai/glm-5.2/", "meanJsd": 0.384548 }, { "model": "z-ai/glm-5", "path": "/fingerprints/z-ai/glm-5/", "meanJsd": 0.389184 }, { "model": "qwen/qwen3.5-plus-02-15", "path": "/fingerprints/qwen/qwen3.5-plus-02-15/", "meanJsd": 0.621435 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 0.701516 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "word-random|en", "seoTitle": "GLM 5.1 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "9feca5064facd07abd048c7e737c55e46176f335c68dcc4945cd2c03b6504efa" }, { "id": "z-ai/glm-5.2", "displayName": "GLM 5.2", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-5.2/", "totalSamples": 113, "minCellSamples": 13, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 14, "counts": { "platypus": 11, "elephant": 1, "giraffe": 1, "panther": 1 }, "entropyBits": 1.08923, "modalAnswer": "platypus", "modalCount": 11, "modalShare": 0.785714, "uniqueAnswers": 4 }, { "id": "word-random|en", "n": 14, "counts": { "banana": 8, "apple": 2, "bicycle": 1, "cloud": 1, "giraffe": 1, "penguin": 1 }, "entropyBits": 1.950212, "modalAnswer": "banana", "modalCount": 8, "modalShare": 0.571429, "uniqueAnswers": 6 }, { "id": "animal-random|ru", "n": 15, "counts": { "капибара": 15 }, "entropyBits": 0, "modalAnswer": "капибара", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|ar", "n": 13, "counts": { "زرافة": 7, "قطة": 5, "جمل": 1 }, "entropyBits": 1.295738, "modalAnswer": "زرافة", "modalCount": 7, "modalShare": 0.538462, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 14, "counts": { "岚": 2, "猫": 2, "风": 2, "云": 1, "曜": 1, "梦": 1, "橘": 1, "蜚": 1, "键": 1, "飘": 1, "龘": 1 }, "entropyBits": 3.378783, "modalAnswer": "岚", "modalCount": 2, "modalShare": 0.142857, "uniqueAnswers": 11 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 5, "熊猫": 3, "企鹅": 2, "狐狸": 2, "长颈鹿": 2, "斑马": 1 }, "entropyBits": 2.415922, "modalAnswer": "猫", "modalCount": 5, "modalShare": 0.333333, "uniqueAnswers": 6 }, { "id": "letter-random|ar", "n": 15, "counts": { "ق": 4, "ك": 4, "ب": 1, "ج": 1, "ر": 1, "ز": 1, "ص": 1, "ض": 1, "م": 1 }, "entropyBits": 2.840224, "modalAnswer": "ق", "modalCount": 4, "modalShare": 0.266667, "uniqueAnswers": 9 }, { "id": "color-random|zh", "n": 13, "counts": { "蓝": 6, "青色": 4, "紫": 1, "紫罗兰色": 1, "青": 1 }, "entropyBits": 1.891995, "modalAnswer": "蓝", "modalCount": 6, "modalShare": 0.461538, "uniqueAnswers": 5 } ], "nearestReferences": [ { "model": "z-ai/glm-5.1", "path": "/fingerprints/z-ai/glm-5.1/", "meanJsd": 0.384548 }, { "model": "z-ai/glm-5", "path": "/fingerprints/z-ai/glm-5/", "meanJsd": 0.468073 }, { "model": "qwen/qwen3.7-max", "path": "/fingerprints/qwen/qwen3.7-max/", "meanJsd": 0.622742 } ], "strongestDifference": { "id": "letter-random|ar", "jsd": 0.701516 }, "mostConcentrated": "animal-random|ru", "mostDiverse": "letter-random|zh", "seoTitle": "GLM 5.2 LLM Fingerprint: 8-Probe Data", "seoTitleLength": 37, "evidenceHash": "99306a52c5dc2e715698aa3e44f8a6bd40333a3b00fc6bc242549401515c79a9" }, { "id": "z-ai/glm-5v-turbo", "displayName": "GLM 5v Turbo", "namespace": "z-ai", "path": "/fingerprints/z-ai/glm-5v-turbo/", "totalSamples": 120, "minCellSamples": 15, "maxCellSamples": 15, "cells": [ { "id": "animal-random|en", "n": 15, "counts": { "giraffe": 13, "aardvark": 2 }, "entropyBits": 0.56651, "modalAnswer": "giraffe", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 }, { "id": "word-random|en", "n": 15, "counts": { "spatula": 6, "flabbergasted": 3, "gazebo": 2, "flabbergast": 1, "flibbertigibbet": 1, "giraffe": 1, "spoon": 1 }, "entropyBits": 2.42258, "modalAnswer": "spatula", "modalCount": 6, "modalShare": 0.4, "uniqueAnswers": 7 }, { "id": "animal-random|ru", "n": 15, "counts": { "слон": 7, "кот": 5, "собака": 3 }, "entropyBits": 1.505823, "modalAnswer": "слон", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "animal-random|ar", "n": 15, "counts": { "قطة": 10, "قط": 3, "فيل": 2 }, "entropyBits": 1.241946, "modalAnswer": "قطة", "modalCount": 10, "modalShare": 0.666667, "uniqueAnswers": 3 }, { "id": "letter-random|zh", "n": 15, "counts": { "龙": 15 }, "entropyBits": 0, "modalAnswer": "龙", "modalCount": 15, "modalShare": 1, "uniqueAnswers": 1 }, { "id": "animal-random|zh", "n": 15, "counts": { "猫": 7, "大象": 6, "狗": 2 }, "entropyBits": 1.429473, "modalAnswer": "猫", "modalCount": 7, "modalShare": 0.466667, "uniqueAnswers": 3 }, { "id": "letter-random|ar", "n": 15, "counts": { "م": 8, "أ": 6, "س": 1 }, "entropyBits": 1.272906, "modalAnswer": "م", "modalCount": 8, "modalShare": 0.533333, "uniqueAnswers": 3 }, { "id": "color-random|zh", "n": 15, "counts": { "蓝色": 13, "红色": 2 }, "entropyBits": 0.56651, "modalAnswer": "蓝色", "modalCount": 13, "modalShare": 0.866667, "uniqueAnswers": 2 } ], "nearestReferences": [ { "model": "z-ai/glm-4.5", "path": "/fingerprints/z-ai/glm-4.5/", "meanJsd": 0.534809 }, { "model": "z-ai/glm-5-turbo", "path": "/fingerprints/z-ai/glm-5-turbo/", "meanJsd": 0.539508 }, { "model": "qwen/qwen3.6-27b", "path": "/fingerprints/qwen/qwen3.6-27b/", "meanJsd": 0.545044 } ], "strongestDifference": { "id": "word-random|en", "jsd": 1 }, "mostConcentrated": "letter-random|zh", "mostDiverse": "word-random|en", "seoTitle": "GLM 5v Turbo LLM Fingerprint: 8-Probe Data", "seoTitleLength": 42, "evidenceHash": "cecada7596d041fe15dca61b37ec573c5157f9b89abd20837c5592838f7db9f4" } ] }