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    MMMLU

    🏆 Leaderboard

    As of August 20, 2026, Claude Mythos Preview is #1 for MMMLU at 92.7%. Ranked by the MMMLU score 38 models in this index have a published MMMLU score. MMMLU leaderboard with live API prices. Multilingual MMLU — MMLU translated into 14+ languages to test cross-lingual knowledge.

    Updated August 20, 2026282 models33 providers
    Claude Mythos Preview
    Anthropic · Proprietary
    		92.7%$60.00
    Gemini 3.1 Pro
    Google · Proprietary
    		92.6%$17.50
    Gemini 3 Pro
    Google · Proprietary
    		91.8%$14.00
    Gemini 3 Flash
    Google · Proprietary
    		91.8%$3.50
    Claude Opus 4.7
    Anthropic · Proprietary
    		91.5%$30.00
    Claude Opus 4.6
    Anthropic · Proprietary
    		91.1%$30.00
    Claude Opus 4.5
    Anthropic · Proprietary
    		90.8%$30.00
    Qwen3.7 Max
    Qwen · Proprietary
    		90.3%$5.00
    GPT-5.2
    OpenAI · Proprietary
    		89.6%$15.75
    Qwen3.6 Plus
    Qwen · Proprietary
    		89.5%$3.50
    Claude Opus 4.1
    Anthropic · Proprietary
    		89.5%$90.00
    Claude Sonnet 4.6
    Anthropic · Proprietary
    		89.3%$18.00
    Gemini 2.5 Pro
    Google · Proprietary
    		89.2%$11.25
    Claude Sonnet 4.5
    Anthropic · Proprietary
    		89.1%$18.00
    Qwen3.7-Plus
    Qwen · Proprietary
    		89%$1.60
    Gemini 3.1 Flash-Lite
    Google · Proprietary
    		88.9%$1.75
    Claude Opus 4
    Anthropic · Proprietary
    		88.8%$90.00
    Qwen3.5-397B-A17BOSS
    Qwen · Open Source
    		88.5%$4.20
    Gemma 4 31BOSS
    Google · Open Source
    		88.4%$0.54
    o1
    OpenAI · Proprietary
    		87.7%$75.00
    GPT-4.1
    OpenAI · Proprietary
    		87.3%$10.00
    Qwen3.5-122B-A10BOSS
    Qwen · Open Source
    		86.7%$3.60
    Qwen3 235B A22BOSS
    Qwen · Open Source
    		86.7%$0.20
    Claude Sonnet 4
    Anthropic · Proprietary
    		86.5%$18.00
    Gemma 4 26B-A4BOSS
    Google · Open Source
    		86.3%$0.53
    Claude 3.7 Sonnet
    Anthropic · Proprietary
    		86.1%$18.00
    Qwen3.5-27BOSS
    Qwen · Open Source
    		85.9%$2.70
    K-EXAONE-236B-A23B
    LG AI Research · Proprietary
    		85.7%$1.60
    Mistral Large 3 (675B Instruct 2512)OSS
    Mistral · Open Source · via Mistral AI
    		85.5%$2.00
    Qwen3.5-35B-A3BOSS
    Qwen · Open Source
    		85.2%$2.25
    GPT OSS 120B HighOSS
    OpenAI · Open Source
    		83.8%$0.60
    Claude Haiku 4.5
    Anthropic · Proprietary
    		83%$6.00
    GPT-4o
    OpenAI · Proprietary
    		81.4%$12.50
    Qwen3.5-9BOSS
    Qwen · Open Source · via OpenRouter
    		81.2%$0.25
    GPT-4.1 mini
    OpenAI · Proprietary
    		78.5%$2.00
    Mistral Large 3OSS
    Mistral · Open Source · via Mistral AI
    		74.2%$7.00
    GPT-4.1 nano
    OpenAI · Proprietary
    		66.9%$0.50
    Phi-3.5-mini-instructOSS
    Microsoft · Open Source
    		55.4%$0.20
    ChatGPT-4o Latest
    OpenAI · Proprietary
    		—$12.50
    Claude 3 Haiku
    Anthropic · Proprietary
    		—$1.50
    Claude 3 Opus
    Anthropic · Proprietary
    		—$90.00
    Claude 3 Sonnet
    Anthropic · Proprietary
    		—$18.00
    Claude 3.5 Haiku
    Anthropic · Proprietary
    		—$4.80
    Claude 3.5 Sonnet
    Anthropic · Proprietary
    		—$18.00
    Claude 3.5 Sonnet
    Anthropic · Proprietary
    		—$18.00
    Claude Fable 5
    Anthropic · Proprietary
    		—$60.00
    Claude Mythos 5
    Anthropic · Proprietary
    		—$60.00
    Claude Opus 4.8
    Anthropic · Proprietary
    		—$30.00
    Claude Opus 5
    Anthropic · Proprietary
    		—$30.00
    Claude Sonnet 5
    Anthropic · Proprietary
    		—$12.00
    Showing 1–50 of 282 models

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    The index

    All Large Language Models

    282 models across 33 providers. Search or jump to a lab — every model page stays linked here.

    OpenAI51Anthropic22Google25Cursor2xAI15DeepSeek16MiniMax6Qwen38AI21 Labs2Amazon5Baidu1ByteDance2Cohere3IBM1Inception1inclusionAI1LG AI Research1Meituan4Meta12Microsoft5Mistral23Moonshot AI9Nous Research1NVIDIA5Poolside2Sakana AI1StepFun1Tencent1Thinking Machines1Unisound1Upstage1Xiaomi3Z AI20

    Baidu

    1 models
    ERNIE 4.5

    Inception

    1 models
    Mercury 2

    inclusionAI

    1 models
    Ling-3.0-flash

    LG AI Research

    1 models
    K-EXAONE-236B-A23B

    Nous Research

    1 models
    Hermes 3 70B

    Sakana AI

    1 models
    Sakana Namazu

    StepFun

    1 models
    Step-3.5-Flash

    Tencent

    1 models
    Hy3

    Thinking Machines

    1 models
    Inkling-Small

    Unisound

    1 models
    U2

    Upstage

    1 models
    Solar Pro 4

    Which model leads MMMLU right now?

    As of August 20, 2026, Claude Mythos Preview by Anthropic is #1 for MMMLU at 92.7%. Ranked by the MMMLU score This board also tracks MMMLU. Next on the same board: Gemini 3.1 Pro and Gemini 3 Flash. This mmmlu leaderboard ranks models by MMMLU. Scores come from public evals. Prices are the live API rates in the table above.

    Sources: OpenAI API pricing (https://developers.openai.com/api/docs/pricing); Anthropic Claude API pricing (https://platform.claude.com/docs/en/about-claude/pricing); Gemini API pricing (https://ai.google.dev/gemini-api/docs/pricing)

    Top 8 for mmmlu. Ranked by the MMMLU score Input and output are dollars per million tokens.
    RankModelMMMLUInput /MOutput /M
    1Claude Mythos Preview92.7%$10.00$50.00
    2Gemini 3.1 Pro92.6%$2.50$15.00
    3Gemini 3 Flash91.8%$0.50$3.00
    4Gemini 3 Pro91.8%$2.00$12.00
    5Claude Opus 4.791.5%$5.00$25.00
    6Claude Opus 4.691.1%$5.00$25.00
    7Claude Opus 4.590.8%$5.00$25.00
    8Qwen3.7 Max90.3%$1.25$3.75

    Related LLM leaderboards

    LLM LeaderboardCodingMathAgenticReasoningWritingScienceFinanceLong ContextVisionOpen Source

    Individual benchmark pages

    Rank one eval at a time. All LLM benchmarks.

    HLESWE BenchHumanity's Last Exam (No Tools)Humanity's Last Exam (With Tools)Terminal-Bench 2.0Terminal-BenchTerminal-Bench 2.1Terminal-Bench 2Terminal-Bench 3.0ARC-AGI-1 Verified

    MMMLU FAQ

    Who ranks #1 on the MMMLU leaderboard?

    As of August 20, 2026, Claude Mythos Preview by Anthropic ranks #1 on MMMLU at 92.7%. API pricing is $10.00/M input and $50.00/M output.

    What are the top models on MMMLU?

    The current MMMLU ranking as of August 20, 2026 is 1. Claude Mythos Preview at 92.7%; 2. Gemini 3.1 Pro at 92.6%; 3. Gemini 3 Flash at 91.8%.

    Which mmmlu model is the cheapest?

    Qwen3 235B A22B is the cheapest scored model on this mmmlu leaderboard at $0.10/M input and $0.10/M output ($0.20 blended). Claude Mythos Preview still leads MMMLU at 92.7%.

    Should I always pick the #1 MMMLU model?

    Not automatically. Claude Mythos Preview leads MMMLU, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh MMMLU against input/output price, context window, and related evals.

    How often is the MMMLU leaderboard updated?

    Scores and API prices on this page are refreshed from published evals and provider rates. The snapshot is labeled August 20, 2026. Treat it as a current index, not a one-off blog post.

    What is MMMLU?

    Multilingual MMLU — MMLU translated into 14+ languages to test cross-lingual knowledge. This page ranks models that have published a MMMLU score, with live API token prices on the same row.

    Where is the MMMLU leaderboard?

    This page is the MMMLU leaderboard. Models are sorted by MMMLU, with input and output token prices on the same row so you can weigh score against cost. Official boards often omit price; that comparison is the point of this index.

    How is this MMMLU ranking different from the official board?

    Official eval pages own the methodology. This page keeps the published MMMLU score next to live API $/M so you can pick a production SKU, not only a trophy number.