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    MMMU

    🏆 Leaderboard

    As of August 20, 2026, Claude Opus 5 is #1 for MMMU at 89.9%. Ranked by MMMU: college-level questions on diagrams, charts, and images. 98 models in this index have a published MMMU score. Methodology: MMMU (https://mmmu-benchmark.github.io/). MMMU leaderboard with live API prices. Massive Multi-discipline Multimodal Understanding — evaluates multimodal reasoning across art, science, engineering, and more. Official methodology: MMMU (https://mmmu-benchmark.github.io/).

    Updated August 20, 2026282 models33 providers
    Claude Opus 5
    Anthropic · Proprietary
    		89.9%$30.00
    Claude Fable 5
    Anthropic · Proprietary
    		89.3%$60.00
    Gemini 3.7 Flash
    Google · Proprietary
    		89.0%$4.50
    GPT-5.6 Sol
    OpenAI · Proprietary
    		88.8%$35.00
    Gemini 3.6 Flash
    Google · Proprietary
    		88.4%$4.50
    GPT-5.5
    OpenAI · Proprietary
    		88.3%$35.00
    Gemini 3.5 Flash
    Google · Proprietary
    		88.3%$10.50
    Gemini 3.1 Pro
    Google · Proprietary
    		88.2%$17.50
    Kimi K3OSS
    Moonshot AI · Open Source
    		88.2%$18.00
    Qwen3.8 MaxOSS
    Qwen · Open Source
    		88.0%$8.00
    Gemini 3 Flash
    Google · Proprietary
    		87.6%$3.50
    GPT-5.4
    OpenAI · Proprietary
    		87.5%$17.50
    GPT-5.2
    OpenAI · Proprietary
    		86.7%$15.75
    Muse Spark 1.1
    Meta · Proprietary
    		86.6%$5.50
    Claude Opus 4.8
    Anthropic · Proprietary
    		86.6%$30.00
    GPT-5.6 Terra
    OpenAI · Proprietary
    		86.5%$14.00
    Kimi K2.6OSS
    Moonshot AI · Open Source
    		86.3%$4.93
    Muse Spark 1.2
    Meta · Proprietary
    		86.1%$5.50
    Qwen3.6 Plus
    Qwen · Proprietary
    		86%$3.50
    Claude Opus 4.7
    Anthropic · Proprietary
    		85.5%$30.00
    GPT-5.1 Thinking
    OpenAI · Proprietary
    		85.4%$11.25
    GPT-5.1 Instant
    OpenAI · Proprietary
    		85.4%$11.25
    GPT-5.1 Codex Mini
    OpenAI · Proprietary
    		85.4%$2.25
    GPT-5.1
    OpenAI · Proprietary
    		85.4%$11.25
    GPT-5.6 Luna
    OpenAI · Proprietary
    		85.0%$1.40
    Qwen3.5-397B-A17BOSS
    Qwen · Open Source
    		85%$4.20
    GPT-5
    OpenAI · Proprietary
    		84.2%$11.25
    Qwen3.5-122B-A10BOSS
    Qwen · Open Source
    		83.9%$3.60
    Gemini 3.5 Flash-Lite
    Google · Proprietary
    		83.6%$2.80
    Grok 4.3
    xAI · Proprietary
    		83.1%$3.75
    Claude Sonnet 5
    Anthropic · Proprietary
    		83.0%$12.00
    Qwen3.6-27BOSS
    Qwen · Open Source
    		82.9%$4.20
    o3
    OpenAI · Proprietary
    		82.9%$10.00
    Gemini 3.1 Flash-Lite
    Google · Proprietary
    		82.5%$1.75
    Qwen3.5-27BOSS
    Qwen · Open Source
    		82.3%$2.70
    Gemini 2.5 Pro Preview 06-05
    Google · Proprietary
    		82%$11.25
    Qwen3.6-35B-A3BOSS
    Qwen · Open Source · via OpenRouter
    		81.7%$1.14
    o4-mini
    OpenAI · Proprietary
    		81.6%$5.50
    GPT-5 mini
    OpenAI · Proprietary
    		81.6%$2.25
    Qwen3.5-35B-A3BOSS
    Qwen · Open Source
    		81.4%$2.25
    MiniMax M3OSS
    MiniMax · Open Source
    		81.2%$1.50
    Gemini 3 Pro
    Google · Proprietary
    		81%$14.00
    Claude Opus 4.5
    Anthropic · Proprietary
    		80.7%$30.00
    Claude Haiku 4.5
    Anthropic · Proprietary
    		80.7%$6.00
    MiMo-V2.5OSS
    Xiaomi · Open Source
    		80%$0.50
    Gemini 2.5 Flash
    Google · Proprietary
    		79.7%$2.80
    Gemini 2.5 Pro
    Google · Proprietary
    		79.6%$11.25
    GPT-5.4 mini
    OpenAI · Proprietary
    		79.3%$5.25
    Grok-3
    xAI · Proprietary
    		78%$18.00
    o1
    OpenAI · Proprietary
    		77.6%$75.00
    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 MMMU right now?

    As of August 20, 2026, Claude Opus 5 by Anthropic is #1 for MMMU at 89.9%. Ranked by MMMU: college-level questions on diagrams, charts, and images. This board also tracks MMMU. Next on the same board: Claude Fable 5 and Gemini 3.7 Flash. This mmmu leaderboard ranks models by MMMU. Scores come from public evals. Prices are the live API rates in the table above.

    Sources: MMMU (https://mmmu-benchmark.github.io/); 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 mmmu. Ranked by MMMU: college-level questions on diagrams, charts, and images. Input and output are dollars per million tokens.
    RankModelMMMUInput /MOutput /M
    1Claude Opus 589.9%$5.00$25.00
    2Claude Fable 589.3%$10.00$50.00
    3Gemini 3.7 Flash89.0%$0.75$3.75
    4GPT-5.6 Sol88.8%$5.00$30.00
    5Gemini 3.6 Flash88.4%$0.75$3.75
    6Gemini 3.5 Flash88.3%$1.50$9.00
    7GPT-5.588.3%$5.00$30.00
    8Gemini 3.1 Pro88.2%$2.50$15.00

    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

    MMMU FAQ

    Who ranks #1 on the MMMU leaderboard?

    As of August 20, 2026, Claude Opus 5 by Anthropic ranks #1 on MMMU at 89.9%. API pricing is $5.00/M input and $25.00/M output.

    What are the top models on MMMU?

    The current MMMU ranking as of August 20, 2026 is 1. Claude Opus 5 at 89.9%; 2. Claude Fable 5 at 89.3%; 3. Gemini 3.7 Flash at 89.0%.

    Which mmmu model is the cheapest?

    Llama 3.2 11B Instruct is the cheapest scored model on this mmmu leaderboard at $0.05/M input and $0.05/M output ($0.10 blended). Claude Opus 5 still leads MMMU at 89.9%.

    Should I always pick the #1 MMMU model?

    Not automatically. Claude Opus 5 leads MMMU, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh MMMU against input/output price, context window, and related evals.

    How often is the MMMU 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 MMMU?

    Massive Multi-discipline Multimodal Understanding — evaluates multimodal reasoning across art, science, engineering, and more. This page ranks models that have published a MMMU score, with live API token prices on the same row. Official methodology: MMMU (https://mmmu-benchmark.github.io/).

    Where is the MMMU leaderboard?

    This page is the MMMU leaderboard. Models are sorted by MMMU, 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 MMMU ranking different from the official board?

    The official MMMU page owns the methodology. This page keeps the published MMMU score next to live API $/M so you can pick a production SKU, not only a trophy number. Source: https://mmmu-benchmark.github.io/