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    Mmlu Prox

    🏆 Leaderboard

    As of August 20, 2026, Qwen3.7 Max is #1 for Mmlu Prox at 87%. Ranked by the Mmlu Prox score 25 models in this index have a published Mmlu Prox score. Mmlu Prox leaderboard: rank models by Mmlu Prox next to live API token prices.

    Updated August 20, 2026282 models33 providers
    Qwen3.7 Max
    Qwen · Proprietary
    		87%$5.00
    Qwen3.7-Plus
    Qwen · Proprietary
    		85.4%$1.60
    Qwen3.6 Plus
    Qwen · Proprietary
    		84.7%$3.50
    Qwen3.5-397B-A17BOSS
    Qwen · Open Source
    		84.7%$4.20
    Nemotron 3 Ultra (550B A55B)OSS
    NVIDIA · Open Source · via OpenRouter
    		83%$2.70
    Qwen3.5-27BOSS
    Qwen · Open Source
    		82.2%$2.70
    Qwen3.5-122B-A10BOSS
    Qwen · Open Source
    		82.2%$3.60
    Qwen3.5-35B-A3BOSS
    Qwen · Open Source
    		81%$2.25
    Qwen3-235B-A22B-Thinking-2507OSS
    Qwen · Open Source
    		81%$3.30
    Qwen3 VL 235B A22B ThinkingOSS
    Qwen · Open Source
    		80.6%$3.94
    Qwen3-235B-A22B-Instruct-2507OSS
    Qwen · Open Source
    		79.4%$0.95
    Nemotron 3 Super (120B A12B)OSS
    NVIDIA · Open Source · via OpenRouter
    		79.4%$0.54
    Qwen3-Next-80B-A3B-ThinkingOSS
    Qwen · Open Source
    		78.7%$1.65
    Qwen3 VL 235B A22B InstructOSS
    Qwen · Open Source
    		77.8%$1.79
    Qwen3-Next-80B-A3B-InstructOSS
    Qwen · Open Source
    		76.7%$1.65
    Qwen3.5-9BOSS
    Qwen · Open Source · via OpenRouter
    		76.3%$0.25
    Qwen3 VL 30B A3B ThinkingOSS
    Qwen · Open Source
    		76.1%$1.20
    Qwen3 VL 32B InstructOSS
    Qwen · Open Source · via OpenRouter
    		73.4%$0.52
    Qwen3 VL 30B A3B InstructOSS
    Qwen · Open Source
    		70.9%$0.90
    Qwen3 VL 8B ThinkingOSS
    Qwen · Open Source
    		70.7%$2.27
    Qwen3 VL 8B InstructOSS
    Qwen · Open Source
    		65.4%$0.58
    Qwen3 VL 4B ThinkingOSS
    Qwen · Open Source
    		65%$1.10
    Nemotron 3 Nano (30B A3B)OSS
    NVIDIA · Open Source
    		59.5%$0.30
    Qwen3 VL 4B InstructOSS
    Qwen · Open Source
    		59.4%$0.70
    Gemma 3n E4B Instructed
    Google · Proprietary
    		19.9%$60.00
    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 3.7 Sonnet
    Anthropic · Proprietary
    		—$18.00
    Claude Fable 5
    Anthropic · Proprietary
    		—$60.00
    Claude Haiku 4.5
    Anthropic · Proprietary
    		—$6.00
    Claude Mythos 5
    Anthropic · Proprietary
    		—$60.00
    Claude Mythos Preview
    Anthropic · Proprietary
    		—$60.00
    Claude Opus 4
    Anthropic · Proprietary
    		—$90.00
    Claude Opus 4.1
    Anthropic · Proprietary
    		—$90.00
    Claude Opus 4.5
    Anthropic · Proprietary
    		—$30.00
    Claude Opus 4.6
    Anthropic · Proprietary
    		—$30.00
    Claude Opus 4.7
    Anthropic · Proprietary
    		—$30.00
    Claude Opus 4.8
    Anthropic · Proprietary
    		—$30.00
    Claude Opus 5
    Anthropic · Proprietary
    		—$30.00
    Claude Sonnet 4
    Anthropic · Proprietary
    		—$18.00
    Claude Sonnet 4.5
    Anthropic · Proprietary
    		—$18.00
    Claude Sonnet 4.6
    Anthropic · Proprietary
    		—$18.00
    Claude Sonnet 5
    Anthropic · Proprietary
    		—$12.00
    Command A+OSS
    Cohere · Open Source
    		—$12.50
    Command R+OSS
    Cohere · Open Source
    		—$1.25
    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 Mmlu Prox right now?

    As of August 20, 2026, Qwen3.7 Max by Qwen is #1 for Mmlu Prox at 87%. Ranked by the Mmlu Prox score This board also tracks Mmlu Prox. Next on the same board: Qwen3.7-Plus and Qwen3.6 Plus. This mmlu prox leaderboard ranks models by Mmlu Prox. 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 mmlu prox. Ranked by the Mmlu Prox score Input and output are dollars per million tokens.
    RankModelMmlu ProxInput /MOutput /M
    1Qwen3.7 Max87%$1.25$3.75
    2Qwen3.7-Plus85.4%$0.32$1.28
    3Qwen3.6 Plus84.7%$0.50$3.00
    4Qwen3.5-397B-A17B84.7%$0.60$3.60
    5Nemotron 3 Ultra (550B A55B)83%$0.50$2.20
    6Qwen3.5-122B-A10B82.2%$0.40$3.20
    7Qwen3.5-27B82.2%$0.30$2.40
    8Qwen3.5-35B-A3B81%$0.25$2.00

    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

    Mmlu Prox FAQ

    Who ranks #1 on the Mmlu Prox leaderboard?

    As of August 20, 2026, Qwen3.7 Max by Qwen ranks #1 on Mmlu Prox at 87%. API pricing is $1.25/M input and $3.75/M output.

    What are the top models on Mmlu Prox?

    The current Mmlu Prox ranking as of August 20, 2026 is 1. Qwen3.7 Max at 87%; 2. Qwen3.7-Plus at 85.4%; 3. Qwen3.6 Plus at 84.7%.

    Which mmlu prox model is the cheapest?

    Qwen3.5-9B is the cheapest scored model on this mmlu prox leaderboard at $0.10/M input and $0.15/M output ($0.25 blended). Qwen3.7 Max still leads Mmlu Prox at 87%.

    Should I always pick the #1 Mmlu Prox model?

    Not automatically. Qwen3.7 Max leads Mmlu Prox, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Mmlu Prox against input/output price, context window, and related evals.

    How often is the Mmlu Prox 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 Mmlu Prox?

    Mmlu Prox is a public LLM eval (the Mmlu Prox score). This page ranks models that have published a score, next to live API prices.

    Where is the Mmlu Prox leaderboard?

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

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