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    Mcp Mark

    🏆 Leaderboard

    As of August 20, 2026, Kimi K2.7 Code is #1 for Mcp Mark at 81.1%. Ranked by the Mcp Mark score 8 models in this index have a published Mcp Mark score. Mcp Mark leaderboard: rank models by Mcp Mark next to live API token prices.

    Updated August 20, 2026282 models33 providers
    Kimi K2.7 CodeOSS
    Moonshot AI · Open Source
    		81.1%$4.93
    Qwen3.7 Max
    Qwen · Proprietary
    		60.8%$5.00
    Qwen3.7-Plus
    Qwen · Proprietary
    		58.7%$1.60
    Kimi K2.6OSS
    Moonshot AI · Open Source
    		55.9%$4.93
    Qwen3.6 Plus
    Qwen · Proprietary
    		48.2%$3.50
    Qwen3.5-397B-A17BOSS
    Qwen · Open Source
    		46.1%$4.20
    DeepSeek-V3.2OSS
    DeepSeek · Open Source · via OpenRouter
    		38%$0.57
    Qwen3.6-35B-A3BOSS
    Qwen · Open Source · via OpenRouter
    		37%$1.14
    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
    Composer 2
    Cursor · Proprietary
    		—$3.00
    Composer 2 Fast
    Cursor · Proprietary
    		—$9.00
    DeepSeek R1 Distill Llama 70BOSS
    DeepSeek · Open Source
    		—$0.50
    DeepSeek R1 Distill Qwen 32BOSS
    DeepSeek · Open Source
    		—$0.30
    DeepSeek-R1OSS
    DeepSeek · Open Source
    		—$2.74
    DeepSeek-R1-0528OSS
    DeepSeek · Open Source
    		—$2.74
    DeepSeek-V2.5OSS
    DeepSeek · Open Source
    		—$0.42
    DeepSeek-V3OSS
    DeepSeek · Open Source
    		—$1.37
    DeepSeek-V3 0324OSS
    DeepSeek · Open Source
    		—$1.42
    DeepSeek-V3.1OSS
    DeepSeek · Open Source
    		—$1.27
    DeepSeek-V3.2 (Non-thinking)OSS
    DeepSeek · Open Source
    		—$0.70
    DeepSeek-V3.2-ExpOSS
    DeepSeek · Open Source
    		—$0.68
    DeepSeek-V4-Flash-0423OSS
    DeepSeek · Open Source
    		—$0.30
    DeepSeek-V4-Flash-0731OSS
    DeepSeek · Open Source
    		—$1.76
    DeepSeek-V4-Flash-MaxOSS
    DeepSeek · Open Source
    		—$0.42
    DeepSeek-V4-Pro-0813OSS
    DeepSeek · Open Source
    		—$5.28
    DeepSeek-V4-Pro-MaxOSS
    DeepSeek · Open Source
    		—$5.22
    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 Mcp Mark right now?

    As of August 20, 2026, Kimi K2.7 Code by Moonshot AI is #1 for Mcp Mark at 81.1%. Ranked by the Mcp Mark score This board also tracks Mcp Mark. Next on the same board: Qwen3.7 Max and Qwen3.7-Plus. This mcp mark leaderboard ranks models by Mcp Mark. 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 mcp mark. Ranked by the Mcp Mark score Input and output are dollars per million tokens.
    RankModelMcp MarkInput /MOutput /M
    1Kimi K2.7 Code81.1%$0.96$3.97
    2Qwen3.7 Max60.8%$1.25$3.75
    3Qwen3.7-Plus58.7%$0.32$1.28
    4Kimi K2.655.9%$0.96$3.97
    5Qwen3.6 Plus48.2%$0.50$3.00
    6Qwen3.5-397B-A17B46.1%$0.60$3.60
    7DeepSeek-V3.238%$0.23$0.34
    8Qwen3.6-35B-A3B37%$0.14$1.00

    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

    Mcp Mark FAQ

    Who ranks #1 on the Mcp Mark leaderboard?

    As of August 20, 2026, Kimi K2.7 Code by Moonshot AI ranks #1 on Mcp Mark at 81.1%. API pricing is $0.96/M input and $3.97/M output.

    What are the top models on Mcp Mark?

    The current Mcp Mark ranking as of August 20, 2026 is 1. Kimi K2.7 Code at 81.1%; 2. Qwen3.7 Max at 60.8%; 3. Qwen3.7-Plus at 58.7%.

    Which mcp mark model is the cheapest?

    DeepSeek-V3.2 is the cheapest scored model on this mcp mark leaderboard at $0.23/M input and $0.34/M output ($0.57 blended). Kimi K2.7 Code still leads Mcp Mark at 81.1%.

    Should I always pick the #1 Mcp Mark model?

    Not automatically. Kimi K2.7 Code leads Mcp Mark, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Mcp Mark against input/output price, context window, and related evals.

    How often is the Mcp Mark 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 Mcp Mark?

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

    Where is the Mcp Mark leaderboard?

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

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