Mmlongbench Doc

    🏆 Leaderboard

    As of August 20, 2026, Qwen3.6 Plus is #1 for Mmlongbench Doc at 62%. Ranked by the Mmlongbench Doc score 5 models in this index have a published Mmlongbench Doc score. Mmlongbench Doc leaderboard: rank models by Mmlongbench Doc next to live API token prices.

    Updated August 20, 2026282 models33 providers
    Qwen3.6 Plus
    Qwen · Proprietary
    62%$3.50
    Qwen3.5-27BOSS
    Qwen · Open Source
    60.2%$2.70
    Qwen3.5-35B-A3BOSS
    Qwen · Open Source
    59.5%$2.25
    Qwen3.5-122B-A10BOSS
    Qwen · Open Source
    59%$3.60
    Qwen3 VL 235B A22B ThinkingOSS
    Qwen · Open Source
    56.2%$3.94
    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-V3.2OSS
    DeepSeek · Open Source · via OpenRouter
    $0.57
    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
    Devstral Medium
    Mistral · Proprietary · via Mistral AI
    $2.40
    Devstral Small 1.1OSS
    Mistral · Open Source · via Mistral AI
    $0.40
    Showing 150 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.

    Baidu

    1 models

    Inception

    1 models

    inclusionAI

    1 models

    LG AI Research

    1 models

    Nous Research

    1 models

    Sakana AI

    1 models

    StepFun

    1 models

    Tencent

    1 models

    Thinking Machines

    1 models

    Unisound

    1 models

    Upstage

    1 models

    Which model leads Mmlongbench Doc right now?

    As of August 20, 2026, Qwen3.6 Plus by Qwen is #1 for Mmlongbench Doc at 62%. Ranked by the Mmlongbench Doc score This board also tracks Mmlongbench Doc. Next on the same board: Qwen3.5-27B and Qwen3.5-35B-A3B. This mmlongbench doc leaderboard ranks models by Mmlongbench Doc. 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 5 for mmlongbench doc. Ranked by the Mmlongbench Doc score Input and output are dollars per million tokens.
    RankModelMmlongbench DocInput /MOutput /M
    1Qwen3.6 Plus62%$0.50$3.00
    2Qwen3.5-27B60.2%$0.30$2.40
    3Qwen3.5-35B-A3B59.5%$0.25$2.00
    4Qwen3.5-122B-A10B59%$0.40$3.20
    5Qwen3 VL 235B A22B Thinking56.2%$0.45$3.49

    Mmlongbench Doc FAQ

    Who ranks #1 on the Mmlongbench Doc leaderboard?

    As of August 20, 2026, Qwen3.6 Plus by Qwen ranks #1 on Mmlongbench Doc at 62%. API pricing is $0.50/M input and $3.00/M output.

    What are the top models on Mmlongbench Doc?

    The current Mmlongbench Doc ranking as of August 20, 2026 is 1. Qwen3.6 Plus at 62%; 2. Qwen3.5-27B at 60.2%; 3. Qwen3.5-35B-A3B at 59.5%.

    Which mmlongbench doc model is the cheapest?

    Qwen3.5-35B-A3B is the cheapest scored model on this mmlongbench doc leaderboard at $0.25/M input and $2.00/M output ($2.25 blended). Qwen3.6 Plus still leads Mmlongbench Doc at 62%.

    Should I always pick the #1 Mmlongbench Doc model?

    Not automatically. Qwen3.6 Plus leads Mmlongbench Doc, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Mmlongbench Doc against input/output price, context window, and related evals.

    How often is the Mmlongbench Doc 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 Mmlongbench Doc?

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

    Where is the Mmlongbench Doc leaderboard?

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

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