ProofBench

    ๐Ÿ† Leaderboard

    As of August 20, 2026, Claude Opus 5 is #1 for ProofBench at 78%. Ranked by the ProofBench score 52 models in this index have a published ProofBench score. ProofBench leaderboard: rank models by ProofBench next to live API token prices.

    Updated August 20, 2026282 models33 providers
    Claude Opus 5
    Anthropic ยท Proprietary
    78%$30.00
    GPT-5.6 Sol
    OpenAI ยท Proprietary
    77%$35.00
    Claude Fable 5
    Anthropic ยท Proprietary
    77%$60.00
    GPT-5.6 Terra
    OpenAI ยท Proprietary
    71%$14.00
    Kimi K3OSS
    Moonshot AI ยท Open Source
    70%$18.00
    Claude Opus 4.8
    Anthropic ยท Proprietary
    69%$30.00
    Claude Sonnet 5
    Anthropic ยท Proprietary
    66%$12.00
    Qwen3.8 MaxOSS
    Qwen ยท Open Source
    58%$8.00
    Gemini 3.7 Flash
    Google ยท Proprietary
    58%$4.50
    GPT-5.4
    OpenAI ยท Proprietary
    56%$17.50
    DeepSeek-V4-Flash-0731OSS
    DeepSeek ยท Open Source
    56%$1.76
    GPT-5.6 Luna
    OpenAI ยท Proprietary
    54%$1.40
    Claude Opus 4.7
    Anthropic ยท Proprietary
    54%$30.00
    Grok 4.6
    xAI ยท Proprietary
    51%$8.00
    GPT-5.5
    OpenAI ยท Proprietary
    50%$35.00
    DeepSeek-V4-Pro-0813OSS
    DeepSeek ยท Open Source
    50%$5.28
    Claude Opus 4.6
    Anthropic ยท Proprietary
    50%$30.00
    Claude Sonnet 4.6
    Anthropic ยท Proprietary
    45%$18.00
    Muse Spark 1.2
    Meta ยท Proprietary
    43%$5.50
    Muse Spark 1.1
    Meta ยท Proprietary
    39%$5.50
    Gemini 3.6 Flash
    Google ยท Proprietary
    36%$4.50
    Claude Opus 4.5
    Anthropic ยท Proprietary
    36%$30.00
    GLM-5.2OSS
    Z AI ยท Open Source
    35%$5.80
    Grok 4.5
    xAI ยท Proprietary
    30%$8.00
    Gemini 3.5 Flash
    Google ยท Proprietary
    29%$10.50
    Qwen3.7 Max
    Qwen ยท Proprietary
    26%$5.00
    Gemini 3.1 Pro
    Google ยท Proprietary
    26%$17.50
    MiMo-V2.5-ProOSS
    Xiaomi ยท Open Source
    24%$1.30
    GLM-5.1OSS
    Z AI ยท Open Source
    22.2%$5.80
    GPT-5.4 mini
    OpenAI ยท Proprietary
    21%$5.25
    Gemini 3 Pro
    Google ยท Proprietary
    20%$14.00
    MiniMax M3OSS
    MiniMax ยท Open Source
    19%$1.50
    Claude Sonnet 4.5
    Anthropic ยท Proprietary
    19%$18.00
    GPT-5
    OpenAI ยท Proprietary
    18%$11.25
    MiMo-V2.5OSS
    Xiaomi ยท Open Source
    16%$0.50
    Kimi K2.6OSS
    Moonshot AI ยท Open Source
    16%$4.93
    GPT-5.2
    OpenAI ยท Proprietary
    15%$15.75
    Gemini 3 Flash
    Google ยท Proprietary
    15%$3.50
    Gemini 3.5 Flash-Lite
    Google ยท Proprietary
    13%$2.80
    GPT-5 nano
    OpenAI ยท Proprietary
    12%$0.45
    Grok 4.3
    xAI ยท Proprietary
    11%$3.75
    DeepSeek-V4-Pro-MaxOSS
    DeepSeek ยท Open Source
    10%$5.22
    Mistral Medium 3.5OSS
    Mistral ยท Open Source ยท via Mistral AI
    9%$9.00
    GPT-5.1 Codex
    OpenAI ยท Proprietary
    9%$11.25
    GPT-5 mini
    OpenAI ยท Proprietary
    9%$2.25
    GLM-4.7OSS
    Z AI ยท Open Source
    6%$2.80
    Inkling-SmallOSS
    Thinking Machines ยท Open Source ยท via Thinking Machines Lab
    5%$1.50
    GPT-5.4 nano
    OpenAI ยท Proprietary
    5%$1.45
    MiniMax M2.5OSS
    MiniMax ยท Open Source
    4%$1.50
    Grok-4.1 Fast Reasoning
    xAI ยท Proprietary
    4%$0.70
    Showing 1โ€“50 of 282 models

    Next step

    You found the model. Now ship the product.

    Auth, billing, and the API layer are already decided. Fork 8 finished AI apps, or have us build the first version with you.

    The index

    All Large Language Models

    282 models across 33 providers. Search or jump to a lab โ€” 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 ProofBench right now?

    As of August 20, 2026, Claude Opus 5 by Anthropic is #1 for ProofBench at 78%. Ranked by the ProofBench score This board also tracks ProofBench. Next on the same board: GPT-5.6 Sol and Claude Fable 5. This proofbench leaderboard ranks models by ProofBench. 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 proofbench. Ranked by the ProofBench score Input and output are dollars per million tokens.
    RankModelProofBenchInput /MOutput /M
    1Claude Opus 578%$5.00$25.00
    2GPT-5.6 Sol77%$5.00$30.00
    3Claude Fable 577%$10.00$50.00
    4GPT-5.6 Terra71%$2.00$12.00
    5Kimi K370%$3.00$15.00
    6Claude Opus 4.869%$5.00$25.00
    7Claude Sonnet 566%$2.00$10.00
    8Gemini 3.7 Flash58%$0.75$3.75

    ProofBench FAQ

    Who ranks #1 on the ProofBench leaderboard?

    As of August 20, 2026, Claude Opus 5 by Anthropic ranks #1 on ProofBench at 78%. API pricing is $5.00/M input and $25.00/M output.

    What are the top models on ProofBench?

    The current ProofBench ranking as of August 20, 2026 is 1. Claude Opus 5 at 78%; 2. GPT-5.6 Sol at 77%; 3. Claude Fable 5 at 77%.

    Which proofbench model is the cheapest?

    GPT-5 nano is the cheapest scored model on this proofbench leaderboard at $0.05/M input and $0.40/M output ($0.45 blended). Claude Opus 5 still leads ProofBench at 78%.

    Should I always pick the #1 ProofBench model?

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

    How often is the ProofBench 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 ProofBench?

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

    Where is the ProofBench leaderboard?

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

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