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Model results

FrontierMath

Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.

Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.

Reviewed recommendation and limits

Use the relevant tier and private/public split for difficult mathematical reasoning.

Each tier, release and public/private split separately. Imported groups below may use different protocols; this review does not certify each run. Difficulty is specialized; tier, dataset release, tools and grader must match before comparing scores.

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FrontierMath Tiers 1–3 v2 · private

Source
Epoch AI Benchmarking Hub
Version
tiers-1-3-v2-private
Measurement date
Not reported
Metric
% · Higher is better
Evaluation scope
Epoch AI run · task v2 · no reasoning · result date not supplied

Exact score ties share a position. Positions do not establish statistical significance. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.

  1. #1GLM 5.2

    z-ai/glm-5.2-20260616

    42.5%

  2. #2GPT-5.6 Luna

    openai/gpt-5.6-luna-20260709

    39.6%

  3. #3Qwen3.7 Plus

    qwen/qwen3.7-plus-20260602

    34.4%

  4. #4Qwen3.6 27B

    qwen/qwen3.6-27b-20260422

    34%

  5. #5Qwen3.6 Plus

    qwen/qwen3.6-plus-04-02

    32.3%

  6. #6Qwen3.5 397B A17B

    qwen/qwen3.5-397b-a17b-20260216

    31.2%

  7. #7GLM 5.1

    z-ai/glm-5.1-20260406

    24.9%

  8. #8Qwen3.6 Flash

    qwen/qwen3.6-flash

    22.5%

  9. #9Qwen3.6 35B A3B

    qwen/qwen3.6-35b-a3b-20260415

    20.4%

  10. #10Qwen3.7 Flash

    qwen/qwen3.7-flash-20260727

    19.3%

  11. #11Qwen3.5-Flash

    qwen/qwen3.5-flash-20260224

    18.2%

  12. #12GPT-5.4 Mini

    openai/gpt-5.4-mini-20260317

    17.2%

  13. #13GPT-5.4 Nano

    openai/gpt-5.4-nano-20260317

    4.6%

FrontierMath model results | VibeLeaderboard