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FrontierMath

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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.

Publisher results Epoch benchmarking methods
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FrontierMath Tier 4 2025-07-01 · private

Source
Epoch AI Benchmarking Hub
Version
tier-4-2025-07-01-private
Measurement date
Not reported
Metric
% · Higher is better
Evaluation scope
Epoch AI run · task v1 · effort high · superseded by FrontierMath Tier 4 v2 · private · result date not supplied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. #1GPT-5.2

    openai/gpt-5.2-20251211

    18.8%

    View modelEvidence independent

  2. #2Gemini 3.5 Flash

    google/gemini-3.5-flash-20260519

    14.6%

    View modelEvidence independent

  3. #2GPT-5 Pro

    openai/gpt-5-pro-2025-10-06

    14.6%

    View modelEvidence independent

  4. #4GPT-5

    openai/gpt-5-2025-08-07

    12.5%

    View modelEvidence independent

  5. #4GPT-5.1

    openai/gpt-5.1-20251113

    12.5%

    View modelEvidence independent

  6. #6GPT-5 Mini

    openai/gpt-5-mini-2025-08-07

    6.3%

    View modelEvidence independent

  7. #6GPT-5.4 Nano

    openai/gpt-5.4-nano-20260317

    6.3%

    View modelEvidence independent

  8. #6o4 Mini

    openai/o4-mini-2025-04-16

    6.3%

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  9. #9o3 Mini

    openai/o3-mini-2025-01-31

    4.2%

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  10. #10GPT-5.4 Mini

    openai/gpt-5.4-mini-20260317

    2.1%

    View modelEvidence independent

  11. #10o3

    openai/o3-2025-04-16

    2.1%

    View modelEvidence independent

  12. #12GPT-5 Nano

    openai/gpt-5-nano-2025-08-07

    0%

    View modelEvidence independent
FrontierMath model results | VibeLeaderboard