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Model results

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 v2 · private

Source
Epoch AI Benchmarking Hub
Version
tier-4-v2-private
Measurement date
Not reported
Metric
% · Higher is better
Evaluation scope
Epoch AI run · task v2 · effort high · 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-6 Astra

    openai/gpt-6-astra-20260903

    97.6%

    View modelEvidence independent

  2. #2Gemini 4 Argon

    google/gemini-4-argon-20261013

    78%

    View modelEvidence independent

  3. #3Gemini 3.7 Flash

    google/gemini-3.7-flash-20260813

    36.6%

    View modelEvidence independent

  4. #4Gemini 3.5 Flash

    google/gemini-3.5-flash-20260519

    26.8%

    View modelEvidence independent

  5. #5Grok 4.5

    x-ai/grok-4.5-20260708

    24.4%

    View modelEvidence independent

  6. #6Gemini 3.6 Flash

    google/gemini-3.6-flash-20260721

    22%

    View modelEvidence independent

  7. #6Gemini 3.8 Flash

    google/gemini-3.8-flash-20260902

    22%

    View modelEvidence independent

  8. #6GPT-5

    openai/gpt-5-2025-08-07

    22%

    View modelEvidence independent

  9. #9GPT-5 Pro

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

    19.5%

    View modelEvidence independent

  10. #10Grok 4.3

    x-ai/grok-4.3-20260430

    14.6%

    View modelEvidence independent

  11. #11GPT-5 Mini

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

    12.2%

    View modelEvidence independent

  12. #11GPT-5.4 Nano

    openai/gpt-5.4-nano-20260317

    12.2%

    View modelEvidence independent

  13. #13o4 Mini

    openai/o4-mini-2025-04-16

    4.9%

    View modelEvidence independent

  14. #14GPT-5 Nano

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

    2.4%

    View modelEvidence independent

  15. #15Gemini 3.5 Flash Lite

    google/gemini-3.5-flash-lite-20260721

    0%

    View modelEvidence independent

  16. #15o3 Mini

    openai/o3-mini-2025-01-31

    0%

    View modelEvidence independent
FrontierMath model results | VibeLeaderboard