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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 Tier 4 2025-07-01 · public

Source
Epoch AI Benchmarking Hub
Version
tier-4-2025-07-01-public
Measurement date
Not reported
Metric
% · Higher is better
Evaluation scope
Epoch AI run · task v1 · 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. #1Claude Opus 4

    anthropic/claude-opus-4

    0%

  2. #1Claude Sonnet 4

    anthropic/claude-sonnet-4

    0%

  3. #1Claude Sonnet 4.5

    anthropic/claude-sonnet-4-5

    0%

  4. #1Gemini 2.5 Pro

    google/gemini-2.5-pro

    0%

  5. #1Gemini 2.5 Pro Preview 06-05

    google/gemini-2.5-pro-preview-06-05

    0%

  6. #1Gemini 3 Flash Preview

    google/gemini-3-flash-preview-20251217

    0%

  7. #1Gemini 3.1 Pro Preview

    google/gemini-3.1-pro-preview-20260219

    0%

  8. #1GLM 4.5

    z-ai/glm-4.5

    0%

  9. #1GLM 4.6

    z-ai/glm-4.6

    0%

  10. #1GLM 5

    z-ai/glm-5-20260211

    0%

  11. #1GLM 5.1

    z-ai/glm-5.1-20260406

    0%

  12. #1GPT-4.1

    openai/gpt-4.1-2025-04-14

    0%

  13. #1Kimi K2 Thinking

    moonshotai/kimi-k2-thinking-20251106

    0%

  14. #1Qwen3 235B A22B Thinking 2507

    qwen/qwen3-235b-a22b-thinking-2507

    0%

  15. #1Qwen3.6 Max Preview

    qwen/qwen3.6-max-preview-20260420

    0%

  16. #1Qwen3.6 Plus

    qwen/qwen3.6-plus-04-02

    0%

  17. #1R1 0528

    deepseek/deepseek-r1-0528

    0%

FrontierMath model results | VibeLeaderboard