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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 2025-02-28 · public

Source
Epoch AI Benchmarking Hub
Version
2025-02-28-public
Measurement date
Not reported
Metric
% · Higher is better
Evaluation scope
Epoch AI run · task v1 · effort 16K · 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 Sonnet 4.6

    anthropic/claude-sonnet-4-6

    80%

  2. #2Claude Opus 4.5

    anthropic/claude-opus-4-5

    40%

  3. #3Claude Opus 4.1

    anthropic/claude-opus-4-1

    0%

FrontierMath model results | VibeLeaderboard