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.

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 · 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.

#1Qwen3.7 Max
qwen/qwen3.7-max-20260520
34.1%
View modelEvidence independent
#2Gemini 3.1 Pro Preview
google/gemini-3.1-pro-preview-20260219
26.8%
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#3Kimi K2.6
moonshotai/kimi-k2.6-20260420
25.6%
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#4Gemini 3 Flash Preview
google/gemini-3-flash-preview-20251217
17.1%
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#5Kimi K2.7 Code
moonshotai/kimi-k2.7-code-20260612
12.2%
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#6Gemini 2.5 Pro
google/gemini-2.5-pro
0%
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