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.
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.
#1Claude Opus 4
anthropic/claude-opus-4
0%
View modelEvidence independent#1Claude Sonnet 4
anthropic/claude-sonnet-4
0%
View modelEvidence independent#1Claude Sonnet 4.5
anthropic/claude-sonnet-4-5
0%
View modelEvidence independent#1Gemini 2.5 Pro
google/gemini-2.5-pro
0%
View modelEvidence independent#1Gemini 2.5 Pro Preview 06-05
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0%
View modelEvidence independent#1Gemini 3 Flash Preview
google/gemini-3-flash-preview-20251217
0%
View modelEvidence independent#1Gemini 3.1 Pro Preview
google/gemini-3.1-pro-preview-20260219
0%
View modelEvidence independent#1GLM 4.5
z-ai/glm-4.5
0%
View modelEvidence independent#1GLM 4.6
z-ai/glm-4.6
0%
View modelEvidence independent#1GLM 5
z-ai/glm-5-20260211
0%
View modelEvidence independent#1GLM 5.1
z-ai/glm-5.1-20260406
0%
View modelEvidence independent#1GPT-4.1
openai/gpt-4.1-2025-04-14
0%
View modelEvidence independent#1Kimi K2 Thinking
moonshotai/kimi-k2-thinking-20251106
0%
View modelEvidence independent#1Qwen3 235B A22B Thinking 2507
qwen/qwen3-235b-a22b-thinking-2507
0%
View modelEvidence independent#1Qwen3.6 Max Preview
qwen/qwen3.6-max-preview-20260420
0%
View modelEvidence independent#1Qwen3.6 Plus
qwen/qwen3.6-plus-04-02
0%
View modelEvidence independent#1R1 0528
deepseek/deepseek-r1-0528
0%
View modelEvidence independent