FrontierMath - Tiers 1-3 (v2): leaderboard
One item is an expert-written mathematics problem from the Tiers 1 to 3 base set, which runs from advanced undergraduate level to early-career research across areas from number theory to algebraic geometry. The model may run Python and submits an answer() function that is checked automatically. This board covers the 285 private problems of the v2 revision, higher is better.
Metric: Accuracy (%, 285 private v2 problems). Source: epoch.ai. Saturation forecast: Around January 2027. 117 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-6 Astra (Max) | 93.68 | #6 (GPT-6 Astra) |
| 2 | GPT-6.1 Sol (Max) | 93.68 | #7 (GPT-6.1 Sol) |
| 3 | Claude Opus 5.5 (Max) | 91.23 | #3 (Claude Opus 5.5) |
| 4 | Claude Fable 5.1 (Max) | 90.18 | #9 (Claude Fable 5.1) |
| 5 | GPT-6 Sol (Max) | 89.82 | #14 (GPT-6 Sol) |
| 6 | GPT-5.6 Sol (Max) | 89.12 | #19 (GPT-5.6 Sol) |
| 7 | Claude Sonnet 5.5 (Max) | 88.77 | #11 (Claude Sonnet 5.5) |
| 8 | GPT-5.5 Pro (xHigh) | 87.72 | #17 (GPT-5.5 Pro) |
| 9 | Claude Fable 5 (Max) | 87.02 | #16 (Claude Fable 5) |
| 10 | GPT-5.6 Terra (Max) | 85.96 | #41 (GPT-5.6 Terra) |
| 11 | Gemini 4 Argon (High) | 85.96 | #8 (Gemini 4 Argon) |
| 12 | Claude Opus 5 (Max) | 85.61 | #12 (Claude Opus 5) |
| 13 | GPT-5.5 (xHigh) | 85.26 | #31 (GPT-5.5) |
| 14 | GPT-5.4 Pro (xHigh) | 82.46 | #32 (GPT-5.4 Pro) |
| 15 | GPT-5.6 Luna (Max) | 82.11 | #68 (GPT-5.6 Luna) |
No result here: #10 Muse Wonder Full.
Interactive version: theaggregate.ai/benchmark?slug=frontiermath-tiers-1-3-v2 · How It Works · Data refreshed daily, snapshot 2026-10-20.