AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
A benchmark of hundreds of original, exceptionally challenging mathematics problems crafted and vetted by expert mathematicians, covering most major branches of modern mathematics from number theory and real analysis to algebraic geometry and category theory.
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| GPT-5.6 Sol | 0.89 | Not recorded | Not recorded | 2026-07-09 · model_announcement | LLM Stats |
| GPT-5.6 Terra | 0.849 | Not recorded | Not recorded | 2026-07-09 · model_announcement | LLM Stats |
| GPT-5.6 Luna | 0.786 | Not recorded | Not recorded | 2026-07-09 · model_announcement | LLM Stats |
| GPT-5.4 | 0.476 | Not recorded | Not recorded | 2026-03-05 · model_announcement | LLM Stats |
| GPT-5.2 | 0.403 | Not recorded | Not recorded | 2025-12-11 · model_announcement | LLM Stats |
| GPT-5.5 Pro | 0.396 | Not recorded | Not recorded | 2026-04-23 · model_announcement | LLM Stats |
| GPT-5.5 | 0.354 | Not recorded | Not recorded | 2026-04-23 · model_announcement | LLM Stats |
| GPT-5.1 | 0.267 | Not recorded | Not recorded | 2025-11-13 · model_announcement | LLM Stats |
| GPT-5.1 Thinking | 0.267 | Not recorded | Not recorded | 2025-11-12 · model_announcement | LLM Stats |
| GPT-5.1 Instant | 0.267 | Not recorded | Not recorded | 2025-11-12 · model_announcement | LLM Stats |
| GPT-5 | 0.263 | Not recorded | Not recorded | 2025-08-07 · model_announcement | LLM Stats |
| GPT-5 mini | 0.221 | Not recorded | Not recorded | 2025-08-07 · model_announcement | LLM Stats |
| o3 | 0.158 | Not recorded | Not recorded | 2025-04-16 · model_announcement | LLM Stats |
| GPT-5 nano | 0.096 | Not recorded | Not recorded | 2025-08-07 · model_announcement | LLM Stats |
| o3-mini | 0.092 | Not recorded | Not recorded | 2025-01-30 · model_announcement | LLM Stats |
| MAI-Code-1-Flash | 0.063 | Not recorded | Not recorded | 2026-06-02 · model_announcement | LLM Stats |
| o1 | 0.055 | Not recorded | Not recorded | 2024-12-17 · model_announcement | LLM Stats |