A benchmark of hundreds of novel and exceptionally difficult problems written by mathematicians to measure the frontier of advanced mathematical reasoning.
Browse the latest scores, model modes, release dates, and parameter sizes for FrontierMath.
Data sourced primarily from official releases (GitHub, Hugging Face, papers), then benchmark leaderboards, then third-party evaluators. Learn about our data methodology
| Rank | Model | License | |||
|---|---|---|---|---|---|
 GPT-5.5 Pro Thinking Level · Extra HighTools | 52.40 | 2026-04-23 | Unknown | Closed | |
GPT-5.5 Thinking Level · HighTools | 51.70 | 2026-04-23 | Unknown | Closed | |
GPT-5.4 Pro Thinking Level · High | 50.00 | 2026-03-05 | Unknown | Closed | |
4 | GPT-5.4 Pro Thinking Level · Extra High | 50.00 | 2026-03-05 | Unknown | Closed |
5 | GPT-5.4 Thinking Level · Extra High | 47.60 | 2026-03-05 | Unknown | Closed |
6 |  Opus 4.7 Thinking Level · Extra High | 43.80 | 2026-04-16 | Unknown | Closed |
7 | Claude Opus 4.6 Thinking Level · Max | 40.70 | 2026-02-05 | Unknown | Closed |
8 | GPT-5.2 Thinking Level · Extra HighTools | 40.30 | 2025-12-11 | Unknown | Closed |
9 |  Muse Spark Thinking Enabled | 39.00 | 2026-04-08 | Unknown | Closed |
10 |  Gemini 3.0 Pro (Preview 11-2025) Thinking Enabled | 38.00 | 2025-11-18 | Unknown | Closed |
11 | Gemini 3.1 Pro Preview Thinking Level · High | 36.90 | 2026-02-20 | Unknown | Closed |
12 | Gemini 2.5 Deep Think Deep Thinking Mode | 29.00 | 2025-08-01 | Unknown | Closed |
13 | GPT-5.1 Thinking Level · HighTools | 26.70 | 2025-11-12 | Unknown | Closed |
14 | GPT-5 Thinking Level · HighTools | 26.30 | 2025-08-07 | Unknown | Closed |
15 | GPT-5 Thinking Level · Medium | 24.80 | 2025-08-07 | Unknown | Closed |
16 | GPT-5 Thinking Level · High | 24.80 | 2025-08-07 | Unknown | Closed |
17 | Opus 4.5 Extended Thinking | 20.70 | 2025-11-25 | Unknown | Closed |
18 | OpenAI o4 - mini Thinking Level · Medium | 19.30 | 2025-04-16 | Unknown | Closed |
19 | GPT-5-mini Thinking Level · Medium | 19.30 | 2025-08-07 | Unknown | Closed |
20 | GPT-5-mini Thinking Level · High | 19.00 | 2025-08-07 | Unknown | Closed |
21 | OpenAI o4 - mini Thinking Level · High | 17.20 | 2025-04-16 | Unknown | Closed |
22 |  Grok 4 Standard Mode | 12.10 | 2025-07-10 | Unknown | Closed |
23 | OpenAI o3-mini (high) Thinking Level · High | 11.00 | 2025-01-31 | Unknown | Closed |
24 | Gemini 2.5-Pro Standard Mode | 11.00 | 2025-06-05 | Unknown | Closed |
25 | OpenAI o3 Thinking Level · Low | 10.30 | 2025-04-16 | Unknown | Closed |
26 | OpenAI o3 Thinking Level · High | 10.30 | 2025-04-16 | Unknown | Closed |
27 | Gemini-2.5-Pro-Preview-05-06 Standard Mode | 10.30 | 2025-05-06 | Unknown | Closed |
28 | OpenAI o3 Thinking Level · Medium | 10.00 | 2025-04-16 | Unknown | Closed |
29 | OpenAI o4 - mini Thinking Level · Low | 9.70 | 2025-04-16 | Unknown | Closed |
30 | OpenAI o1 Thinking Level · High | 9.30 | 2024-12-05 | Unknown | Closed |
