TestsBenchmarks · Math
MathArena Apex
MathArena's hardest set of recent competition problems (pass@1).
Measured by independent testersIndependent Reported by the makerVendor-reported
| Thinking levelSetting | |||||||
|---|---|---|---|---|---|---|---|
| 1 | DeepSeek V4.1 Flash | DeepSeek | 65.6% | Maxreasoning_effort=100 (max) | Maker's own figureVendor-reportedDeepSeek ↗ | — | 10 Sep 2026 |
| 2 | DeepSeek V4 Pro (0813) | DeepSeek | 65.3% | MaxMax reasoning effort | Maker's own figureVendor-reportedDeepSeek ↗ | — | 10 Sep 2026 |
| 3 | DeepSeek V4 Flash (0731) | DeepSeek | 58.6% | MaxMax reasoning effort | Maker's own figureVendor-reportedDeepSeek ↗ | — | 10 Sep 2026 |
| 4 | Qwen3.7 Max | Qwen (Alibaba) | 44.5% | Defaultthinking (vendor recommends 'Reasoning effort is set to xhigh' system prompt for reasoning tasks) | Maker's own figureVendor-reportedQwen (Alibaba) ↗ | — | 16 May 2026 |
| 5 | DeepSeek V4 Pro (Preview, 0423) | DeepSeek | 38.3% | MaxThink Max | Maker's own figureVendor-reportedDeepSeek ↗ | — | 24 Apr 2026 |
| 6 | DeepSeek V4 Flash (Preview, 0423) | DeepSeek | 33.0% | MaxThink Max | Maker's own figureVendor-reportedDeepSeek ↗ | — | 24 Apr 2026 |
| 7 | Qwen3.7 Plus | Qwen (Alibaba) | 22.7% | Defaultthinking | Maker's own figureVendor-reportedQwen (Alibaba) ↗ | — | 21 May 2026 |