Vellum - MATH: leaderboard

Vellum's independently-run MATH evaluation. Competition-level math problems across algebra, geometry, number theory, and more.

Metric: Accuracy (%). Source: www.vellum.ai. Saturation forecast: Estimated already saturated. 21 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K2.598#144
2O3 Mini97.9#272
3Claude Sonnet 4.697.8#90
4Claude Opus 4.697.6#63
5DeepSeek R197.3#251
6O196.4#183
7Claude 3.7 Sonnet (Thinking)96.2#249 (Claude 3.7 Sonnet)
8DeepSeek V3 (0324)94#340
9O1 Mini90#323
10Gemini 2.0 Flash89.7#342
11Gemma 3 27B89#607
12Claude 3.7 Sonnet82.2#249
13Claude 3.5 Sonnet78#350
14Llama 3.3 70B77#579
15Nova Pro76.6#569

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=vellum-math · How It Works · Data refreshed daily, snapshot 2026-10-20.