ZeroEval MATH-500: leaderboard

Allen AI ZeroEval evaluation of MATH-500: competition-level math problems, scored independently from Artificial Analysis.

Metric: MATH-500 Score. Source: huggingface.co. Source: www.vals.ai. Saturation forecast: Estimated already saturated. 33 models tracked.

Top models

#ModelScoreOverall rank
1LongCat-Flash-Thinking99.2#363
2Sarvam 105B98.6#409
3GLM-4.598.2#275
4GLM 4.5 Air98.1#392
5NVIDIA Nemotron Nano 9B V297.8#823
6Kimi K297.4#243
7Kimi K2 090597.4#288
8Llama 3.1 Nemotron Ultra 253B v197#441
9Sarvam 30B97#719
10Qwen 3 14B96.8#537
11MiniMax M1 80k96.8#432
12LongCat Flash Lite96.8#681
13LongCat-Flash-Chat96.4#331
14Claude 3.7 Sonnet96.2#249
15MiniMax M1 40k96#683

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

Interactive version: theaggregate.ai/benchmark?slug=zeroeval-math-500 · How It Works · Data refreshed daily, snapshot 2026-10-20.