MATH-MC Level 1: leaderboard

MATH-MC Level 1 evaluates multiple-choice mathematical reasoning on the easiest MATH difficulty tier.

Metric: Accuracy (%). Source: github.com. Saturation forecast: Estimated already saturated. 69 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K2.599.3#144
2Kimi K2.699.3#104
3MiMo-V2-Flash99.3#372
4NVIDIA-Nemotron-3-Super-120B-A12B-FP899.3#223
5Gemini 3.1 Pro (Preview)99.07#58
6Gemma 4 31B (IT)99.07#176
7Step 3.5 Flash99.07#270
8GPT-OSS-120B98.84#341
9Qwen 3 Next 80B A3B (Thinking)98.84#320 (Qwen 3 Next 80B A3B)
10MiniMax-M2.598.84#303
11OLMo 3.1 32B (Thinking)98.84#632 (OLMo 3.1 32B)
12DeepSeek V3.2 Speciale98.84#128
13GLM-4.7 FP898.84#209
14GLM-5.1 FP898.84#109
15GPT-5.598.6#31

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

Interactive version: theaggregate.ai/benchmark?slug=math-mc-level-1 · How It Works · Data refreshed daily, snapshot 2026-10-20.