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MGSM: leaderboard

A multilingual benchmark for mathematical questions.

Metric: Accuracy (%). Source: vals.ai. Source: benchmarklist.com. 75 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 4.5 (20251101) (Thinking)95.2#74 (Claude Opus 4.5 (20251101))
2Claude Opus 4.5 (20251101)94.76#74
3Claude Opus 4.1 (20250805) (Thinking)94.44#132 (Claude Opus 4.1 (20250805))
4Claude Sonnet 4.5 (Thinking)94.33#142 (Claude Sonnet 4.5)
5Claude Opus 4.1 (20250805)94.22#132
6GPT-5.294#110
7GPT-5.2 (2025-12-11) (xHigh)94
8Gemini 3 Pro (Preview) (High)93.93#66 (Gemini 3 Pro (Preview))
9Claude Opus 4 (20250514)93.78#154
10Claude Opus 493.78#163
11O4 Mini (2025-04-16) (High)93.42#179 (O4 Mini (2025-04-16))
12Gemini 3 Flash (Preview) (High)93.31#82 (Gemini 3 Flash (Preview))
13Claude Sonnet 4 (20250514)93.02#213
14Claude 3.7 Sonnet (20250219) (Thinking)92.98#201 (Claude 3.7 Sonnet (20250219))
15GPT-5.1 (2025-11-13) (High)92.98#101 (GPT-5.1 (2025-11-13))

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

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

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab. How It Works · Privacy
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