A multilingual mathematical reasoning benchmark that tests whether math performance transfers across languages rather than only in English.
BenchLM mirrors the published score view for PolyMath. Qwen3.7 Max leads the public snapshot at 86.5%. BenchLM does not use these results to rank models overall.
Year
2026
Tasks
Multilingual math problems
Format
Cross-lingual mathematical reasoning
Difficulty
Advanced multilingual reasoning
PolyMath isolates cross-lingual math transfer rather than general chat quality. It is useful for spotting models that keep surface fluency in other languages but lose structured reasoning quality.
Version
PolyMath 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
A multilingual mathematical reasoning benchmark that tests whether math performance transfers across languages rather than only in English.
Qwen3.7 Max by Alibaba currently leads with a score of 86.5% on PolyMath.
1 AI models have been evaluated on PolyMath on BenchLM.
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