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MatFlowBench Experimental Pass@4

Science · 2026-10-09

Share of the 20 experimental MatFlowBench tasks that a model passes in at least one of its four rollouts.

Top models (higher is better)

ModelScore
GPT-6 Astra80.0
Claude Sonnet 5.575.0
Claude Opus 5.565.0
Gemini 3.8 Flash65.0
GPT-6.1 Sol65.0
Muse Spark 1.360.0
Grok 4.755.0
Hy4 Preview55.0
Kimi K345.0
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