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KernelBench Hard Benchmark Scores

Each model's audited KernelBench Hard pass rate. Color = provider.

KernelBench Hard Benchmark Scores
KernelBench Hard Benchmark Scores
Each model's audited KernelBench Hard pass rate. Color = provider.

How to read this chart

Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.

Data sources
KernelBench Hard
Data updated Jul 15, 2026
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