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KernelBench-Mega

Reported model scores on KernelBench-Mega, best parseable score first. Each row keeps its verbatim score, test conditions and provenance, and links to the source coverage it was extracted from. Benchmark profile →

Model Score Conditions Provenance Measured Source
Fable 18.71X speedup GPU kernel optimization over optimized PyTorch baselines vendor-reported coverage →
Claude Opus 14.4X speedup GPU kernel optimization over optimized PyTorch baselines independent coverage →

Scores are only comparable within one benchmark under matching conditions — results under different test setups, and scores from other benchmarks, are not directly comparable.

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