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Kernel Bench L3 — leaderboard

Kernel optimization benchmark reporting median speedup over a PyTorch eager reference and the fraction of problems faster than torch.compile.

Source: qwen.ai.

Interactive version: theaggregate.ai/benchmark?slug=kernel-bench-l3 · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

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