KernelBench CUDA — RTX PRO 6000 Mean Peak Fraction
Code · 2026-07-15
KernelBench CUDA is a four-problem CUDA-only agentic kernel deck on RTX PRO 6000 Blackwell; Triton and other kernel DSL submissions fail its language gate. Scores are the arithmetic mean of per-problem hardware-roofline percentages across cells that KernelBench.com marks valid.
Top models (higher is better)
| Model | Score |
|---|---|
| Kimi K3 | 17.6 |
| Opus 4.8 | 14.5 |
| Grok 4.5 | 3.5 |