KernelBench Hard Normalized (H100)
Code · 2026-09-30
KernelBench Hard H100 PCIe board: 100 times mean cell score divided by the current board-best valid score over the full six-problem deck. Missing, failed and unaudited cells contribute zero. The publisher selects best cells across harness routes/settings per model; block labels do not describe every selected cell. This relative metric changes when the comparison pool changes.
Top models (higher is better)
| Model | Score |
|---|---|
| Claude Fable 5 | 99.2 |
| Kimi K3 | 85.0 |
| Claude Opus 5 | 82.8 |
| GPT-5.6 Sol | 48.6 |
| LongCat-2.0 | 32.5 |
| Opus 4.8 | 0.0 |
| Composer 2.5 | 0.0 |
| Gemini 3.5 Flash | 0.0 |
| GLM-5.2 | 0.0 |
| GPT-5.5 | 0.0 |
| Grok 4.5 | 0.0 |
| Kimi K2.7 Code | 0.0 |
| MiniMax M3 | 0.0 |