LLM GPU Kernel Generation: leaderboard
Metric: Pass Rate (%). Source: arxiv.org. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 | 100 |
| 2 | Claude Opus 4.7 | 99.6 |
| 3 | Qwen 3.7 Max | 97.1 |
| 4 | Kimi K2.6 | 91.5 |
| 5 | DeepSeek V4 Pro | 81 |
| 6 | GLM-5.1 | 60.9 |
Interactive version: theaggregate.ai/benchmark?slug=llm-gpu-kernel-generation · How It Works · Data refreshed daily, snapshot 2026-09-05.