wafer-ai/kernel-arena
Python
Captured source
source ↗wafer-ai/kernel-arena
Description: Public benchmark results from Kernel Arena, a leaderboard for LLM-generated AI accelerator kernels.
Language: Python
Stars: 19
Forks: 0
Open issues: 0
Created: 2026-03-10T21:23:03Z
Pushed: 2026-03-11T16:41:33Z
Default branch: main
Fork: no
Archived: no
README:
Kernel Arena — Benchmark Results
Public benchmark results from Kernel Arena, a leaderboard for LLM-generated AI accelerator kernels.
Benchmark Suites
| Suite | Hardware | Tasks | Models | Reference | | --- | --- | --- | --- | --- | | [WaferBench NVFP4](waferbench-nvfp4-b200/) | NVIDIA B200 (CUDA 12.8) | 6 fused NVFP4 inference kernels | GPT-5.4, Claude-4.6-Opus, Composer-1.5, Gemini-3.1-Pro | FlashInfer 0.2.6.post1 | | [KernelBench HIP](kernelbench-hip-mi300x/) | AMD MI300X (ROCm 7.0) | 41 kernels across 4 difficulty levels | 11 models from Anthropic, OpenAI, Google, xAI, Moonshot, Z.AI | PyTorch (torch.allclose) |
Links
- Leaderboard: kernelarena.ai/eval
- Methodology: kernelarena.ai/methodology
- Reward Hacking Catalog: kernelarena.ai/resources
Notability
notability 3.0/10New repo with low stars.