Kernel Arena - WaferBench NVFP4: leaderboard
Kernel Arena: Cursor-harness runs on six NVFP4 fused-inference kernel tasks for NVIDIA B200. The score is mean correctness plus speedup versus FlashInfer references; incorrect kernels score zero. Scores come from Wafer’s official suite exports.
Metric: Mean Correctness+Speedup. Source: github.com. Saturation forecast: Around July 2027. 4 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 2.27 | #58 |
| 2 | GPT-5.4 | 2.18 | #79 |
| 3 | Claude Opus 4.6 | 2.03 | #63 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=kernel-arena-waferbench-nvfp4 · How It Works · Data refreshed daily, snapshot 2026-10-20.