Kernel Arena - WaferBench NVFP4 — leaderboard
Kernel Arena NVFP4 suite for fused inference kernels on NVIDIA B200, scored by correctness plus speedup versus FlashInfer references.
Metric: Mean Correctness+Speedup. Source: kernelarena.ai. Status: saturation imminent. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 2.27 |
| 2 | GPT-5.4 | 2.18 |
| 3 | Claude Opus 4.6 | 2.03 |
Interactive version: theaggregate.ai/benchmark?slug=kernel-arena-waferbench-nvfp4 · How the rankings work · Data refreshed daily, snapshot 2026-07-22.