KernelBench Hard vs Effective Cost

X = effective cost (log). Y = KernelBench Hard pass rate. Color = provider.

KernelBench Hard vs Effective Cost
X = effective cost (log). Y = KernelBench Hard pass rate. Color = provider.
Controls:
KernelBench Hard1:1Cost

How to read this chart

Each point is a public model. The chart compares KernelBench Hard % against Effective Cost (per 1M I/O Tokens), with color showing the model provider.