Benchmark
KernelBench Hard
What is KernelBench Hard?
KernelBench Hard evaluates agentic GPU kernel optimization on the hardest problem set. Each question is scored by the agent's submitted operator TFLOPs…
- Modality
- text
- Evaluates
- agents, code, systems
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 1
Source provenance
KernelBench Hard results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| MiniMax M3 | MiniMax | 0.288 | 2026-06-01 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.