GPU kernel engineering on TriMul kernel
1,030TriMul Latency (µs)K-Search
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| K-SearchLanguage=Triton, Model=GPT-5.2 + Gemini-3-Pro, Iterations=3002026.02 | 1,030 | — | — | — | — | |
| shiyegaoLanguage=CUDA2026.02 | 1,074 | — | — | — | — | |
| Aster2026.02 | 1,114 | — | — | — | — | |
| Zeyu ShenLanguage=Triton2026.02 | 1,140 | — | — | — | — | |
| Prev. Best AI2026.02 | 1,161 | — | — | — | — | |
| TTTLanguage=Triton, Model=GPT-OSS-20B w/ RL, Iterations=256002026.02 | 1,161 | — | — | — | — | |
| Best Human2026.02 | 1,371 | — | — | — | — | |
| EUREKAGENT2026.06 | 2,005.03 | — | — | — | — | |
| Prev. Best Human2026.06 | 2,096.04 | — | — | — | — | |
| Prev. Best AI2026.06 | 2,247.78 | — | — | — | — | |
| SIMPLETESModel=gpt-oss-120b2026.04 | 1,122,000 | — | — | — | — | |
| Zeyu ShenModel=Human2026.04 | 1,131,000 | — | — | — | — | |
| 1st humanModel=N/A2026.01 | — | 4,531.5 | 1,371.1 | 1,038.9 | 2,515.8 | |
| 2nd humanModel=N/A2026.01 | — | 4,918.5 | 2,368 | 2,362.4 | 5,165 | |
| 3rd humanModel=N/A2026.01 | — | 5,182.2 | 2,545.7 | 1,931 | 5,359.3 | |
| 4th humanModel=N/A2026.01 | — | 6,097.8 | 3,654.8 | 2,248.9 | 5,981.4 | |
| 5th humanModel=N/A2026.01 | — | 8,345 | 4,233.1 | 6,503.8 | 8,365.1 | |
| Best-of-25600Model=gpt-oss-120b2026.01 | — | 9,219.7 | 5,390.3 | 3,254.9 | 4,902 | |
| TTT-DiscoverModel=gpt-oss-120b2026.01 | — | 2,198.2 | 1,161.2 | 914.2 | 1,555.7 |