CodegenBench - LeetSunway: leaderboard
The LeetSunway part of CodegenBench (2026): 20 computation kernels that must be written for the SW26010 many-core processor of the Sunway TaihuLight supercomputer, using its master-slave core paradigm with little public example code. Pass@1 in percent, zero-shot; higher is better.
Metric: Pass@1 (%): share of problems whose first generated program compiles, runs and matches the reference output within tolerance; zero-shot through the official APIs with a short optimization system prompt, on the 20 LeetSunway kernels that must use the master-slave core paradigm of the SW26010 processor (Sunway TaihuLight, swgcc); higher is better. Source: arxiv.org. Saturation forecast: Around February 2027. 9 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 4.7 | 48 | #79 |
| 2 | Claude Opus 4.6 | 33 | #102 |
| 3 | Qwen 3.6 Plus | 22 | #222 |
| 4 | Claude Sonnet 4.6 | 6 | #161 |
| 5 | DeepSeek V4 Flash | 5 | #258 |
| 6 | DeepSeek V3.2 | 0 | #406 |
| 7 | DeepSeek V4 Pro | 0 | #188 |
| 8 | Qwen 3.5 Plus | 0 | #232 |
| 9 | Qwen 3.6 Flash | 0 | #424 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=codegenbench-leetsunway · How It Works · Data refreshed daily, snapshot 2026-11-13.