| Benchmark | Model | Rank | Results |
|---|---|---|---|
| instruction-following-on-multichallenge | Ling-3.1-flash | #1 | Accuracy: 69.78 |
| vulnerability-reproduction-on-cybergym | Ling-3.1-flash | #2 | Success Rate: 87.9 |
| code-generation-on-terminal-bench-4-0 | Ling-3.1-flash (LingCode) | #5 | Accuracy: 46.03 |