Agentic Coding on SWE-Bench
54.4AccuracyLongCat-Flash-Lite
Evaluation results
| Method | Links | |
|---|---|---|
| LongCat-Flash-LiteArchitecture=MoE + NE, # Total Params=68.5B, # Activated Params=2.9B~4.5B2026.01 | 54.4 | |
| LongCat-Next2026.03 | 43 | |
| Gemini 2.5 Flash-Lite2026.01 | 41.3 | |
| Qwen3-Next-80B-A3B-InstructArchitecture=MoE, # Total Params=80B, # Activated Params=3B2026.01 | 37.6 | |
| Qwen3-Next-80B-A3B-Instruct2026.03 | 37.6 | |
| Kimi-Linear-48B-A3BArchitecture=MoE, # Total Params=48B, # Activated Params=3B2026.01 | 32.8 | |
| Kimi-Linear-48B-A3B2026.03 | 32.8 |