Reasoning
195 tasks
Best: Claude Code
Tool-Use
180 tasks
Best: OpenClaw (Miaoda)
Memory
30 tasks
Best: OpenClaw (Miaoda)
Multimodal
25 tasks
Best: OpenClaw (Miaoda)
Collaboration
30 tasks
Best: OpenClaw (Miaoda)
| Framework | Reasoning | Tool-Use | Memory | Multimodal | Collaboration | Avg |
|---|
| Claude Code | 100.0 | 91.0 | 87.5 | 88.0 | 84.0 | 90.1 |
| Manus | 100.0 | 91.0 | 87.5 | 88.0 | 84.0 | 90.1 |
| OpenClaw | 100.0 | 91.0 | 87.5 | 88.0 | 84.0 | 90.1 |
| OpenClaw (Miaoda) | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| WorkBuddy | 100.0 | 91.0 | 87.5 | 88.0 | 84.0 | 90.1 |