AgentWorldBench MCP
AgentWorldBench MCP domain - open-ended rubric evaluation (5 dimensions: Format, Factuality, Consistency, Realism, Quality) for language world models simulating MCP/tool-calling environments. Normalized to 0-100.
Category
General Agents
Max Score
100.0
Score Type
percent
Active
Yes
Model Scores
Scores for AgentWorldBench MCP
| Model | Score | Date | Verified |
|---|---|---|---|
| Qwen-AgentWorld-35B-A3B |
65.00%
|
24.06.2026 | Verified |
| Qwen-AgentWorld-397B-A17B |
87.74%
|
24.06.2026 | Unverified |
| Qwen3.5-35B-A3B |
19.38%
|
24.06.2026 | Unverified |
| Qwen3.5-397B-A17B |
88.20%
|
24.06.2026 | Unverified |
| Qwen3.6-Plus |
2.31%
|
24.06.2026 | Unverified |
| GPT-5.4 |
100.00%
|
24.06.2026 | Unverified |
| Claude Opus 4.8 |
54.93
|
24.06.2026 | Unverified |
| Claude Opus 4.6 |
98.68%
|
24.06.2026 | Unverified |
| Gemini 3.1 Pro |
27.29%
|
24.06.2026 | Unverified |
| Claude Sonnet 4.6 |
99.34%
|
24.06.2026 | Unverified |
| DeepSeek-V4-Pro |
54.98%
|
24.06.2026 | Unverified |
| GLM-5.1 |
83.52%
|
24.06.2026 | Unverified |
| Kimi K2.6 |
67.90%
|
24.06.2026 | Unverified |
| MiniMax-M2.7 |
5.87%
|
24.06.2026 | Unverified |