AI BENCHY Category Failures
Combined: Invalid tool call
Combined
Invalid tool call
See which AI models are most likely to hit Invalid tool call on Combined, so you can spot weak points faster. Sort by: Tests Correct ↑.
Failure Reasons
Categories
| Rank | Model | Company | Invalid tool call Count | Category Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #31 | GLM 5V Turbo medium | Z.ai | 1 | 6.9 | 0/1 | 15.1s |
| #64 | DeepSeek V3.2 none | DeepSeek | 1 | 6.5 | 0/1 | 115.9s |
| #71 | MiniMax M2.5 medium | Minimax | 1 | 4.5 | 0/1 | 60.4s |
| #74 | GLM 4.7 Flash none | Z.ai | 1 | 3.0 | 0/1 | 3.22s |
| #75 | GLM 5.1 none | Z.ai | 1 | 2.8 | 0/1 | 32.6s |
| #79 | Grok 4.20 Beta none | X AI | 1 | 3.0 | 0/1 | 6.48s |
| #80 | MiniMax M2.7 medium | Minimax | 1 | 4.7 | 0/1 | 41.0s |
| #82 | Grok 4.20 none | X AI | 1 | 3.0 | 0/1 | 6.04s |
| #90 | Qwen3.5-9B none | Qwen | 1 | 3.0 | 0/1 | 5.91s |
| #93 | GLM 4.7 Flash medium | Z.ai | 1 | 2.8 | 0/1 | 65.6s |