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.
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 |