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) |
|---|---|---|---|---|---|---|
| #32 | Gemini 3.5 Flash minimal | 1 | 3.0 | 0/1 | 3.56s | |
| #59 | GLM 5V Turbo medium | Z.ai | 1 | 6.9 | 0/1 | 15.1s |
| #78 | Qwen3.6 27B medium | Qwen | 1 | 7.0 | 0/1 | 83.1s |
| #106 | Grok 4.20 Beta none | X AI | 1 | 3.0 | 0/1 | 6.48s |
| #112 | GLM 5.1 none | Z.ai | 1 | 2.8 | 0/1 | 32.6s |
| #118 | Qwen3.6 27B none | Qwen | 1 | 3.0 | 0/1 | 9.95s |
| #119 | Cobuddy medium | Baidu | 1 | 3.0 | 0/1 | 47.4s |
| #122 | GLM 4.7 Flash none | Z.ai | 1 | 3.0 | 0/1 | 3.22s |
| #127 | Grok 4.20 none | X AI | 1 | 3.0 | 0/1 | 6.04s |
| #128 | Qwen3.6 Flash none | Qwen | 1 | 3.0 | 0/1 | 4.22s |
| #129 | MiniMax M2.5 medium | Minimax | 1 | 4.5 | 0/1 | 60.4s |
| #130 | MiniMax M2.7 medium | Minimax | 1 | 4.7 | 0/1 | 41.0s |
| #133 | DeepSeek V3.2 none | DeepSeek | 1 | 6.5 | 0/1 | 115.9s |
| #138 | Ling-2.6-flash none | Inclusionai | 1 | 3.0 | 0/1 | 35.3s |
| #139 | DeepSeek V4 Flash none | DeepSeek | 1 | 4.5 | 0/1 | 112.0s |