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: Response Time (avg) ↑.
Failure Reasons
Categories
| Rank | Model | Company | Invalid tool call Count | Category Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #163 | Granite 4.1 8B none | IBM Granite | 1 | 3.0 | 0/1 | 1.88s |
| #122 | GLM 4.7 Flash none | Z.ai | 1 | 3.0 | 0/1 | 3.22s |
| #32 | Gemini 3.5 Flash minimal | 1 | 3.0 | 0/1 | 3.56s | |
| #128 | Qwen3.6 Flash none | Qwen | 1 | 3.0 | 0/1 | 4.22s |
| #145 | Laguna M.1 none | Poolside | 1 | 3.0 | 0/1 | 4.32s |
| #154 | Qwen3.5-9B none | Qwen | 1 | 3.0 | 0/1 | 5.91s |
| #127 | Grok 4.20 none | X AI | 1 | 3.0 | 0/1 | 6.04s |
| #106 | Grok 4.20 Beta none | X AI | 1 | 3.0 | 0/1 | 6.48s |
| #118 | Qwen3.6 27B none | Qwen | 1 | 3.0 | 0/1 | 9.95s |
| #59 | GLM 5V Turbo medium | Z.ai | 1 | 6.9 | 0/1 | 15.1s |
| #112 | GLM 5.1 none | Z.ai | 1 | 2.8 | 0/1 | 32.6s |
| #138 | Ling-2.6-flash none | Inclusionai | 1 | 3.0 | 0/1 | 35.3s |
| #130 | MiniMax M2.7 medium | Minimax | 1 | 4.7 | 0/1 | 41.0s |
| #119 | Cobuddy medium | Baidu | 1 | 3.0 | 0/1 | 47.4s |
| #129 | MiniMax M2.5 medium | Minimax | 1 | 4.5 | 0/1 | 60.4s |