AI BENCHY Failures
Invalid tool call Failures
See which AI models run into Invalid tool call most often, so you can spot reliability risks before choosing one. Sort by: Response Time (avg) ↑.
Categories
| Rank | Model | Company | Invalid tool call Count | Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #138 | Ling-2.6-flash none | Inclusionai | 2 | 5.0 | 6/21 | 9.34s |
| #133 | DeepSeek V3.2 none | DeepSeek | 1 | 5.2 | 6/21 | 13.8s |
| #59 | GLM 5V Turbo medium | Z.ai | 2 | 7.2 | 11/21 | 23.1s |
| #139 | DeepSeek V4 Flash none | DeepSeek | 1 | 5.0 | 5/21 | 26.8s |
| #158 | GLM 4.7 Flash medium | Z.ai | 1 | 4.4 | 4/21 | 35.1s |
| #130 | MiniMax M2.7 medium | Minimax | 1 | 5.3 | 5/21 | 38.2s |
| #119 | Cobuddy medium | Baidu | 1 | 5.6 | 7/21 | 39.9s |
| #78 | Qwen3.6 27B medium | Qwen | 1 | 6.8 | 10/21 | 59.7s |
| #129 | MiniMax M2.5 medium | Minimax | 1 | 5.3 | 5/21 | 65.4s |