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: Score ↓.
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| Rank | Model | Company | Invalid tool call Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #289 | GLM 4.7 Flash medium | Z.ai | 2 | 4.3 | $0.168 | 4/22 | 134.3s |
| #290 | Elephant Alpha medium | Openrouter | 1 | 4.3 | $0.000 | 6/21 | 1.27s |
| #293 | Grok 4.20 none | X AI | 1 | 4.1 | $0.057 | 6/18 | 1.11s |
| #294 | Laguna Xs.2 medium | Poolside | 1 | 4.1 | $0.015 | 6/19 | 6.73s |
| #297 | Ling 3.0 Tiny none | Inclusionai | 1 | 4.0 | $0.000 | 2/22 | 14.0s |
| #298 | Granite 4.1 8B none | IBM Granite | 2 | 4.0 | $0.007 | 2/22 | 1.44s |
| #299 | Nemotron 3.5 Lightning none | NVIDIA | 2 | 4.0 | $0.007 | 3/22 | 1.21s |
| #301 | Ling 3.0 Tiny high | Inclusionai | 1 | 3.8 | $0.000 | 4/22 | 75.7s |
| #302 | Ling 3.0 Tiny low | Inclusionai | 1 | 3.8 | $0.000 | 4/22 | 66.2s |
| #305 | Ling 3.0 Tiny medium | Inclusionai | 1 | 3.8 | $0.000 | 4/22 | 68.1s |
| #306 | Laguna Xs.2 none | Poolside | 1 | 3.8 | $0.004 | 5/19 | 806ms |