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) |
|---|---|---|---|---|---|---|---|
| #192 | Laguna M.1 none | Poolside | 1 | 4.4 | $0.009 | 4/19 | 2.89s |
| #193 | Elephant Alpha none | Openrouter | 1 | 4.3 | $0.000 | 5/21 | 1.22s |
| #194 | GLM 4.7 Flash medium | Z.ai | 2 | 4.3 | $0.166 | 4/22 | 142.6s |
| #195 | Elephant Alpha medium | Openrouter | 1 | 4.3 | $0.000 | 6/21 | 1.27s |
| #197 | Grok 4.20 none | X AI | 1 | 4.1 | $0.057 | 6/18 | 1.11s |
| #198 | Laguna Xs.2 medium | Poolside | 1 | 4.1 | $0.015 | 6/19 | 6.73s |
| #201 | Granite 4.1 8B none | IBM Granite | 2 | 4.0 | $0.007 | 2/22 | 1.45s |
| #205 | Laguna Xs.2 none | Poolside | 1 | 3.8 | $0.004 | 5/19 | 806ms |