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: Total Cost ↓.
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| Rank | Model | Company | Invalid tool call Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #343 | Dots 3 Note Preview default | Dots Studio | 1 | 0.5 | $0.000 | 3/23 | 5.36s |
| #360 | North Mini Code default | Cohere | 2 | 0.5 | $0.000 | 4/23 | 29.5s |
| #381 | Cobuddy medium | Baidu | 1 | 0.4 | $0.000 | 7/22 | 38.0s |
| #395 | Ling 3.0 Tiny default | Inclusionai | 1 | 0.4 | $0.000 | 2/23 | 13.4s |
| #399 | Ling 3.0 Tiny high | Inclusionai | 1 | 0.4 | $0.000 | 4/23 | 72.2s |
| #400 | Ling 3.0 Tiny low | Inclusionai | 1 | 0.4 | $0.000 | 4/23 | 63.2s |
| #401 | Ling 3.0 Tiny medium | Inclusionai | 1 | 0.4 | $0.000 | 4/23 | 65.0s |
| #404 | Elephant Alpha default | Openrouter | 1 | 0.4 | $0.000 | 5/21 | 1.22s |
| #405 | Elephant Alpha medium | Openrouter | 1 | 0.4 | $0.000 | 6/21 | 1.27s |
| #412 | Xing4.0 29b A4b none | Xingchen AGI | 1 | 0.3 | $0.000 | 0/23 | 42.7s |