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) ↓.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #110 | GPT-5.4 Mini medium | OpenAI | 1 | 6.9 | $0.786 | 1/2 | 59.6s |
| #221 | GLM 5.3 Flash low | Z.ai | 1 | 3.8 | $0.018 | 0/2 | 54.7s |
| #34 | Pareto none | Unbiased | 1 | 7.2 | $1.172 | 1/2 | 53.5s |
| #160 | GLM 5.3 low | Z.ai | 1 | 3.8 | $0.257 | 0/2 | 53.0s |
| #68 | Claude Sonnet 5 medium | Anthropic | 1 | 7.3 | $0.922 | 1/2 | 51.9s |
| #189 | Ling-3.0-flash high | Inclusionai | 2 | 2.9 | $0.021 | 0/2 | 50.4s |
| #292 | GLM 4.7 Flash none | Z.ai | 2 | 3.0 | $0.016 | 0/2 | 50.2s |
| #165 | GLM 5.2 none | Z.ai | 1 | 6.9 | $0.221 | 1/2 | 50.2s |
| #297 | Cobuddy medium | Baidu | 1 | 1.5 | $0.000 | 0/1 | 47.4s |
| #231 | GLM 5.1 none | Z.ai | 1 | 2.8 | $0.164 | 0/2 | 46.9s |
| #47 | Muse Spark 1.1 medium | Meta | 1 | 8.3 | $1.420 | 1/2 | 42.6s |
| #146 | Grok 4.20 medium | X AI | 1 | 8.7 | $0.805 | 1/2 | 42.2s |
| #155 | Step 3.7 Flash high | Stepfun | 1 | 8.7 | $1.229 | 1/2 | 41.2s |
| #45 | Muse Spark 1.2 high | Meta | 1 | 8.0 | $1.771 | 1/2 | 39.9s |
| #238 | Gemma 4 26B A4B none | 1 | 3.0 | $0.017 | 0/2 | 37.2s |