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: Total Cost ↓.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #130 | Qwen3.6 Flash none | Qwen | 2 | 3.8 | $0.062 | 0/2 | 26.5s |
| #203 | Grok 4.20 none | X AI | 1 | 1.5 | $0.057 | 0/1 | 6.04s |
| #179 | DeepSeek V3.2 none | DeepSeek | 2 | 4.8 | $0.054 | 0/2 | 113.5s |
| #156 | DeepSeek V4 Flash none | DeepSeek | 2 | 4.6 | $0.042 | 0/2 | 179.6s |
| #49 | DeepSeek V4 Flash high | DeepSeek | 1 | 6.4 | $0.041 | 1/2 | 104.1s |
| #175 | Qwen3.5-9B none | Qwen | 2 | 3.0 | $0.021 | 0/2 | 194.0s |
| #127 | gpt-oss-120b medium | OpenAI | 1 | 6.5 | $0.019 | 1/2 | 24.0s |
| #124 | Gemini 2.5 Flash none | 1 | 3.0 | $0.017 | 0/2 | 61.2s | |
| #182 | GLM 4.7 Flash none | Z.ai | 2 | 3.0 | $0.016 | 0/2 | 50.2s |
| #162 | Gemma 4 26B A4B none | 1 | 3.0 | $0.015 | 0/2 | 37.2s | |
| #198 | Laguna M.1 none | Poolside | 1 | 1.5 | $0.009 | 0/1 | 4.32s |
| #166 | Laguna XS 2.1 none | Poolside | 1 | 3.0 | $0.008 | 0/2 | 10.4s |
| #207 | Granite 4.1 8B none | IBM Granite | 2 | 3.0 | $0.007 | 0/2 | 9.28s |
| #184 | Ling-2.6-flash none | Inclusionai | 2 | 3.0 | $0.002 | 0/2 | 35.7s |
| #143 | North Mini Code medium | Cohere | 1 | 2.9 | $0.000 | 0/2 | 554.9s |