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: Tests Correct ↓.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #105 | Gemini 3.1 Flash Lite low | 1 | 3.2 | $0.621 | 0/2 | 161.2s | |
| #110 | Gemma 4 31B medium | 1 | 2.9 | $0.163 | 0/2 | 433.1s | |
| #117 | GPT-5.6 Luna low | OpenAI | 1 | 2.8 | $0.249 | 0/2 | 13.7s |
| #118 | Gemini 2.5 Flash none | 1 | 3.0 | $0.017 | 0/2 | 61.2s | |
| #119 | Qwen3.5-35B-A3B medium | Qwen | 1 | 3.8 | $0.837 | 0/2 | 512.8s |
| #123 | Inkling low | Thinkingmachines | 2 | 2.9 | $0.187 | 0/2 | 22.7s |
| #124 | Qwen3.6 Flash none | Qwen | 2 | 3.8 | $0.062 | 0/2 | 26.5s |
| #125 | Qwen3.5-Flash none | Qwen | 1 | 2.9 | $0.073 | 0/2 | 243.6s |
| #127 | Qwen3.5-35B-A3B none | Qwen | 1 | 3.8 | $0.106 | 0/2 | 128.3s |
| #132 | GPT-5.6 Terra none | OpenAI | 1 | 2.9 | $0.349 | 0/2 | 7.02s |
| #137 | North Mini Code medium | Cohere | 1 | 2.9 | $0.000 | 0/2 | 554.9s |
| #142 | Qwen3.5-122B-A10B none | Qwen | 1 | 5.2 | $0.247 | 0/2 | 129.3s |
| #150 | DeepSeek V4 Flash none | DeepSeek | 2 | 4.6 | $0.044 | 0/2 | 179.6s |
| #151 | GLM 5.1 none | Z.ai | 1 | 2.8 | $0.164 | 0/2 | 46.9s |
| #152 | Qwen3.6 27B none | Qwen | 2 | 3.2 | $0.087 | 0/2 | 83.1s |