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.
Failure Reasons
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #187 | Qwen3.5-Flash medium | Qwen | 1 | 6.4 | $0.142 | 1/2 | 266.6s |
| #195 | Gemini 2.5 Flash none | 1 | 3.0 | $0.017 | 0/2 | 61.2s | |
| #197 | GPT-5.6 Terra none | OpenAI | 1 | 2.9 | $0.280 | 0/2 | 7.02s |
| #200 | Qwen3.5-Flash none | Qwen | 1 | 2.9 | $0.073 | 0/2 | 243.6s |
| #201 | Qwen3.5-35B-A3B none | Qwen | 1 | 3.8 | $0.142 | 0/2 | 128.3s |
| #206 | GLM 5.3 Flash low | Z.ai | 1 | 3.8 | $0.015 | 0/2 | 54.7s |
| #211 | North Mini Code medium | Cohere | 1 | 2.9 | $0.000 | 0/2 | 554.9s |
| #214 | Inkling Small low | Thinkingmachines | 1 | 3.0 | $0.055 | 0/2 | 4.08s |
| #215 | Ling-3.0-flash none | Inclusionai | 1 | 3.0 | $0.004 | 0/2 | 8.58s |
| #216 | GLM 5.1 none | Z.ai | 1 | 2.8 | $0.164 | 0/2 | 46.9s |
| #218 | Qwen3.5-122B-A10B none | Qwen | 1 | 5.2 | $0.283 | 0/2 | 129.3s |
| #223 | Gemma 4 26B A4B none | 1 | 3.0 | $0.015 | 0/2 | 37.2s | |
| #227 | Nemotron 3.5 Lightning high | NVIDIA | 1 | 6.4 | $0.134 | 1/2 | 160.5s |
| #231 | Qwen3.8 27B none | Qwen | 1 | 3.0 | ~$0.006 | 0/2 | 24.1s |
| #236 | GPT-5.6 Luna none | OpenAI | 1 | 3.2 | $0.029 | 0/2 | 6.68s |