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) |
|---|---|---|---|---|---|---|---|
| #304 | Qwen3.5-35B-A3B none | Qwen | 1 | 0.4 | $0.120 | 0/2 | 128.3s |
| #308 | Ling 3.1 Flash none | Inclusionai | 1 | 0.3 | $0.000 | 0/2 | 25.4s |
| #309 | Gemini 2.5 Flash none | 1 | 0.3 | $0.017 | 0/2 | 61.2s | |
| #311 | Gemma 4 26B A4B none | 1 | 0.3 | $0.031 | 0/2 | 37.2s | |
| #312 | GLM 5V Turbo medium | Z.ai | 1 | 0.3 | $0.457 | 0/1 | 15.1s |
| #315 | Qwen3.8 27B none | Qwen | 1 | 0.3 | ~$0.010 | 0/2 | 24.1s |
| #316 | North Mini Code medium | Cohere | 1 | 0.3 | $0.000 | 0/2 | 554.9s |
| #318 | MiMo-V2.6-Flash none | Xiaomi | 1 | 0.4 | $0.060 | 0/2 | 4.78s |
| #322 | GPT-5.6 Luna none | OpenAI | 1 | 0.3 | $0.042 | 0/2 | 6.68s |
| #326 | Laguna XS 2.1 none | Poolside | 1 | 0.3 | $0.020 | 0/2 | 10.4s |
| #328 | Inkling Small low | Thinkingmachines | 1 | 0.3 | $0.055 | 0/2 | 4.08s |
| #329 | Ling 3.0 Flash none | Inclusionai | 1 | 0.3 | $0.004 | 0/2 | 8.58s |
| #330 | Nemotron 3.5 Lightning high | NVIDIA | 1 | 0.6 | $0.168 | 1/2 | 160.5s |
| #339 | Apodex 1.1 Mini default | Apodex | 1 | 0.3 | $0.000 | 0/2 | 17.0s |
| #342 | MiniMax M2.7 medium | Minimax | 1 | 0.4 | $0.326 | 0/2 | 72.1s |