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) |
|---|---|---|---|---|---|---|---|
| #90 | Qwen3.6 35B A3B medium | Qwen | 1 | 3.0 | $0.746 | 0/2 | 817.6s |
| #92 | KAT-Coder-Pro V2.5 none | Kwaipilot | 1 | 4.1 | $0.476 | 0/2 | 183.1s |
| #93 | GLM 5V Turbo medium | Z.ai | 1 | 3.4 | $0.457 | 0/1 | 15.1s |
| #95 | Gemma 4 26B A4B medium | 1 | 6.3 | $0.089 | 1/2 | 492.9s | |
| #96 | GLM 5.2 none | Z.ai | 1 | 6.9 | $0.151 | 1/2 | 50.2s |
| #101 | MiMo-V2.5 medium | Xiaomi | 1 | 8.7 | $0.082 | 1/2 | 78.0s |
| #102 | Laguna XS 2.1 medium | Poolside | 1 | 6.3 | $0.068 | 1/2 | 218.1s |
| #104 | Gemini 3.1 Flash Lite Preview low | 1 | 3.0 | $0.646 | 0/2 | 160.6s | |
| #105 | Gemini 3.1 Flash Lite low | 1 | 3.2 | $0.621 | 0/2 | 161.2s | |
| #108 | Ring-2.6-1T medium | Inclusionai | 1 | 7.3 | $0.103 | 1/2 | 257.3s |
| #110 | Gemma 4 31B medium | 1 | 2.9 | $0.163 | 0/2 | 433.1s | |
| #114 | Qwen3.5-Flash medium | Qwen | 1 | 6.4 | $0.139 | 1/2 | 266.6s |
| #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 |