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) |
|---|---|---|---|---|---|---|---|
| #160 | GLM 5.3 low | Z.ai | 1 | 3.8 | $0.257 | 0/2 | 53.0s |
| #85 | Gemini 3.5 Flash Lite medium | 1 | 7.3 | $0.272 | 1/2 | 17.9s | |
| #83 | Qwen3.7 Plus medium | Qwen | 1 | 8.2 | $0.277 | 1/2 | 190.3s |
| #212 | GPT-5.6 Terra none | OpenAI | 1 | 2.9 | $0.280 | 0/2 | 7.02s |
| #168 | Gemini 3.5 Flash minimal | 2 | 3.0 | $0.300 | 0/2 | 14.4s | |
| #301 | MiniMax M2.5 medium | Minimax | 1 | 3.7 | $0.327 | 0/2 | 83.2s |
| #159 | DeepSeek V4 Pro none | DeepSeek | 1 | 7.9 | $0.351 | 1/2 | 71.6s |
| #137 | Step 3.7 Flash low | Stepfun | 1 | 7.3 | $0.390 | 1/2 | 66.2s |
| #104 | GPT-5.6 Terra low | OpenAI | 1 | 8.7 | $0.420 | 1/2 | 9.68s |
| #36 | Gemini 3.5 Flash low | 1 | 8.2 | $0.449 | 1/2 | 30.0s | |
| #169 | GLM 5V Turbo medium | Z.ai | 1 | 3.4 | $0.457 | 0/1 | 15.1s |
| #107 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 6.9 | $0.459 | 1/2 | 175.8s |
| #71 | Muse Glimmer 30B xhigh | Meta | 1 | 6.0 | $0.471 | 0/2 | 272.7s |
| #148 | Kimi K2.5 medium | Moonshot AI | 1 | 6.7 | $0.479 | 1/2 | 89.2s |
| #166 | KAT-Coder-Pro V2.5 none | Kwaipilot | 1 | 4.1 | $0.487 | 0/2 | 183.1s |