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: Response Time (avg) ↑.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #77 | Kimi K2.5 medium | Moonshot AI | 1 | 6.7 | $0.600 | 1/2 | 89.2s |
| #171 | North Mini Code none | Cohere | 2 | 3.2 | $0.000 | 0/2 | 96.2s |
| #45 | DeepSeek V4 Flash high | DeepSeek | 1 | 6.4 | $0.042 | 1/2 | 104.1s |
| #69 | KAT-Coder-Pro V2.5 high | Kwaipilot | 1 | 7.3 | $0.482 | 1/2 | 106.7s |
| #173 | DeepSeek V3.2 none | DeepSeek | 2 | 4.8 | $0.054 | 0/2 | 113.5s |
| #84 | MiMo-V2.5-Pro medium | Xiaomi | 1 | 6.9 | $0.187 | 1/2 | 125.4s |
| #127 | Qwen3.5-35B-A3B none | Qwen | 1 | 3.8 | $0.106 | 0/2 | 128.3s |
| #142 | Qwen3.5-122B-A10B none | Qwen | 1 | 5.2 | $0.247 | 0/2 | 129.3s |
| #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 | |
| #57 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 6.9 | $0.437 | 1/2 | 175.8s |
| #150 | DeepSeek V4 Flash none | DeepSeek | 2 | 4.6 | $0.044 | 0/2 | 179.6s |
| #92 | KAT-Coder-Pro V2.5 none | Kwaipilot | 1 | 4.1 | $0.476 | 0/2 | 183.1s |
| #36 | Qwen3.7 Plus medium | Qwen | 1 | 8.2 | $0.267 | 1/2 | 190.3s |
| #169 | Qwen3.5-9B none | Qwen | 2 | 3.0 | $0.021 | 0/2 | 194.0s |