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: Tests Correct ↓.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #110 | GPT-5.4 Mini medium | OpenAI | 1 | 6.9 | $0.786 | 1/2 | 59.6s |
| #113 | Gemini 3.1 Flash Lite Preview medium | 1 | 7.2 | $0.117 | 1/2 | 16.6s | |
| #118 | Qwen3.8 2.4T A95B high | Qwen | 1 | 6.9 | $2.357 | 1/2 | 266.1s |
| #124 | GLM 5.3 Flash high | Z.ai | 1 | 6.4 | $0.034 | 1/2 | 91.1s |
| #125 | Gemini 3.1 Flash Lite medium | 1 | 7.2 | $0.120 | 1/2 | 18.5s | |
| #127 | DeepSeek V4 Flash 0731 medium | DeepSeek | 1 | 7.3 | $0.046 | 1/2 | 150.6s |
| #129 | Kimi K2.6 medium | Moonshot AI | 1 | 6.9 | $1.247 | 1/2 | 458.6s |
| #130 | KAT-Coder-Pro V2.5 high | Kwaipilot | 1 | 7.3 | $0.506 | 1/2 | 106.7s |
| #135 | Qwen3.5-122B-A10B medium | Qwen | 1 | 6.4 | $1.047 | 1/2 | 313.5s |
| #137 | Step 3.7 Flash low | Stepfun | 1 | 7.3 | $0.390 | 1/2 | 66.2s |
| #142 | DeepSeek V3.2 medium | DeepSeek | 1 | 7.3 | $0.078 | 1/2 | 79.9s |
| #145 | Mercury 2 medium | Inception | 1 | 6.7 | $0.094 | 1/2 | 7.84s |
| #146 | Grok 4.20 medium | X AI | 1 | 8.7 | $0.805 | 1/2 | 42.2s |
| #148 | Kimi K2.5 medium | Moonshot AI | 1 | 6.7 | $0.479 | 1/2 | 89.2s |
| #151 | Qwen3.7 Flash medium | Qwen | 1 | 6.4 | $0.065 | 1/2 | 314.2s |