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) |
|---|---|---|---|---|---|---|---|
| #176 | GLM 4.7 Flash none | Z.ai | 2 | 3.0 | $0.016 | 0/2 | 50.2s |
| #23 | Claude Sonnet 5 medium | Anthropic | 1 | 7.3 | $0.922 | 1/2 | 51.9s |
| #56 | GPT-5.4 Mini medium | OpenAI | 1 | 6.9 | $0.756 | 1/2 | 59.6s |
| #118 | Gemini 2.5 Flash none | 1 | 3.0 | $0.017 | 0/2 | 61.2s | |
| #28 | Inkling high | Thinkingmachines | 1 | 7.3 | $1.006 | 1/2 | 63.8s |
| #67 | Step 3.7 Flash low | Stepfun | 1 | 7.3 | $0.454 | 1/2 | 66.2s |
| #27 | Muse Spark 1.1 high | Meta | 2 | 5.9 | $1.694 | 0/2 | 70.3s |
| #82 | DeepSeek V4 Pro none | DeepSeek | 1 | 7.9 | $0.096 | 1/2 | 71.6s |
| #172 | MiniMax M2.7 medium | Minimax | 1 | 3.8 | $0.163 | 0/2 | 72.1s |
| #101 | MiMo-V2.5 medium | Xiaomi | 1 | 8.7 | $0.082 | 1/2 | 78.0s |
| #76 | DeepSeek V3.2 medium | DeepSeek | 1 | 7.3 | $0.078 | 1/2 | 79.9s |
| #29 | Step 3.7 Flash medium | Stepfun | 1 | 7.3 | $0.515 | 1/2 | 80.9s |
| #152 | Qwen3.6 27B none | Qwen | 2 | 3.2 | $0.087 | 0/2 | 83.1s |
| #190 | MiniMax M2.5 medium | Minimax | 1 | 3.7 | $0.340 | 0/2 | 83.2s |
| #2 | Gemini 3.5 Flash high | 1 | 8.2 | $1.976 | 1/2 | 84.1s |