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) |
|---|---|---|---|---|---|---|---|
| #25 | Qwen3.7 Max medium | Qwen | 1 | 8.7 | $1.157 | 1/2 | 287.8s |
| #135 | Qwen3.5-122B-A10B medium | Qwen | 1 | 6.4 | $1.047 | 1/2 | 313.5s |
| #72 | Inkling high | Thinkingmachines | 1 | 7.3 | $1.046 | 1/2 | 63.8s |
| #108 | Qwen3.5-27B medium | Qwen | 1 | 7.3 | $0.982 | 1/2 | 595.2s |
| #68 | Claude Sonnet 5 medium | Anthropic | 1 | 7.3 | $0.922 | 1/2 | 51.9s |
| #78 | GPT-5.6 Terra high | OpenAI | 1 | 8.7 | $0.836 | 1/2 | 13.7s |
| #146 | Grok 4.20 medium | X AI | 1 | 8.7 | $0.805 | 1/2 | 42.2s |
| #110 | GPT-5.4 Mini medium | OpenAI | 1 | 6.9 | $0.786 | 1/2 | 59.6s |
| #29 | Qwen3.8 Max medium | Qwen | 1 | 8.7 | $0.771 | 1/2 | 91.3s |
| #204 | Trinity Large Thinking medium | Arcee AI | 2 | 2.9 | $0.756 | 0/2 | 382.7s |
| #154 | Qwen3.6 Flash medium | Qwen | 1 | 6.5 | $0.741 | 1/2 | 299.2s |
| #101 | Nemotron 3 Ultra medium | NVIDIA | 1 | 6.3 | $0.701 | 1/2 | 218.2s |
| #67 | Muse Spark 1.3 low | Meta | 1 | 7.3 | $0.689 | 1/2 | 25.7s |
| #64 | Muse Spark 1.1 low | Meta | 1 | 6.6 | $0.673 | 1/2 | 29.4s |
| #177 | Qwen3.6 35B A3B medium | Qwen | 1 | 3.0 | $0.672 | 0/2 | 817.6s |