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) |
|---|---|---|---|---|---|---|---|
| #248 | DeepSeek V4 Flash 0423 none | DeepSeek | 2 | 4.6 | $0.040 | 0/2 | 179.6s |
| #97 | DeepSeek V4 Flash 0423 high | DeepSeek | 1 | 6.4 | $0.042 | 1/2 | 104.1s |
| #127 | DeepSeek V4 Flash 0731 medium | DeepSeek | 1 | 7.3 | $0.046 | 1/2 | 150.6s |
| #195 | GPT-5.6 Luna low | OpenAI | 1 | 2.8 | $0.051 | 0/2 | 13.7s |
| #92 | Qwen3.7 Flash high | Qwen | 1 | 6.9 | $0.052 | 1/2 | 232.0s |
| #250 | Laguna S 2.1 medium | Poolside | 2 | 3.2 | $0.053 | 0/2 | 284.7s |
| #257 | Inkling Small none | Thinkingmachines | 1 | 6.5 | $0.054 | 1/2 | 9.33s |
| #279 | DeepSeek V3.2 none | DeepSeek | 2 | 4.8 | $0.054 | 0/2 | 113.5s |
| #229 | Inkling Small low | Thinkingmachines | 1 | 3.0 | $0.055 | 0/2 | 4.08s |
| #310 | Grok 4.20 none | X AI | 1 | 1.5 | $0.057 | 0/1 | 6.04s |
| #89 | Qwen3.8 27B medium | Qwen | 1 | 8.7 | ~$0.058 | 1/2 | 124.5s |
| #205 | Qwen3.6 Flash none | Qwen | 2 | 3.8 | $0.062 | 0/2 | 26.5s |
| #244 | Qwen3.6 27B none | Qwen | 2 | 3.2 | $0.062 | 0/2 | 83.1s |
| #151 | Qwen3.7 Flash medium | Qwen | 1 | 6.4 | $0.065 | 1/2 | 314.2s |
| #181 | Laguna XS 2.1 medium | Poolside | 1 | 6.3 | $0.068 | 1/2 | 218.1s |