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) |
|---|---|---|---|---|---|---|---|
| #197 | Grok 4.20 none | X AI | 1 | 1.5 | $0.057 | 0/1 | 6.04s |
| #124 | Qwen3.6 Flash none | Qwen | 2 | 3.8 | $0.062 | 0/2 | 26.5s |
| #102 | Laguna XS 2.1 medium | Poolside | 1 | 6.3 | $0.068 | 1/2 | 218.1s |
| #125 | Qwen3.5-Flash none | Qwen | 1 | 2.9 | $0.073 | 0/2 | 243.6s |
| #76 | DeepSeek V3.2 medium | DeepSeek | 1 | 7.3 | $0.078 | 1/2 | 79.9s |
| #101 | MiMo-V2.5 medium | Xiaomi | 1 | 8.7 | $0.082 | 1/2 | 78.0s |
| #191 | Grok 4.20 Beta none | X AI | 1 | 1.5 | $0.087 | 0/1 | 6.48s |
| #152 | Qwen3.6 27B none | Qwen | 2 | 3.2 | $0.087 | 0/2 | 83.1s |
| #95 | Gemma 4 26B A4B medium | 1 | 6.3 | $0.089 | 1/2 | 492.9s | |
| #78 | Mercury 2 medium | Inception | 1 | 6.7 | $0.093 | 1/2 | 7.84s |
| #82 | DeepSeek V4 Pro none | DeepSeek | 1 | 7.9 | $0.096 | 1/2 | 71.6s |
| #108 | Ring-2.6-1T medium | Inclusionai | 1 | 7.3 | $0.103 | 1/2 | 257.3s |
| #127 | Qwen3.5-35B-A3B none | Qwen | 1 | 3.8 | $0.106 | 0/2 | 128.3s |
| #64 | Gemini 3.1 Flash Lite Preview medium | 1 | 7.2 | $0.115 | 1/2 | 16.6s | |
| #65 | Gemini 3.1 Flash Lite medium | 1 | 7.2 | $0.117 | 1/2 | 18.5s |