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) |
|---|---|---|---|---|---|---|---|
| #174 | Gemini 3.1 Flash Lite Preview low | 1 | 3.0 | $0.646 | 0/2 | 160.6s | |
| #176 | Gemini 3.1 Flash Lite low | 1 | 3.2 | $0.621 | 0/2 | 161.2s | |
| #107 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 6.9 | $0.459 | 1/2 | 175.8s |
| #248 | DeepSeek V4 Flash 0423 none | DeepSeek | 2 | 4.6 | $0.040 | 0/2 | 179.6s |
| #319 | Ling 3.0 Tiny high | Inclusionai | 1 | 3.0 | $0.000 | 0/2 | 179.9s |
| #166 | KAT-Coder-Pro V2.5 none | Kwaipilot | 1 | 4.1 | $0.487 | 0/2 | 183.1s |
| #83 | Qwen3.7 Plus medium | Qwen | 1 | 8.2 | $0.277 | 1/2 | 190.3s |
| #273 | Qwen3.5-9B none | Qwen | 2 | 3.0 | $0.021 | 0/2 | 194.0s |
| #255 | DeepSeek V4 Flash 0731 none | DeepSeek | 2 | 3.7 | $0.009 | 0/2 | 202.4s |
| #181 | Laguna XS 2.1 medium | Poolside | 1 | 6.3 | $0.068 | 1/2 | 218.1s |
| #101 | Nemotron 3 Ultra medium | NVIDIA | 1 | 6.3 | $0.701 | 1/2 | 218.2s |
| #69 | Qwen3.8 2.4T A95B low | Qwen | 1 | 8.2 | $2.672 | 1/2 | 231.8s |
| #92 | Qwen3.7 Flash high | Qwen | 1 | 6.9 | $0.052 | 1/2 | 232.0s |
| #215 | Qwen3.5-Flash none | Qwen | 1 | 2.9 | $0.073 | 0/2 | 243.6s |
| #190 | Ring-2.6-1T medium | Inclusionai | 1 | 7.3 | $0.102 | 1/2 | 257.3s |