Invalid tool call Failures
See which AI models run into Invalid tool call most often, so you can spot reliability risks before choosing one. Sort by: Failure Count ↑.
Categories
83/83
Filter models
No models match the current search and filters.
| Rank | Model | Company | Invalid tool call Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #57 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 7.5 | $0.437 | 14/22 | 89.2s |
| #58 | Qwen3.5-27B medium | Qwen | 1 | 7.4 | $1.627 | 13/22 | 111.9s |
| #64 | Gemini 3.1 Flash Lite Preview medium | 1 | 7.3 | $0.115 | 13/22 | 4.61s | |
| #65 | Gemini 3.1 Flash Lite medium | 1 | 7.3 | $0.117 | 13/22 | 4.27s | |
| #67 | Step 3.7 Flash low | Stepfun | 1 | 7.3 | $0.454 | 12/22 | 20.7s |
| #68 | Kimi K2.6 medium | Moonshot AI | 1 | 7.2 | $1.036 | 12/22 | 110.0s |
| #69 | KAT-Coder-Pro V2.5 high | Kwaipilot | 1 | 7.2 | $0.482 | 11/22 | 20.8s |
| #72 | Qwen3.5-122B-A10B medium | Qwen | 1 | 7.1 | $1.046 | 14/22 | 64.2s |
| #75 | Grok 4.20 medium | X AI | 1 | 7.1 | $0.777 | 12/22 | 29.5s |
| #76 | DeepSeek V3.2 medium | DeepSeek | 1 | 7.0 | $0.078 | 11/22 | 68.6s |
| #77 | Kimi K2.5 medium | Moonshot AI | 1 | 7.0 | $0.600 | 10/22 | 99.0s |
| #78 | Mercury 2 medium | Inception | 1 | 7.0 | $0.093 | 10/22 | 2.72s |
| #82 | DeepSeek V4 Pro none | DeepSeek | 1 | 6.9 | $0.096 | 10/22 | 11.6s |
| #84 | MiMo-V2.5-Pro medium | Xiaomi | 1 | 6.9 | $0.187 | 12/22 | 33.9s |
| #85 | Qwen3.6 Flash medium | Qwen | 1 | 6.9 | $0.738 | 12/22 | 44.7s |