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) |
|---|---|---|---|---|---|---|---|
| #86 | Step 3.7 Flash high | Stepfun | 1 | 6.9 | $1.207 | 11/22 | 64.7s |
| #90 | Qwen3.6 35B A3B medium | Qwen | 1 | 6.7 | $0.746 | 13/22 | 58.1s |
| #92 | KAT-Coder-Pro V2.5 none | Kwaipilot | 1 | 6.7 | $0.476 | 11/22 | 25.6s |
| #95 | Gemma 4 26B A4B medium | 1 | 6.6 | $0.089 | 14/22 | 103.8s | |
| #96 | GLM 5.2 none | Z.ai | 1 | 6.6 | $0.151 | 12/22 | 9.34s |
| #101 | MiMo-V2.5 medium | Xiaomi | 1 | 6.5 | $0.082 | 12/22 | 32.2s |
| #102 | Laguna XS 2.1 medium | Poolside | 1 | 6.5 | $0.068 | 9/22 | 47.9s |
| #104 | Gemini 3.1 Flash Lite Preview low | 1 | 6.5 | $0.646 | 13/22 | 16.7s | |
| #105 | Gemini 3.1 Flash Lite low | 1 | 6.5 | $0.621 | 12/22 | 16.3s | |
| #108 | Ring-2.6-1T medium | Inclusionai | 1 | 6.3 | $0.103 | 11/22 | 68.7s |
| #110 | Gemma 4 31B medium | 1 | 6.3 | $0.163 | 14/22 | 75.4s | |
| #114 | Qwen3.5-Flash medium | Qwen | 1 | 6.2 | $0.139 | 12/22 | 84.8s |
| #117 | GPT-5.6 Luna low | OpenAI | 1 | 6.2 | $0.249 | 10/22 | 5.04s |
| #118 | Gemini 2.5 Flash none | 1 | 6.2 | $0.017 | 9/22 | 6.20s | |
| #119 | Qwen3.5-35B-A3B medium | Qwen | 1 | 6.2 | $0.837 | 11/22 | 112.5s |