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) ↓.
Failure Reasons
Categories
77/77
Filter models
No models match the current search and filters.
| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #127 | gpt-oss-120b medium | OpenAI | 1 | 6.5 | $0.019 | 1/2 | 24.0s |
| #129 | Inkling low | Thinkingmachines | 2 | 2.9 | $0.187 | 0/2 | 22.7s |
| #69 | Gemini 3.1 Flash Lite medium | 1 | 7.2 | $0.117 | 1/2 | 18.5s | |
| #68 | Gemini 3.1 Flash Lite Preview medium | 1 | 7.2 | $0.115 | 1/2 | 16.6s | |
| #98 | GLM 5V Turbo medium | Z.ai | 1 | 3.4 | $0.457 | 0/1 | 15.1s |
| #92 | Gemini 3.5 Flash minimal | 2 | 3.0 | $0.300 | 0/2 | 14.4s | |
| #38 | GPT-5.6 Terra high | OpenAI | 1 | 8.7 | $1.055 | 1/2 | 13.7s |
| #123 | GPT-5.6 Luna low | OpenAI | 1 | 2.8 | $0.249 | 0/2 | 13.7s |
| #166 | Laguna XS 2.1 none | Poolside | 1 | 3.0 | $0.008 | 0/2 | 10.4s |
| #59 | GPT-5.6 Terra low | OpenAI | 1 | 8.7 | $0.519 | 1/2 | 9.68s |
| #207 | Granite 4.1 8B none | IBM Granite | 2 | 3.0 | $0.007 | 0/2 | 9.28s |
| #82 | Mercury 2 medium | Inception | 1 | 6.7 | $0.093 | 1/2 | 7.84s |
| #138 | GPT-5.6 Terra none | OpenAI | 1 | 2.9 | $0.349 | 0/2 | 7.02s |
| #165 | GPT-5.6 Luna none | OpenAI | 1 | 3.2 | $0.142 | 0/2 | 6.68s |
| #197 | Grok 4.20 Beta none | X AI | 1 | 1.5 | $0.087 | 0/1 | 6.48s |