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 ↑.
Failure Reasons
Categories
128/128
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) |
|---|---|---|---|---|---|---|---|
| #110 | GPT-5.4 Mini medium | OpenAI | 1 | 6.9 | $0.786 | 1/2 | 59.6s |
| #146 | Grok 4.20 medium | X AI | 1 | 8.7 | $0.805 | 1/2 | 42.2s |
| #78 | GPT-5.6 Terra high | OpenAI | 1 | 8.7 | $0.836 | 1/2 | 13.7s |
| #68 | Claude Sonnet 5 medium | Anthropic | 1 | 7.3 | $0.922 | 1/2 | 51.9s |
| #108 | Qwen3.5-27B medium | Qwen | 1 | 7.3 | $0.982 | 1/2 | 595.2s |
| #72 | Inkling high | Thinkingmachines | 1 | 7.3 | $1.046 | 1/2 | 63.8s |
| #135 | Qwen3.5-122B-A10B medium | Qwen | 1 | 6.4 | $1.047 | 1/2 | 313.5s |
| #25 | Qwen3.7 Max medium | Qwen | 1 | 8.7 | $1.157 | 1/2 | 287.8s |
| #34 | Pareto none | Unbiased | 1 | 7.2 | $1.172 | 1/2 | 53.5s |
| #198 | Qwen3.5-35B-A3B medium | Qwen | 1 | 3.8 | $1.172 | 0/2 | 512.8s |
| #155 | Step 3.7 Flash high | Stepfun | 1 | 8.7 | $1.229 | 1/2 | 41.2s |
| #129 | Kimi K2.6 medium | Moonshot AI | 1 | 6.9 | $1.247 | 1/2 | 458.6s |
| #46 | Muse Spark 1.2 medium | Meta | 1 | 8.5 | $1.339 | 1/2 | 24.9s |
| #47 | Muse Spark 1.1 medium | Meta | 1 | 8.3 | $1.420 | 1/2 | 42.6s |
| #38 | Muse Spark 1.3 medium | Meta | 1 | 7.3 | $1.469 | 1/2 | 34.7s |