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 ↑.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #102 | Claude Opus 5 none | Anthropic | 1 | 8.3 | $1.550 | 1/2 | 30.5s |
| #45 | Muse Spark 1.2 high | Meta | 1 | 8.0 | $1.771 | 1/2 | 39.9s |
| #11 | Gemini 3.5 Flash high | 1 | 8.2 | $2.011 | 1/2 | 84.1s | |
| #73 | Muse Spark 1.1 high | Meta | 2 | 5.9 | $2.253 | 0/2 | 70.3s |
| #118 | Qwen3.8 2.4T A95B high | Qwen | 1 | 6.9 | $2.357 | 1/2 | 266.1s |
| #69 | Qwen3.8 2.4T A95B low | Qwen | 1 | 8.2 | $2.672 | 1/2 | 231.8s |
| #31 | Qwen3.8 Max (0902) high | Qwen | 1 | 8.7 | $2.736 | 1/2 | 110.4s |
| #48 | Claude Fable 5 medium | Anthropic | 1 | 6.5 | $3.004 | 1/2 | 27.5s |