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: Total Cost ↑.
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| Rank | Model | Company | Invalid tool call Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #116 | Kimi K2.6 medium | Moonshot AI | 1 | 7.2 | $1.247 | 12/22 | 115.9s |
| #37 | Muse Spark 1.2 medium | Meta | 1 | 8.6 | $1.339 | 14/22 | 19.7s |
| #38 | Muse Spark 1.1 medium | Meta | 1 | 8.6 | $1.420 | 15/22 | 26.2s |
| #29 | Muse Spark 1.3 medium | Meta | 1 | 8.8 | $1.469 | 17/22 | 38.6s |
| #89 | Claude Opus 5 none | Anthropic | 1 | 7.5 | $1.550 | 12/22 | 7.65s |
| #36 | Muse Spark 1.2 high | Meta | 1 | 8.7 | $1.771 | 14/22 | 26.6s |
| #7 | Gemini 3.5 Flash high | 1 | 9.4 | $2.011 | 19/22 | 15.5s | |
| #60 | Muse Spark 1.1 high | Meta | 2 | 8.0 | $2.253 | 12/22 | 36.9s |
| #105 | Qwen3.8 2.4T A95B high | Qwen | 1 | 7.4 | $2.357 | 14/22 | 120.6s |
| #56 | Qwen3.8 2.4T A95B low | Qwen | 1 | 8.1 | $2.672 | 15/22 | 119.0s |
| #39 | Claude Fable 5 medium | Anthropic | 1 | 8.6 | $3.004 | 17/22 | 15.0s |