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) ↑.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #205 | Qwen3.6 Flash none | Qwen | 2 | 3.8 | $0.062 | 0/2 | 26.5s |
| #48 | Claude Fable 5 medium | Anthropic | 1 | 6.5 | $3.004 | 1/2 | 27.5s |
| #64 | Muse Spark 1.1 low | Meta | 1 | 6.6 | $0.673 | 1/2 | 29.4s |
| #36 | Gemini 3.5 Flash low | 1 | 8.2 | $0.449 | 1/2 | 30.0s | |
| #102 | Claude Opus 5 none | Anthropic | 1 | 8.3 | $1.550 | 1/2 | 30.5s |
| #282 | Mercury 2.5 Preview none | Inception | 1 | 3.0 | $0.018 | 0/2 | 31.3s |
| #38 | Muse Spark 1.3 medium | Meta | 1 | 7.3 | $1.469 | 1/2 | 34.7s |
| #283 | Ling-2.6-flash none | Inclusionai | 2 | 3.0 | $0.002 | 0/2 | 35.7s |
| #238 | Gemma 4 26B A4B none | 1 | 3.0 | $0.017 | 0/2 | 37.2s | |
| #45 | Muse Spark 1.2 high | Meta | 1 | 8.0 | $1.771 | 1/2 | 39.9s |
| #155 | Step 3.7 Flash high | Stepfun | 1 | 8.7 | $1.229 | 1/2 | 41.2s |
| #146 | Grok 4.20 medium | X AI | 1 | 8.7 | $0.805 | 1/2 | 42.2s |
| #47 | Muse Spark 1.1 medium | Meta | 1 | 8.3 | $1.420 | 1/2 | 42.6s |
| #231 | GLM 5.1 none | Z.ai | 1 | 2.8 | $0.164 | 0/2 | 46.9s |
| #297 | Cobuddy medium | Baidu | 1 | 1.5 | $0.000 | 0/1 | 47.4s |