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) |
|---|---|---|---|---|---|---|---|
| #123 | Inkling low | Thinkingmachines | 2 | 2.9 | $0.187 | 0/2 | 22.7s |
| #121 | gpt-oss-120b medium | OpenAI | 1 | 6.5 | $0.019 | 1/2 | 24.0s |
| #164 | Inkling none | Thinkingmachines | 1 | 2.9 | $0.147 | 0/2 | 25.7s |
| #124 | Qwen3.6 Flash none | Qwen | 2 | 3.8 | $0.062 | 0/2 | 26.5s |
| #17 | Claude Fable 5 medium | Anthropic | 1 | 6.5 | $3.478 | 1/2 | 27.5s |
| #24 | Muse Spark 1.1 low | Meta | 1 | 6.6 | $0.647 | 1/2 | 29.4s |
| #11 | Gemini 3.5 Flash low | 1 | 8.2 | $0.433 | 1/2 | 30.0s | |
| #178 | Ling-2.6-flash none | Inclusionai | 2 | 3.0 | $0.002 | 0/2 | 35.7s |
| #156 | Gemma 4 26B A4B none | 1 | 3.0 | $0.015 | 0/2 | 37.2s | |
| #86 | Step 3.7 Flash high | Stepfun | 1 | 8.7 | $1.207 | 1/2 | 41.2s |
| #75 | Grok 4.20 medium | X AI | 1 | 8.7 | $0.777 | 1/2 | 42.2s |
| #16 | Muse Spark 1.1 medium | Meta | 1 | 8.3 | $1.357 | 1/2 | 42.6s |
| #151 | GLM 5.1 none | Z.ai | 1 | 2.8 | $0.164 | 0/2 | 46.9s |
| #188 | Cobuddy medium | Baidu | 1 | 1.5 | $0.000 | 0/1 | 47.4s |
| #96 | GLM 5.2 none | Z.ai | 1 | 6.9 | $0.151 | 1/2 | 50.2s |