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) |
|---|---|---|---|---|---|---|---|
| #283 | Ling-2.6-flash none | Inclusionai | 2 | 3.0 | $0.002 | 0/2 | 35.7s |
| #38 | Muse Spark 1.3 medium | Meta | 1 | 7.3 | $1.469 | 1/2 | 34.7s |
| #282 | Mercury 2.5 Preview none | Inception | 1 | 3.0 | $0.018 | 0/2 | 31.3s |
| #102 | Claude Opus 5 none | Anthropic | 1 | 8.3 | $1.550 | 1/2 | 30.5s |
| #36 | Gemini 3.5 Flash low | 1 | 8.2 | $0.449 | 1/2 | 30.0s | |
| #64 | Muse Spark 1.1 low | Meta | 1 | 6.6 | $0.673 | 1/2 | 29.4s |
| #48 | Claude Fable 5 medium | Anthropic | 1 | 6.5 | $3.004 | 1/2 | 27.5s |
| #205 | Qwen3.6 Flash none | Qwen | 2 | 3.8 | $0.062 | 0/2 | 26.5s |
| #264 | Inkling none | Thinkingmachines | 1 | 2.9 | $0.147 | 0/2 | 25.7s |
| #67 | Muse Spark 1.3 low | Meta | 1 | 7.3 | $0.689 | 1/2 | 25.7s |
| #46 | Muse Spark 1.2 medium | Meta | 1 | 8.5 | $1.339 | 1/2 | 24.9s |
| #246 | Qwen3.8 27B none | Qwen | 1 | 3.0 | ~$0.006 | 0/2 | 24.1s |
| #199 | gpt-oss-120b medium | OpenAI | 1 | 6.5 | $0.070 | 1/2 | 24.0s |
| #203 | Inkling low | Thinkingmachines | 2 | 2.9 | $0.187 | 0/2 | 22.7s |
| #125 | Gemini 3.1 Flash Lite medium | 1 | 7.2 | $0.120 | 1/2 | 18.5s |