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: Tests Correct ↑.
Failure Reasons
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #19 | Muse Spark 1.1 medium | Meta | 1 | 8.3 | $1.357 | 1/2 | 42.6s |
| #20 | Claude Fable 5 medium | Anthropic | 1 | 6.5 | $3.478 | 1/2 | 27.5s |
| #26 | Claude Sonnet 5 medium | Anthropic | 1 | 7.3 | $0.922 | 1/2 | 51.9s |
| #27 | Muse Spark 1.1 low | Meta | 1 | 6.6 | $0.647 | 1/2 | 29.4s |
| #32 | Inkling high | Thinkingmachines | 1 | 7.3 | $1.006 | 1/2 | 63.8s |
| #33 | Step 3.7 Flash medium | Stepfun | 1 | 7.3 | $0.515 | 1/2 | 80.9s |
| #38 | GPT-5.6 Terra high | OpenAI | 1 | 8.7 | $1.055 | 1/2 | 13.7s |
| #40 | Qwen3.7 Plus medium | Qwen | 1 | 8.2 | $0.267 | 1/2 | 190.3s |
| #49 | DeepSeek V4 Flash high | DeepSeek | 1 | 6.4 | $0.042 | 1/2 | 104.1s |
| #55 | Nemotron 3 Ultra medium | NVIDIA | 1 | 6.3 | $0.774 | 1/2 | 218.2s |
| #59 | GPT-5.6 Terra low | OpenAI | 1 | 8.7 | $0.519 | 1/2 | 9.68s |
| #60 | GPT-5.4 Mini medium | OpenAI | 1 | 6.9 | $0.756 | 1/2 | 59.6s |
| #61 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 6.9 | $0.437 | 1/2 | 175.8s |
| #62 | Qwen3.5-27B medium | Qwen | 1 | 7.3 | $1.627 | 1/2 | 595.2s |
| #68 | Gemini 3.1 Flash Lite Preview medium | 1 | 7.2 | $0.115 | 1/2 | 16.6s |