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 ↓.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #86 | Step 3.7 Flash high | Stepfun | 1 | 8.7 | $1.207 | 1/2 | 41.2s |
| #95 | Gemma 4 26B A4B medium | 1 | 6.3 | $0.089 | 1/2 | 492.9s | |
| #96 | GLM 5.2 none | Z.ai | 1 | 6.9 | $0.151 | 1/2 | 50.2s |
| #101 | MiMo-V2.5 medium | Xiaomi | 1 | 8.7 | $0.082 | 1/2 | 78.0s |
| #102 | Laguna XS 2.1 medium | Poolside | 1 | 6.3 | $0.068 | 1/2 | 218.1s |
| #108 | Ring-2.6-1T medium | Inclusionai | 1 | 7.3 | $0.103 | 1/2 | 257.3s |
| #114 | Qwen3.5-Flash medium | Qwen | 1 | 6.4 | $0.139 | 1/2 | 266.6s |
| #121 | gpt-oss-120b medium | OpenAI | 1 | 6.5 | $0.019 | 1/2 | 24.0s |
| #27 | Muse Spark 1.1 high | Meta | 2 | 5.9 | $1.694 | 0/2 | 70.3s |
| #88 | Gemini 3.5 Flash minimal | 2 | 3.0 | $0.300 | 0/2 | 14.4s | |
| #90 | Qwen3.6 35B A3B medium | Qwen | 1 | 3.0 | $0.746 | 0/2 | 817.6s |
| #92 | KAT-Coder-Pro V2.5 none | Kwaipilot | 1 | 4.1 | $0.476 | 0/2 | 183.1s |
| #93 | GLM 5V Turbo medium | Z.ai | 1 | 3.4 | $0.457 | 0/1 | 15.1s |
| #99 | Qwen3.6 27B medium | Qwen | 2 | 6.7 | $0.779 | 0/2 | 584.1s |
| #104 | Gemini 3.1 Flash Lite Preview low | 1 | 3.0 | $0.646 | 0/2 | 160.6s |