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: Total Cost ↓.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #145 | Mercury 2 medium | Inception | 1 | 6.7 | $0.094 | 1/2 | 7.84s |
| #303 | Grok 4.20 Beta none | X AI | 1 | 1.5 | $0.087 | 0/1 | 6.48s |
| #164 | Gemma 4 26B A4B medium | 1 | 6.3 | $0.084 | 1/2 | 492.9s | |
| #278 | Laguna S 2.1 low | Poolside | 1 | 3.2 | $0.082 | 0/2 | 412.5s |
| #142 | DeepSeek V3.2 medium | DeepSeek | 1 | 7.3 | $0.078 | 1/2 | 79.9s |
| #215 | Qwen3.5-Flash none | Qwen | 1 | 2.9 | $0.073 | 0/2 | 243.6s |
| #43 | GLM 5.3 Flash max | Z.ai | 1 | 7.3 | $0.071 | 1/2 | 138.7s |
| #199 | gpt-oss-120b medium | OpenAI | 1 | 6.5 | $0.070 | 1/2 | 24.0s |
| #181 | Laguna XS 2.1 medium | Poolside | 1 | 6.3 | $0.068 | 1/2 | 218.1s |
| #151 | Qwen3.7 Flash medium | Qwen | 1 | 6.4 | $0.065 | 1/2 | 314.2s |
| #244 | Qwen3.6 27B none | Qwen | 2 | 3.2 | $0.062 | 0/2 | 83.1s |
| #205 | Qwen3.6 Flash none | Qwen | 2 | 3.8 | $0.062 | 0/2 | 26.5s |
| #89 | Qwen3.8 27B medium | Qwen | 1 | 8.7 | ~$0.058 | 1/2 | 124.5s |
| #310 | Grok 4.20 none | X AI | 1 | 1.5 | $0.057 | 0/1 | 6.04s |
| #229 | Inkling Small low | Thinkingmachines | 1 | 3.0 | $0.055 | 0/2 | 4.08s |