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) |
|---|---|---|---|---|---|---|---|
| #199 | gpt-oss-120b medium | OpenAI | 1 | 6.5 | $0.070 | 1/2 | 24.0s |
| #43 | GLM 5.3 Flash max | Z.ai | 1 | 7.3 | $0.071 | 1/2 | 138.7s |
| #215 | Qwen3.5-Flash none | Qwen | 1 | 2.9 | $0.073 | 0/2 | 243.6s |
| #142 | DeepSeek V3.2 medium | DeepSeek | 1 | 7.3 | $0.078 | 1/2 | 79.9s |
| #278 | Laguna S 2.1 low | Poolside | 1 | 3.2 | $0.082 | 0/2 | 412.5s |
| #164 | Gemma 4 26B A4B medium | 1 | 6.3 | $0.084 | 1/2 | 492.9s | |
| #303 | Grok 4.20 Beta none | X AI | 1 | 1.5 | $0.087 | 0/1 | 6.48s |
| #145 | Mercury 2 medium | Inception | 1 | 6.7 | $0.094 | 1/2 | 7.84s |
| #194 | Gemma 4 31B medium | 1 | 2.9 | $0.100 | 0/2 | 433.1s | |
| #190 | Ring-2.6-1T medium | Inclusionai | 1 | 7.3 | $0.102 | 1/2 | 257.3s |
| #188 | MiMo-V2.5 medium | Xiaomi | 1 | 8.7 | $0.104 | 1/2 | 78.0s |
| #175 | Inkling Small medium | Thinkingmachines | 2 | 3.8 | $0.113 | 0/2 | 8.89s |
| #256 | Laguna S 2.1 high | Poolside | 2 | 2.9 | $0.114 | 0/2 | 702.3s |
| #113 | Gemini 3.1 Flash Lite Preview medium | 1 | 7.2 | $0.117 | 1/2 | 16.6s | |
| #125 | Gemini 3.1 Flash Lite medium | 1 | 7.2 | $0.120 | 1/2 | 18.5s |