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) |
|---|---|---|---|---|---|---|---|
| #315 | Granite 4.1 8B none | IBM Granite | 2 | 3.0 | $0.007 | 0/2 | 9.28s |
| #316 | Nemotron 3.5 Lightning none | NVIDIA | 1 | 3.0 | $0.007 | 0/2 | 2.02s |
| #318 | Mercury 2.5 none | Inception | 1 | 3.0 | $0.016 | 0/2 | 3.24s |
| #319 | Ling 3.0 Tiny high | Inclusionai | 1 | 3.0 | $0.000 | 0/2 | 179.9s |
| #320 | Ling 3.0 Tiny low | Inclusionai | 1 | 3.0 | $0.000 | 0/2 | 134.8s |
| #323 | Ling 3.0 Tiny medium | Inclusionai | 1 | 3.0 | $0.000 | 0/2 | 139.8s |
| #11 | Gemini 3.5 Flash high | 1 | 8.2 | $2.011 | 1/2 | 84.1s | |
| #22 | Gemini 3.8 Flash medium | 1 | 8.7 | $0.653 | 1/2 | 60.3s | |
| #25 | Qwen3.7 Max medium | Qwen | 1 | 8.7 | $1.157 | 1/2 | 287.8s |
| #29 | Qwen3.8 Max medium | Qwen | 1 | 8.7 | $0.771 | 1/2 | 91.3s |
| #31 | Qwen3.8 Max (0902) high | Qwen | 1 | 8.7 | $2.736 | 1/2 | 110.4s |
| #34 | Pareto none | Unbiased | 1 | 7.2 | $1.172 | 1/2 | 53.5s |
| #36 | Gemini 3.5 Flash low | 1 | 8.2 | $0.449 | 1/2 | 30.0s | |
| #38 | Muse Spark 1.3 medium | Meta | 1 | 7.3 | $1.469 | 1/2 | 34.7s |
| #43 | GLM 5.3 Flash max | Z.ai | 1 | 7.3 | $0.071 | 1/2 | 138.7s |