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.
Failure Reasons
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #87 | Muse Spark 1.1 high | Meta | 2 | 0.6 | $2.570 | 0/2 | 70.3s |
| #174 | Qwen3.6 27B medium | Qwen | 2 | 0.7 | $1.021 | 0/2 | 584.1s |
| #198 | Inkling low | Thinkingmachines | 2 | 0.3 | $0.293 | 0/2 | 22.7s |
| #240 | Gemini 3.5 Flash minimal | 2 | 0.3 | $0.508 | 0/2 | 14.4s | |
| #246 | Qwen3.6 27B none | Qwen | 2 | 0.3 | $0.148 | 0/2 | 83.1s |
| #256 | Trinity Large Thinking low | Arcee AI | 2 | 0.5 | $0.918 | 0/2 | 291.0s |
| #257 | DeepSeek V4 Flash 0423 none | DeepSeek | 2 | 0.5 | $0.149 | 0/2 | 179.6s |
| #262 | DeepSeek V4 Flash 0731 none | DeepSeek | 2 | 0.4 | $0.053 | 0/2 | 202.4s |
| #267 | Trinity Large Thinking medium | Arcee AI | 2 | 0.3 | $0.862 | 0/2 | 382.7s |
| #268 | Apodex 1.1 Mini low | Apodex | 2 | 0.3 | $0.000 | 0/2 | 95.2s |
| #278 | Inkling Small medium | Thinkingmachines | 2 | 0.4 | $0.113 | 0/2 | 8.89s |
| #283 | Qwen3.6 Flash none | Qwen | 2 | 0.4 | $0.139 | 0/2 | 26.5s |
| #290 | Ling 3.0 Flash high | Inclusionai | 2 | 0.3 | $0.021 | 0/2 | 50.4s |
| #292 | Trinity Large Thinking high | Arcee AI | 2 | 0.3 | $0.794 | 0/2 | 262.4s |
| #340 | Laguna S 2.1 medium | Poolside | 2 | 0.3 | $0.092 | 0/2 | 284.7s |