Agentic: Invalid tool call
Agentic
Invalid tool call
See which AI models are most likely to hit Invalid tool call on Agentic, so you can spot weak points faster. Sort by: Total Cost ↓.
Failure Reasons
Categories
44/44
Filter models
No models match the current search and filters.
| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #97 | GLM 5.3 FlashX max | Z.ai | 1 | 6.1 | $0.623 | 0/1 | 104.8s |
| #130 | Inkling medium | Thinkingmachines | 1 | 4.7 | $0.540 | 0/1 | 45.9s |
| #195 | GLM 5.3 low | Z.ai | 1 | 5.2 | $0.473 | 0/1 | 51.3s |
| #146 | Step 3.7 Flash low | Stepfun | 1 | 7.4 | $0.449 | 0/1 | 83.6s |
| #138 | Gemini 3.5 Flash Lite medium | 1 | 4.7 | $0.440 | 0/1 | 86.9s | |
| #52 | Gemini 3.7 Flash low | 1 | 6.4 | $0.293 | 0/1 | 62.6s | |
| #161 | Muse Glimmer 30B low | Meta | 1 | 6.1 | $0.266 | 0/1 | 105.0s |
| #217 | Qwen3.5 Plus 2026-04-20 none | Qwen | 1 | 7.4 | $0.226 | 0/1 | 133.3s |
| #298 | MiniMax M2.7 medium | Minimax | 1 | 4.7 | $0.202 | 0/1 | 198.8s |
| #239 | MiMo-V2.6-Pro none | Xiaomi | 1 | 5.0 | $0.193 | 0/1 | 66.1s |
| #310 | Hy4 preview none | Tencent | 1 | 5.0 | $0.161 | 0/1 | 65.5s |
| #295 | MiMo-V2.5-Pro none | Xiaomi | 1 | 3.9 | $0.157 | 0/1 | 49.6s |
| #250 | DeepSeek V4.1 Flash none | DeepSeek | 1 | 7.4 | $0.123 | 0/1 | 55.8s |
| #346 | Qwen3.5-9B medium | Qwen | 1 | 5.2 | $0.106 | 0/1 | 152.9s |
| #284 | Qwen3.6 35B A3B none | Qwen | 1 | 5.2 | $0.105 | 0/1 | 65.6s |