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: Tests Correct ↑.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #157 | Ember-1 low | Fireworks | 1 | 4.7 | $1.488 | 0/1 | 121.3s |
| #158 | Qwen3.5-122B-A10B medium | Qwen | 1 | 6.1 | $1.152 | 0/1 | 95.3s |
| #161 | Muse Glimmer 30B low | Meta | 1 | 6.1 | $0.266 | 0/1 | 105.0s |
| #164 | Ember-1 high | Fireworks | 1 | 6.1 | $2.405 | 0/1 | 88.3s |
| #171 | Mercury 2.5 Preview medium | Inception | 1 | 3.9 | $0.037 | 0/1 | 74.6s |
| #175 | Grok 4.7 xhigh | X AI | 1 | 3.0 | $4.054 | 0/1 | 304.8s |
| #176 | Grok Build 0.1 medium | X AI | 1 | 3.4 | $1.419 | 0/1 | 69.0s |
| #179 | Grok 4.7 high | X AI | 1 | 3.0 | $3.582 | 0/1 | 322.2s |
| #195 | GLM 5.3 low | Z.ai | 1 | 5.2 | $0.473 | 0/1 | 51.3s |
| #199 | Grok 4.3 medium | X AI | 1 | 3.9 | $0.989 | 0/1 | 51.6s |
| #200 | Laguna XS 2.1 medium | Poolside | 1 | 6.1 | $0.083 | 0/1 | 66.4s |
| #212 | LongCat 2.0 none | Meituan | 1 | 6.1 | $0.104 | 0/1 | 81.8s |
| #217 | Qwen3.5 Plus 2026-04-20 none | Qwen | 1 | 7.4 | $0.226 | 0/1 | 133.3s |
| #225 | Gemini 3.5 Flash none | 1 | 3.5 | $1.778 | 0/1 | 89.3s | |
| #226 | Space Bunny Alpha xhigh | Stealth | 1 | 5.2 | $0.000 | 0/1 | 159.1s |