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: Response Time (avg) ↓.
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| Rank | Model | Company | Invalid tool call Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #46 | Claude Opus 5 medium | Anthropic | 1 | 7.4 | $2.896 | 0/1 | 87.6s |
| #138 | Gemini 3.5 Flash Lite medium | 1 | 4.7 | $0.440 | 0/1 | 86.9s | |
| #314 | Mercury 2.5 Preview none | Inception | 1 | 3.9 | $0.023 | 0/1 | 85.0s |
| #67 | Gemini 3.5 Flash high | 1 | 4.1 | $2.672 | 0/1 | 84.7s | |
| #121 | GPT-5.4 Mini medium | OpenAI | 1 | 7.4 | $0.965 | 0/1 | 84.3s |
| #146 | Step 3.7 Flash low | Stepfun | 1 | 7.4 | $0.449 | 0/1 | 83.6s |
| #89 | Gemini 3.5 Flash medium | 1 | 3.8 | $1.308 | 0/1 | 83.6s | |
| #110 | GPT-6 Luna high | OpenAI | 1 | 5.2 | $0.074 | 0/1 | 82.8s |
| #212 | LongCat 2.0 none | Meituan | 1 | 6.1 | $0.104 | 0/1 | 81.8s |
| #171 | Mercury 2.5 Preview medium | Inception | 1 | 3.9 | $0.037 | 0/1 | 74.6s |
| #106 | GPT-6 Luna medium | OpenAI | 1 | 7.4 | $0.048 | 0/1 | 71.7s |
| #283 | Laguna XS 2.1 none | Poolside | 1 | 5.0 | $0.019 | 0/1 | 70.8s |
| #261 | Solar Pro 4 none | Upstage | 1 | 5.0 | $0.033 | 0/1 | 69.2s |
| #176 | Grok Build 0.1 medium | X AI | 1 | 3.4 | $1.419 | 0/1 | 69.0s |
| #200 | Laguna XS 2.1 medium | Poolside | 1 | 6.1 | $0.083 | 0/1 | 66.4s |