This article presents API-Bench v2, a benchmark assessing how well various language models (LLMs) can create working API integrations. It highlights key failures of LLMs, including issues with outdated documentation, niche systems, and authentication handling. The findings emphasize that specialized tools outperform general LLMs in integration reliability.