According to Beating, Vibe Coding's Base44 platform unveiled its first proprietary large language model, Base 1, which has been deployed in production. Unlike platforms that rely solely on third-party model APIs, Base44 achieved full-stack vertical integration from database and backend infrastructure to its AI layer.
Base 1's core advantage lies in its unique training data: tens of millions of real user development records accumulated on the platform, including original requirements, AI-generated code, runtime errors, user modifications, and success signals from completed applications. The model is designed not only to write code but also to make product decisions—including participating in product discussions, predicting user needs, and avoiding suboptimal development paths.