How do Vertex AI and AI Platform API differ?
Wednesday, 28 January 2026
by Bram Lentz
Vertex AI and AI Platform API are both services provided by Google Cloud that aim to facilitate the development, deployment, and management of machine learning (ML) workflows. While they share a similar objective of supporting ML practitioners and data scientists in leveraging Google Cloud for their projects, these platforms differ significantly in their architecture, feature

