Architecture comparison
Database
Open-source columnar OLAP DB; AI features plug partner LLMs over its analytics engine.
Database
Atlas runs the MongoDB document database as a managed service across AWS, Azure and GCP. Atlas Vector Search makes it a RAG datastore; AI features integrate partner LLMs rather than a captive model.