MongoDB vs Firebase vs Supabase for AI Apps (2026): Honest Comparison from 200+ Projects

This article compares MongoDB, Firebase, and Supabase for AI applications in 2026, focusing on vector embedding storage and LLM pipeline integration. It highlights MongoDB's Atlas Vector Search and Supabase's pgvector capabilities, contrasting with Firebase's lack of native storage and MongoDB's potential cost at scale.