#Qdrant

Pinecone vs pgvector vs Weaviate: Choosing the Right Vector Database in 2025

After building RAG pipelines on every major vector database, here is an honest guide to choosing between Pinecone, pgvector, Weaviate, Qdrant, and Chroma — based on scale, cost, and your existing stack.