Pinecone vs Weaviate vs Qdrant vs Milvus: Best Vector Database (2026)
A production comparison of Pinecone, Qdrant, Weaviate, and Milvus in 2026: benchmarks, pricing, hybrid search, filter models, and code samples. Includes a decision matrix and a pgvector fallback for teams under 10M vectors.