pgvector vs Pinecone vs Qdrant: Benchmarked for RAG in 2026

pgvector vs Pinecone vs Qdrant for RAG: 100k OpenAI embeddings benchmarked for recall, latency and filtering, plus Pinecone limits and when Postgres is enough.