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Qdrant vs Pinecone

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Qdrant is the open-source self-hosted vector database; Pinecone is the managed cloud vector database. Qdrant wins on self-hosting cost, payload filtering, and Rust performance; Pinecone wins on zero-ops managed experience and enterprise SLAs. Pick Qdrant when you want to own the data plane; pick Pinecone when the team would rather not run a database.

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