The deciding difference is operational: Qdrant can run on infrastructure you control, Pinecone cannot. If that constraint is real for you, it settles the choice before anything else is considered.
Rust vector database with strong payload filtering, self-host or cloud.
Fully managed vector database. No index to operate.
| Qdrant | Pinecone | |
|---|---|---|
| Licence | Open source | Proprietary |
| Pricing | freemium | freemium |
| Self-hostable | Yes | No |
| Languages | Python, TypeScript | Python, TypeScript |
| Install | — | — |
| Keys required | None | PINECONE_API_KEY |
The deciding difference is operational: Qdrant can run on infrastructure you control, Pinecone cannot. If that constraint is real for you, it settles the choice before anything else is considered. Qdrant: Rust vector database with strong payload filtering, self-host or cloud. Pinecone: Fully managed vector database. No index to operate.
Qdrant can run on your own infrastructure. Pinecone is a hosted service only.
Qdrant is open source (freemium). Pinecone is proprietary (freemium).
Every page here answers to Accept: text/markdown and returns the same content at roughly a tenth the tokens. No separate site, no toggle — same URL.
curl -s -H "Accept: text/markdown" https://newagent.build/compare/qdrant-vs-pinecone