· Retrieval/ Head to head

Qdrant vs LanceDB

Both are open source retrieval options with comparable terms, so the choice comes down to which model of the problem you prefer — compare the descriptions below rather than the licence.

Qdrant

Rust vector database with strong payload filtering, self-host or cloud.

Open source · freemium · can be self-hosted · SDKs for Python and TypeScript

LanceDB

Embedded multimodal store backed by the Lance columnar format.

Open source · can be self-hosted · SDKs for Python and TypeScript

· Side by side/ 2 of 6 differ
QdrantLanceDB
LicenceOpen sourceOpen source
Pricingfreemiumopen source
Self-hostableYesYes
LanguagesPython, TypeScriptPython, TypeScript
Installpip install lancedb
Keys requiredNoneNone
· Common questions/ FAQ

What is the difference between Qdrant and LanceDB?

Both are open source retrieval options with comparable terms, so the choice comes down to which model of the problem you prefer — compare the descriptions below rather than the licence. Qdrant: Rust vector database with strong payload filtering, self-host or cloud. LanceDB: Embedded multimodal store backed by the Lance columnar format.

Can Qdrant and LanceDB be self-hosted?

Qdrant can run on your own infrastructure. LanceDB can run on your own infrastructure.

Are Qdrant and LanceDB open source?

Qdrant is open source (freemium). LanceDB is open source (open source).

Build a stack with QdrantAll retrieval options
· For agents/ This page, machine-readable

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-lancedb