Qdrant vs Stract

A side-by-side comparison of two self-hosted search engines options — licensing, setup difficulty, resource needs, and what each one replaces.

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FeatureQdrantStract
CategorySearch EnginesSearch Engines
LicenseApache-2.0AGPL-3.0
LanguageRustRust
Setup difficultyMediumHard
Min. RAM512 MB4,096 MB
Deploymentdocker, kubernetes, helmdocker, binary, source
GitHub stars★ 33,837★ 2,376
First released20212023
ReplacesPinecone, AlgoliaGoogle Search, Bing

Why pick each one

Choose Qdrant if…

  • Excellent performance
  • Easy to deploy
Qdrant details

Choose Stract if…

  • Transparent ranking
  • Independent index
Stract details

Frequently asked questions

Is Qdrant or Stract better?

Qdrant is the stronger all-round pick: it has both the larger community and the simpler medium setup. Consider Stract if its specific feature set fits your needs better.

Are Qdrant and Stract free and open-source?

Yes. Qdrant is licensed under Apache-2.0 and Stract under AGPL-3.0. Both can be self-hosted at no software cost.

Can I run Qdrant and Stract with Docker?

Qdrant: yes. Stract: yes.

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