ParadeDB vs Qdrant
A side-by-side comparison of two self-hosted search engines options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
ParadeDB
Postgres extension for full-text and analytical search
VS
Qdrant
High-performance open-source vector search engine
| Feature | ParadeDB | Qdrant |
|---|---|---|
| Category | Search Engines | Search Engines |
| License | AGPL-3.0 | Apache-2.0 |
| Language | Rust | Rust |
| Setup difficulty | Medium | Medium |
| Min. RAM | 1,024 MB | 512 MB |
| Deployment | docker, source | docker, kubernetes, helm |
| GitHub stars | ★ 9,135 | ★ 33,837 |
| First released | 2023 | 2021 |
| Replaces | Elasticsearch | Pinecone, Algolia |
Why pick each one
Choose ParadeDB if…
- Released under the AGPL-3.0 license
- First-class Docker support for quick deployment
- Mature project with 9.1k GitHub stars
- Written in Rust
Frequently asked questions
Is ParadeDB or Qdrant better?
Neither is universally better. Qdrant has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are ParadeDB and Qdrant free and open-source?
Yes. ParadeDB is licensed under AGPL-3.0 and Qdrant under Apache-2.0. Both can be self-hosted at no software cost.
Can I run ParadeDB and Qdrant with Docker?
ParadeDB: yes. Qdrant: yes.