Qdrant vs Swirl
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?
Qdrant
High-performance open-source vector search engine
VS
Swirl
AI-powered metasearch across multiple data sources
| Feature | Qdrant | Swirl |
|---|---|---|
| Category | Search Engines | Search Engines |
| License | Apache-2.0 | Apache-2.0 |
| Language | Rust | Python |
| Setup difficulty | Medium | Medium |
| Min. RAM | 512 MB | 2,048 MB |
| Deployment | docker, kubernetes, helm | docker, source |
| GitHub stars | ★ 33,837 | ★ 3,040 |
| First released | 2021 | 2022 |
| Replaces | Pinecone, Algolia | Glean |
Why pick each one
Choose Swirl if…
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Active community (3k GitHub stars)
- Written in Python
Frequently asked questions
Is Qdrant or Swirl 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 Qdrant and Swirl free and open-source?
Yes. Qdrant is licensed under Apache-2.0 and Swirl under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Qdrant and Swirl with Docker?
Qdrant: yes. Swirl: yes.