Pagefind vs Qdrant
A side-by-side comparison of two self-hosted search engines options — licensing, setup difficulty, resource needs, and what each one replaces.
Qdrant
High-performance open-source vector search engine
| Feature | Pagefind | Qdrant |
|---|---|---|
| Deploy effort | Read-the-docs project | Under-an-hour setup |
| Health score | 88 · Excellent | 98 · Excellent |
| Category | Search Engines | Search Engines |
| License | MIT | Apache-2.0 |
| Language | Rust | Rust |
| Setup difficulty | Easy | Medium |
| Min. RAM | 64 MB | 512 MB |
| Deployment | source, binary | docker, kubernetes, helm |
| GitHub stars | ★ 5,481 | ★ 34,775 |
| First released | 2022 | 2021 |
| Replaces | Algolia, Elasticsearch | Pinecone, Algolia |
What are Pagefind and Qdrant?
Pagefind
Pagefind is a fully static search library that indexes a built website and serves search entirely from the browser without a backend. It is designed to be low-bandwidth and easy to add to any static site.
- Browser-side search index
- No backend required
- Low bandwidth
- Multilingual support
Qdrant
Qdrant is an open-source vector similarity search engine and database written in Rust. It powers semantic search, recommendations and retrieval-augmented generation with a convenient API.
- Fast vector similarity search
- Payload filtering with vectors
- Distributed clustering
- REST and gRPC APIs
Pagefind vs Qdrant: key differences
Both projects are written in Rust. Licensing differs — MIT for Pagefind versus Apache-2.0 for Qdrant. Pagefind is the lighter option, starting around 64 MB of RAM against 512 MB for Qdrant. Qdrant has the considerably larger community, at 34,775 GitHub stars versus 5,481. Qdrant lists first-class Docker deployment; Pagefind does not.
Why pick each one
Choose Pagefind if…
- Zero server cost
- Trivial to deploy
Watch out for
- Static content only
- Index rebuild on changes
Choose Qdrant if…
- Excellent performance
- Easy to deploy
Watch out for
- Specialized for vector workloads
Frequently asked questions
Is Pagefind or Qdrant better?
Neither is universally better. Qdrant has the larger community, while Pagefind is simpler to set up (easy difficulty). Choose based on the comparison table above and your own setup.
Are Pagefind and Qdrant free and open-source?
Yes. Pagefind is licensed under MIT and Qdrant under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Pagefind and Qdrant with Docker?
Pagefind: check the project docs for container support. Qdrant: yes.
Which is lighter on resources, Pagefind or Qdrant?
Pagefind has the smaller minimum footprint at 64 MB of RAM, compared to about 512 MB for Qdrant. Real-world usage depends on library size, user count, and enabled features.