Qdrant vs ZincSearch
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
ZincSearch
Lightweight search engine alternative to Elasticsearch
| Feature | Qdrant | ZincSearch |
|---|---|---|
| Category | Search Engines | Search Engines |
| License | Apache-2.0 | Apache-2.0 |
| Language | Rust | Go |
| Setup difficulty | Medium | Easy |
| Min. RAM | 512 MB | 256 MB |
| Deployment | docker, kubernetes, helm | docker, kubernetes, binary |
| GitHub stars | ★ 33,837 | ★ 17,884 |
| First released | 2021 | 2021 |
| Replaces | Pinecone, Algolia | Elasticsearch, Algolia |
Why pick each one
Frequently asked questions
Is Qdrant or ZincSearch better?
Neither is universally better. Qdrant has the larger community, while ZincSearch is simpler to set up (easy difficulty). Choose based on the comparison table above and your own setup.
Are Qdrant and ZincSearch free and open-source?
Yes. Qdrant is licensed under Apache-2.0 and ZincSearch under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Qdrant and ZincSearch with Docker?
Qdrant: yes. ZincSearch: yes.