Milvus 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?
Milvus
Open-source vector database built for scalable similarity search
VS
ZincSearch
Lightweight search engine alternative to Elasticsearch
| Feature | Milvus | ZincSearch |
|---|---|---|
| Category | Search Engines | Search Engines |
| License | Apache-2.0 | Apache-2.0 |
| Language | Go | Go |
| Setup difficulty | Hard | Easy |
| Min. RAM | 4,096 MB | 256 MB |
| Deployment | docker, kubernetes, helm | docker, kubernetes, binary |
| GitHub stars | ★ 45,556 | ★ 17,884 |
| First released | 2019 | 2021 |
| Replaces | Pinecone, Elasticsearch | Elasticsearch, Algolia |
Why pick each one
Frequently asked questions
Is Milvus or ZincSearch better?
Neither is universally better. Milvus 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 Milvus and ZincSearch free and open-source?
Yes. Milvus is licensed under Apache-2.0 and ZincSearch under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Milvus and ZincSearch with Docker?
Milvus: yes. ZincSearch: yes.