Manticore Search 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 | Manticore Search | Qdrant |
|---|---|---|
| Deploy effort | Under-an-hour setup | Under-an-hour setup |
| Health score | 94 · Excellent | 98 · Excellent |
| Category | Search Engines | Search Engines |
| License | GPL-3.0 | Apache-2.0 |
| Language | C++ | Rust |
| Setup difficulty | Medium | Medium |
| Min. RAM | 256 MB | 512 MB |
| Deployment | docker, kubernetes, bare-metal | docker, kubernetes, helm |
| GitHub stars | ★ 12,035 | ★ 34,775 |
| First released | 2017 | 2021 |
| Replaces | Elasticsearch, Algolia | Pinecone, Algolia |
What are Manticore Search and Qdrant?
Manticore Search
Manticore Search is an open-source, easy-to-use database designed for search. It offers full-text, faceted and vector search with a small memory footprint and SQL-like query syntax.
- Full-text and vector search
- SQL and HTTP query interfaces
- Low memory footprint
- Real-time indexing
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
Manticore Search vs Qdrant: key differences
Manticore Search is written in C++, while Qdrant is built with Rust. Licensing differs — GPL-3.0 for Manticore Search versus Apache-2.0 for Qdrant. Manticore Search is the lighter option, starting around 256 MB of RAM against 512 MB for Qdrant. Manticore Search is the more established project (first released 2017), while Qdrant arrived in 2021. Qdrant has the considerably larger community, at 34,775 GitHub stars versus 12,035.
Why pick each one
Choose Manticore Search if…
- Lightweight and fast
- SQL-friendly
Watch out for
- Smaller community than Elasticsearch
Choose Qdrant if…
- Excellent performance
- Easy to deploy
Watch out for
- Specialized for vector workloads
Frequently asked questions
Is Manticore Search 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 Manticore Search and Qdrant free and open-source?
Yes. Manticore Search is licensed under GPL-3.0 and Qdrant under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Manticore Search and Qdrant with Docker?
Manticore Search: yes. Qdrant: yes.
Which is lighter on resources, Manticore Search or Qdrant?
Manticore Search has the smaller minimum footprint at 256 MB of RAM, compared to about 512 MB for Qdrant. Real-world usage depends on library size, user count, and enabled features.