Milvus alternatives
Short answer
We track 1 self-hosted alternative to Milvus: Qdrant.
Qdrant (self-hosted vector databases): simpler deploy (one container vs a multi-container stack).
Last updated · how we rank · sources
Milvus alternatives compared
| # | App | Advantages over Milvus | Est. server cost | Official hardware | License | Stars | Last commit | Compare |
|---|---|---|---|---|---|---|---|---|
| — | Milvus (this app) | Active | from €35.99/mo | minimum 8 GB RAM (recommended 4 vCPU · 16 GB RAM) | Apache-2.0 | 46.5k | Oct 22, 2026 | — |
| 1 | Qdrant Self-hosted vector databases | simpler deploy (one container vs a multi-container stack) | not estimated (no official RAM figure) | not published | Apache-2.0 | 35.2k | Oct 21, 2026 | Milvus vs Qdrant |
Ranked by the number of objective advantages each alternative has over the app (cheaper estimated server cost, lighter official RAM figure, no GPU needed, fewer license conditions, better maintenance status, at least 1.5× the GitHub stars, simpler deploy). Ties: same-category apps first, then more GitHub stars. License order used: Permissive (MIT/Apache) → Open core → Copyleft (GPL) or Custom conditions → Network copyleft (AGPL) → Source-available. Archived projects are not listed as alternatives.
What each alternative is
- Qdrant (Data labeling & vector databases): Fast vector database for semantic search and RAG back-ends. Why it is listed: Both store embeddings and run similarity search with filtering, as the vector store behind RAG and semantic-search features.
Milvus alternatives: FAQ
What is the best self-hosted alternative to Milvus?
By our objective ranking: 1. Qdrant (simpler deploy (one container vs a multi-container stack)). "Best" depends on the features you need; the ranking only counts cost, hardware, license, maintenance, community size and deploy complexity.
Is there a cheaper alternative to Milvus?
Not by our estimate. Milvus: from €35.99/mo. Alternatives: Qdrant (not estimated (no official RAM figure)).
Which Milvus alternative has the most permissive license?
None has fewer conditions than Milvus (Apache-2.0 (Permissive)). Alternatives: Qdrant: Apache-2.0 (Permissive). Not legal advice.
Related
Sources
- Milvus GitHub repository: github.com/milvus-io/milvus
- Milvus documentation: milvus.io/docs/install_standalone-docker-compose.md
- Milvus license: github.com/milvus-io/milvus/blob/master/LICENSE
- Milvus hardware requirements: github.com/milvus-io/milvus-docs/blob/v3.0.x/site/en/getstarted/run-milvus-docker/prerequisite-docker.md
- Milvus deploy instructions: github.com/milvus-io/milvus-docs/blob/v3.0.x/site/en/getstarted/run-milvus-docker/install_standalone-docker-compose.md
- Qdrant GitHub repository: github.com/qdrant/qdrant
- Hetzner Cloud pricing used for cost estimates (read 2026-10-22): www.hetzner.com/cloud/regular-performance
- GitHub stars and commits: GitHub REST API, refreshed daily