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AI Tool Comparison
Milvus vs Qdrant
A side-by-side breakdown to help you pick the right tool for your workflow.
Milvus
Store and search billions of embeddings with a self-hosted open-source vector database, or run the same engine managed via Zilliz Cloud for RAG and semantic search at scale.
Developer Tools
freemium
Qdrant
Store and search embeddings at scale — self-host free and open source, or run managed Qdrant Cloud billed by infrastructure resources rather than per query.
Developer Tools
freemium
Bottom Line
Qdrant edges ahead on rating (4.6 vs 4.5), but the right pick still comes down to which workflow you're running.
Choose Milvus if…
Developer Tools
Choose Qdrant if…
Developer Tools
| Attribute | Milvus | Qdrant |
|---|---|---|
| Category | Developer Tools | Developer Tools |
| Pricing | freemium | freemium |
| Pricing Detail | Free (self-host) / Free tier Zilliz Cloud / from $99/mo Dedicated | Free (self-host) / Standard from ~$30-60/mo / Private Cloud $25K/yr |
| Rating |
Key Features
Milvus
- Billion-scale vector search
- GPU acceleration
- Distributed architecture
- Multiple index types
Qdrant
- Fast Rust-based engine
- Advanced payload filtering
- Horizontal scaling
- Managed cloud option
Pros
Milvus
- •Scales extremely well
- •Mature and battle-tested
- •Cloud option (Zilliz)
Qdrant
- •Excellent performance
- •Strong filtering
- •Production-grade
Cons
Milvus
- Heavier to operate
- Overkill for small projects
Qdrant
- Ops knowledge for self-host
- Tuning needed at scale