# Milvus vs Qdrant: distributed scale vs Rust performance for vector DBs

**Source:** https://promtable.com/compare/milvus-vs-qdrant

> Milvus is built for billion-scale distributed deployments. Qdrant is Rust-fast with the cleanest single-cluster ergonomics. Pick Milvus for huge multi-cluster scale, Qdrant for performance-first single-cluster.

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Milvus is built for billion-scale distributed deployments. Qdrant is Rust-fast with the cleanest single-cluster ergonomics. Pick Milvus for huge multi-cluster scale, Qdrant for performance-first single-cluster.

## At a glance

| Dimension | Milvus | Qdrant |
|---|---|---|
| Architecture | Distributed cloud-native | Single-node + clustering |
| Scale (vectors) | **Billions multi-cluster** ✓ | Billions single-cluster |
| Performance (raw qps) | Strong at scale | **Best-in-class Rust core** ✓ |
| Operability | More moving parts | **Cleaner single-cluster ops** ✓ |
| Hybrid search | Supported | **Native** ✓ |
| Filter quality | Strong | **Excellent** ✓ |
| Managed cloud | Zilliz Cloud | Qdrant Cloud |
| Best for | Huge multi-cluster deployments | Performance-first single-cluster |

## Verdict

Milvus is the right pick when your scale truly requires distributed multi-cluster architecture — billions of vectors across regions. Qdrant is the right pick when you want the best single-cluster performance and cleanest ops. For most teams under 1B vectors, Qdrant. For multi-region distributed deployments past 1B, Milvus.

## When to pick which

- **Milvus** — Billion-scale distributed deployments, multi-region, cloud-native architecture.
- **Qdrant** — Performance-first single-cluster, cleaner ops, OSS-friendly.

## FAQ

### Milvus or Qdrant in 2026?

Milvus for distributed multi-cluster scale; Qdrant for single-cluster performance and cleaner ops.

### Cheapest at billion scale?

Self-hosted Milvus or Qdrant — both OSS.

### Easiest to operate?

Qdrant — single-cluster ops are materially simpler than distributed Milvus.

## Related

- [/compare/qdrant-vs-pinecone](https://promtable.com/compare/qdrant-vs-pinecone)
- [/compare/pinecone-vs-weaviate](https://promtable.com/compare/pinecone-vs-weaviate)
- [/glossary/vector-database](https://promtable.com/glossary/vector-database)

*Last updated: 2026-06-01*
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Original page: https://promtable.com/compare/milvus-vs-qdrant
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