Pyyan / Compare / LanceDB vs Milvus
LanceDB vs Milvus
2 of 5Vector Databases · verified 13 Aug 2026
LanceDBLanceDBcurrentMilvusZillizcurrent
| Specification | LanceDB | Milvus |
|---|---|---|
| Summary | Embedded, multimodal, columnar. | Built for billions of vectors. |
| Index | IVF-PQ, HNSW | HNSW, IVF, DiskANN, GPU |
| Hybrid search | Yes | Yes |
| Hosting | Embedded and managed | Self-host and managed |
| Licence | Apache 2.0 | Apache 2.0 |
| p50 latency | Varies | ~10ms |
| Category | Vector Databases | Vector Databases |
| Official | LanceDB ↗ | Zilliz ↗ |
Highlighted rows are where these differ.
LanceDB
- Lance columnar format, versioned like a table
- Runs in-process, no service to operate
Best for multimodal data and local apps.
Milvus
- Distributed architecture with GPU index support
- Heavier to operate than the alternatives
Best for very large corpora.