Pyyan / Compare / LanceDB vs Pinecone vs Milvus
LanceDB vs Pinecone vs Milvus
3 of 5Vector Databases · verified 13 Aug 2026
| Specification | LanceDB | Pinecone | Milvus |
|---|---|---|---|
| Summary | Embedded, multimodal, columnar. | Managed, and the smoothest to operate. | Built for billions of vectors. |
| Index | IVF-PQ, HNSW | Proprietary | HNSW, IVF, DiskANN, GPU |
| Hybrid search | Yes | Yes | Yes |
| Hosting | Embedded and managed | Managed only | Self-host and managed |
| Licence | Apache 2.0 | Proprietary | Apache 2.0 |
| p50 latency | Varies | <10ms | ~10ms |
| Category | Vector Databases | Vector Databases | Vector Databases |
| Official | LanceDB ↗ | Pinecone ↗ | 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.
Pinecone
- Sub-10ms p50 with nothing to maintain
- Costs draw scrutiny at scale; Notion moved away and cut spend ~60%
Best for teams who do not want to run a database.
Milvus
- Distributed architecture with GPU index support
- Heavier to operate than the alternatives
Best for very large corpora.