LanceDB vs Vertex AI Vector Search
| LanceDB | Vertex AI Vector Search | |
|---|---|---|
| Free plan | Yes | No |
| Free trial | No | No |
| Paid from | Free | — |
| Open source | No | No |
| Platforms | api, Linux, self-hosted | Web |
| Deployment | both | cloud |
| Hybrid search | Yes | Yes |
| Metadata filtering | Yes | Yes |
| Sparse vectors | No | Yes |
| Index types | IVF_RQ, IVF_PQ, IVF_HNSW_SQ, IVF_HNSW_FLAT, HNSW | Tree-AH, brute force |
| SDK languages | Python, JavaScript/TypeScript, Java, Rust | Python, Java |
Both are listed in Best Vector Database Hosting. On Inferse, LanceDB scores higher on our published basis.