Vendors / LanceDB
LanceDB
Named in 10 of 50 AI answers across 1 category in September 2026. Best position: Vector databases, 20% answer share, ranked #9, named first in 0%.
20%
Best share Vector databases
What LanceDB is
LanceDB is a vector database for storing and querying vector data. It is intended for users who need to manage vector records and search them using embeddings.
It stores vector data directly on an object store. Users can add vector records to tables, then query those tables with embedding-based search. LanceDB can also be configured to use lakeFS through its S3 Gateway.
By category
First edition
| Category | Rank | Answer share | Named first | Models | Δ |
|---|---|---|---|---|---|
| Vector databasesAI infra | #9 of 16 | 0% | GPT-5.6 Luna, Claude Opus 5, Claude Fable 5, Gemini, Gemini 3.5 Flash | new |
What the models said
“The main contenders right now are pgvector, Pinecone, Qdrant, Weaviate, Milvus, Chroma, and LanceDB, plus platforms like Redis, Elasticsearch, and Vespa.”
“Local, offline, or edge retrieval Qdrant Edge, LanceDB, or a local embedded option.”
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