verifier.org

LanceDB

a multimodal lakehouse that happens to do vector search

free open source; cloud pricing not published#multimodal-ai-data-work-

genuinely differentiated for multimodal and lakehouse workloads, with embedded mode that needs no server — held back by beta release tags and opaque commercial pricing.

lancedb is built on the lance columnar format over object storage, which makes it closer to duckdb or sqlite in shape than to a server-based vector database. embedded mode needs no process to run, and zero-copy versioning of the underlying data is a genuinely useful property for ai datasets that change.

the positioning is a multimodal lakehouse rather than a vector store — if your vectors sit alongside images, audio and structured columns that you also want to query, this fits better than anything else here.

the description above is ours, condensed from the ranking. pricing moves — check it on the vendor's own page before you rely on it.

pricing
free open source; cloud pricing not published
our verdict

genuinely differentiated for multimodal and lakehouse workloads, with embedded mode that needs no server — held back by beta release tags and opaque commercial pricing.

we researched this category against vendors' own pricing pages and licence files. that is where this line comes from — not from the vendor, and not from anything they paid for.

more vector databases

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#serverless#workers

Marqo

search engine that generates and stores its own embeddings for you

#embeddings-included

Upstash Vector

serverless vector database billed per request, with an http api

#serverless#http-api

pgvector

we checked thisfree — PostgreSQL License

the correct default for most teams, and it quietly got good

#almost-everyone-start-he#migrate-on-a-measured-th#not-a-vendor-s-table