verifier.org

OpenSearch

apache-2.0 with no licence anxiety, and serverless finally scales to zero

free self-hosted; serverless billed per OCU-hour#aws-committed-teams-who-

the safe institutional choice on aws — genuinely apache-2.0, with faiss and lucene engines, and the always-on cost floor finally removed.

opensearch is apache-2.0 throughout, which in a category with this many licence traps is worth real money in avoided legal review. the k-nn plugin supports hnsw and ivf across both faiss and lucene engines, plus disk-based modes and binary and byte quantization.

the important 2026 change is on the serverless side. previously the smallest classic collection carried a two-unit minimum that cost hundreds of dollars a month even at zero traffic, which made 'serverless' something of a misnomer. nextgen collections have no minimum and scale to zero after ten minutes idle.

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 self-hosted; serverless billed per OCU-hour
our verdict

the safe institutional choice on aws — genuinely apache-2.0, with faiss and lucene engines, and the always-on cost floor finally removed.

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

Cloudflare Vectorize

vector index that runs on workers, beside cloudflare's own inference

#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