Coding

pgvector

Vector similarity search inside Postgres, zero new infra

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★4.6ratingPricing · FreeHot
The FalcoScan Intel Panelpgvector · Coding
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Contested
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.6
of 5 · FalcoScan rating

Coding AI has a narrow moat on average, from the moat scores of its rated products. What protects Coding AI tools, and the widest moats

The Brief

What pgvector does

pgvector is a Postgres extension that adds vector similarity search — letting you store embeddings and query them with SQL inside your existing database. No new infrastructure, no new services. The simplest path to semantic search.

How pgvector compares with its closest alternatives

All 5 closest alternatives have a free plan, as pgvector does. Only Supabase lists a starting price, $25 a month. All 5 offer an API, as pgvector does. pgvector offers a self-hosted version. Of the 4 alternatives with platforms on record, 3 offer a self-hosted version. pgvector was founded in 2021; the alternatives were founded between 2017 and 2021, 3 of them earlier. pgvector has no single headquarters on record; its alternatives with a known headquarters are in the Netherlands, the United States and Germany.

Market position · Coding

How pgvector compares in Coding

pgvector has moderate opportunity and sits in the middle third of 501 live Coding tools on FalcoScan. Across Coding, the average opportunity score is 60.4 and the average saturation score 44.4. FalcoScan rates pgvector's own market position as contested. 154 of the 501 operating Coding tools have hot momentum, and FalcoScan has recorded 16 shutdowns in the category.

pgvector compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
pgvectorFounded 2021 · Remote-firstModerateContestedFree—YesYesAPI, Self-hostedHot
WeaviateFounded 2021 · Amsterdam, NetherlandsModerateContestedFreemium—YesYesAPI, Self-hostedHot
PineconeFounded 2019 · San Francisco, United StatesHighContestedFreemium—YesYesAPIStable
QdrantFounded 2021 · Berlin, GermanyModerateContestedFreemium—YesYesAPI, Self-hostedHot
TypesenseFounded 2017LowContestedFreemium—YesYesAPI, Self-hostedRising
SupabaseFounded 2020 · San Francisco, United StatesHighContestedFreemium$25/moYesYesWeb, APIHot

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Coding.

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What it ships with

Capabilities & who uses it

The capabilities pgvector exposes to builders and the verticals it currently serves.

AI Capabilities
Vector Search
Industry Verticals
SoftwareAI
Tagged

pgvector shows up when builders search for these

vector-databasePostgreSQLopen-sourceembeddingsSQL
Similar tools · Coding

Alternatives to pgvector

Products still running that do the same job, from the coding market and related ones, closest match first.

See the Coding market
Coding
Weaviate

Open-source AI-native vector database

★ 4.5Opportunity Moderate
Freemium
Coding
Pinecone

The leading vector database for AI applications

★ 4.6Opportunity High
Freemium
Coding
Qdrant

High-performance vector search engine written in Rust

★ 4.5Opportunity Moderate
Freemium
Coding
Typesense

Blazing fast open-source search engine for developers

★ 4.5Opportunity Low
Freemium
Coding
Supabase

The open-source Firebase alternative developers actually love

★ 4.8Opportunity High
Freemium
Coding
Upstash

Serverless Redis and Kafka for modern applications

★ 4.6Opportunity Low
Freemium
Featured in
Questions

pgvector: common questions

Is pgvector free?

Yes. FalcoScan lists pgvector as free to use.

What are the best alternatives to pgvector?

The closest alternatives to pgvector that are still running, matched on the AI capabilities, uses and audience they share, are Weaviate, Pinecone, Qdrant, Typesense, and Supabase.

Is pgvector still running?

Yes. As of 2 November 2026, FalcoScan lists pgvector as operating at github.com.

Where is pgvector based?

pgvector has no single headquarters: FalcoScan's records list it as a distributed, remote-first company.

Does pgvector have an API?

Yes. pgvector offers an API.

Who is pgvector for?

pgvector is built for developers.

How do I sign in to pgvector?

Sign in on pgvector's own website, github.com. FalcoScan reviews pgvector but does not run its accounts, so logins, passwords and billing are handled by pgvector directly.

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