Coding

Qdrant

High-performance vector search engine written in Rust

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★4.5ratingPricing · FreemiumHot
The FalcoScan Intel PanelQdrant · Coding
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Contested
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.5
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 Qdrant does

Qdrant is an open-source vector database built in Rust for blazing-fast similarity search. Supports filterable vectors, payload search, and distributed deployment. Preferred by teams who need maximum performance and control over their vector infrastructure.

How Qdrant compares with its closest alternatives

All 5 closest alternatives have a free plan, as Qdrant does. 4 of the 5 offer an API, as Qdrant does. Qdrant offers a self-hosted version. Of the 4 alternatives with platforms on record, 3 offer a self-hosted version. Qdrant was founded in 2021; the alternatives were founded between 2017 and 2021, 2 of them earlier. Qdrant is based in Berlin, Germany; none of the 2 alternatives with a known headquarters is in Germany. They are in the United States and the Netherlands.

Market position · Coding

How Qdrant compares in Coding

Qdrant 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 Qdrant'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.

Qdrant compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
QdrantFounded 2021 · Berlin, GermanyModerateContestedFreemium—YesYesAPI, Self-hostedHot
PineconeFounded 2019 · San Francisco, United StatesHighContestedFreemium—YesYesAPIStable
TypesenseFounded 2017LowContestedFreemium—YesYesAPI, Self-hostedRising
pgvectorFounded 2021 · Remote-firstModerateContestedFree—YesYesAPI, Self-hostedHot
WeaviateFounded 2021 · Amsterdam, NetherlandsModerateContestedFreemium—YesYesAPI, Self-hostedHot
AppFlowy AIFounded 2021ModerateContestedFree—YesNoWeb, DesktopRising

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 Qdrant exposes to builders and the verticals it currently serves.

AI Capabilities
Vector SearchSemantic Search
Industry Verticals
SoftwareAI
Tagged

Qdrant shows up when builders search for these

vector-databaseRustopen-sourceperformancesimilarity-search
Similar tools · Coding

Alternatives to Qdrant

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

See the Coding market
Coding
Pinecone

The leading vector database for AI applications

★ 4.6Opportunity High
Freemium
Coding
Typesense

Blazing fast open-source search engine for developers

★ 4.5Opportunity Low
Freemium
Coding
pgvector

Vector similarity search inside Postgres, zero new infra

★ 4.6Opportunity Moderate
Free
Coding
Weaviate

Open-source AI-native vector database

★ 4.5Opportunity Moderate
Freemium
Coding
AppFlowy AI

Open-source Notion alternative with AI

★ 4.4Opportunity Moderate
Free
Coding
Zed

Blazing fast AI code editor built in Rust for collaborative coding

★ 4.6Opportunity Moderate
Freemium
Featured in
Questions

Qdrant: common questions

Is Qdrant free?

Qdrant has a free tier, with paid plans.

What are the best alternatives to Qdrant?

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

Is Qdrant still running?

Yes. As of 2 November 2026, FalcoScan lists Qdrant as operating at qdrant.tech.

Where is Qdrant based?

Qdrant is headquartered in Berlin, Germany.

Does Qdrant have an API?

Yes. Qdrant offers an API.

Who is Qdrant for?

Qdrant is built for developers.

How do I sign in to Qdrant?

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

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