---
title: "Qdrant: High-Performance Vector Search at Scale"
description: The leading open-source vector database designed to handle high-dimensional vectors for performance and massive-scale AI applications.
---

[![qdrant-logo-for-dark-background](https://try.qdrant.tech/hubfs/Qdrant%20Logo/qdrant-logo-for-dark-background.svg "qdrant-logo-for-dark-background")](https://try.qdrant.tech/qdrant-hybrid-cloud-demo?hsLang=en)

# High-Performance Vector Search at Scale

The leading open-source vector database designed to handle high-dimensional vectors for performance and massive-scale AI applications. Quickly prototype and scale effortlessly for production use cases. 1 GB RAM free cluster with no credit card required.

[Try now](https://cloud.qdrant.io/?utm_source=qdrant&utm_medium=lp&utm_campaign=high-performance-lp)

![High-Performance-Graphic (1)](https://try.qdrant.tech/hs-fs/hubfs/High-Performance-Graphic%20(1).png?width=560&height=484&name=High-Performance-Graphic%20(1).png "High-Performance-Graphic (1)")

![DailyMotion-(Vivendi)](https://try.qdrant.tech/hubfs/DailyMotion-(Vivendi).png "DailyMotion-(Vivendi)")

![Deloitte](https://try.qdrant.tech/hubfs/Deloitte.png "Deloitte")

![Bayer](https://try.qdrant.tech/hubfs/Bayer.png "Bayer")

![Disney](https://try.qdrant.tech/hubfs/Disney.png "Disney")

![Flipkart](https://try.qdrant.tech/hubfs/Flipkart.png "Flipkart")

![GLG](https://try.qdrant.tech/hubfs/GLG.png "GLG")

## Qdrant is designed to deliver the fastest and most accurate results at the lowest cost

[Learn more about it in our performance benchmarks. >](https://qdrant.tech/benchmarks?utm_source=qdrant&utm_medium=lp&utm_campaign=high-performance-lp)

![Icon](https://try.qdrant.tech/hubfs/Icon.png "Icon")

#### Highest RPS

Qdrant leads with top requests-per-seconds, outperforming alternative vector databases in various datasets by up to 4x.

![Icon (1)](https://try.qdrant.tech/hubfs/Icon%20(1).png "Icon (1)")

#### Minimal Latency

Qdrant consistently achieves low latency, ensuring quicker response times in data retrieval.

![Icon (2)](https://try.qdrant.tech/hubfs/Icon%20(2).png "Icon (2)")

#### Fast Indexing

Qdrant’s indexing time for large-scale, high-dimensional datasets is notably faster than alternative options.

![Icon (3)](https://try.qdrant.tech/hubfs/Icon%20(3).png "Icon (3)")

#### High Performance

Qdrant's custom filterable HNSW ensures high performance and connectivity in similarity searches with additional filtering.

![Icon (4)](https://try.qdrant.tech/hubfs/Icon%20(4).png "Icon (4)")

#### Easy-to-use

User-friendly SDKs in multiple programming languages, facilitating easy integration into existing systems.

#### Qdrant Cloud is the fastest way to get started with Qdrant.

[Get Started >](https://cloud.qdrant.io?utm_source=qdrant&utm_medium=lp&utm_campaign=high-performance-lp)

## Qdrant is also available on leading marketplaces

[![Logo (2)](https://try.qdrant.tech/hubfs/Logo%20(2).png "Logo (2)")](https://aws.amazon.com/marketplace/pp/prodview-rtphb42tydtzg?sr=0-1&ref_=beagle&applicationId=AWS-Marketplace-Console)

#### [AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-rtphb42tydtzg?sr=0-1&ref_=beagle&applicationId=AWS-Marketplace-Console)

[Get Started >](https://aws.amazon.com/marketplace/pp/prodview-rtphb42tydtzg?sr=0-1&ref_=beagle&applicationId=AWS-Marketplace-Console)

[![Logo (3)](https://try.qdrant.tech/hubfs/Logo%20(3).png "Logo (3)")](https://console.cloud.google.com/marketplace/product/qdrant-public/qdrant?project=qdrant-public)

#### [GCP Marketplace](https://console.cloud.google.com/marketplace/product/qdrant-public/qdrant?project=qdrant-public)

# [Get Started >](https://console.cloud.google.com/marketplace/product/qdrant-public/qdrant?project=qdrant-public)

[![Logo (4)](https://try.qdrant.tech/hubfs/Logo%20(4).png "Logo (4)")](https://azuremarketplace.microsoft.com/en-en/marketplace/apps/qdrantsolutionsgmbh1698769709989.qdrant-db)

#### [Microsoft Azure](https://azuremarketplace.microsoft.com/en-en/marketplace/apps/qdrantsolutionsgmbh1698769709989.qdrant-db)

[Get Started >](https://azuremarketplace.microsoft.com/en-en/marketplace/apps/qdrantsolutionsgmbh1698769709989.qdrant-db)

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