Qdrant

C tier on Database SoftwareScore 6.9 · #46 of 74

Android app: Not listed
Free plan: Yes
Runs on: api, Linux, Mac, self-hosted, Web, Windows

qdrant.tech

Summary

Qdrant is a vector similarity search engine and API for storing, searching, and managing vectors alongside payload data. Each point can pair a vector with JSON metadata, which can be used to filter results. It supports dense, sparse, and multivector configurations, as well as hybrid retrieval that combines semantic and lexical search. These capabilities can support semantic search and recommendation systems. Qdrant can run locally with a Docker image or through Qdrant Cloud. It provides REST and gRPC APIs, official client libraries for Python, JavaScript/TypeScript, Rust, Go, .NET, and Java, and integrations including LangChain, LlamaIndex, Airbyte, Unstructured, DocArray, and AutoGen. The free cloud tier is 0.00 USD per free, intended for testing and prototypes, and limited to a single-node cluster with 1GB RAM and 4GB disk. Qdrant Cloud includes TLS and encryption at rest; self-hosted deployments require configuration for those controls. The maker is based in Berlin and was founded in 2021.

Who it is for

Qdrant suits developers building semantic search or recommendation systems who need vector storage, metadata filtering, or hybrid retrieval. Its deployment choices may suit teams working locally or through a cloud service.

What is good

Combines semantic and lexical search for hybrid retrieval.
JSON payload metadata can filter search results.
Supports dense, sparse, and multivector configurations.
Official clients cover six listed programming languages.
Can run locally or through Qdrant Cloud.

What to know first

Free cloud tier is limited to one node.
Free tier has 1GB RAM and 4GB disk.
Self-hosted authentication and encryption are off by default.
Community support is Discord-only.

Verdict

Qdrant provides vector search, metadata filtering, and hybrid retrieval, with both local and cloud deployment options. The free cloud tier is limited to testing and prototypes, and self-hosted users need to configure security controls.

Qdrant plans and pricing

All plans

Free Tier Free Free forever Single Node Cluster · 0.5 vCPU / 1GB RAM/ 4 GB Disk · Free Cloud Inference With Selected Models qdrant.tech · 2 Oct 2026

Standard Tier Not published 99.5% uptime SLA qdrant.tech · 22 Sept 2026

Premium Tier Not published 99.9% uptime SLA qdrant.tech · 22 Sept 2026

Hybrid Cloud Not published Runs on customer infrastructure · Managed through Qdrant Cloud · Data stays in the customer network · Production-grade uptime qdrant.tech · 22 Sept 2026

Private Cloud Not published Dedicated isolated deployment · Custom SLAs · Full isolation · Air-gapped deployment support qdrant.tech · 22 Sept 2026

Hybrid Cloud Not published Managed clusters on your own infrastructure · Data stays in your network · Fully managed through Qdrant Cloud qdrant.tech · 2 Oct 2026

Compared on database software

Free plan: Yesqdrant.tech

Facts

Product: Qdrant is a vector similarity search engine with an API to store, search, and manage vectors with additional payload data.qdrant.tech · 2 Oct 2026
Search use cases: Qdrant describes vector databases as useful for semantic search and recommendation systems.qdrant.tech · 2 Oct 2026
Data and filtering: Qdrant points can contain vectors and JSON payload metadata, which can be used to filter search results.qdrant.tech · 2 Oct 2026
Vector support: Qdrant supports dense, sparse, and multivector configurations.qdrant.tech · 2 Oct 2026
Hybrid retrieval: Qdrant supports hybrid retrieval combining semantic and lexical search.qdrant.tech · 2 Oct 2026
Deployment: Qdrant can be run locally using its Docker image or used through Qdrant Cloud.qdrant.tech · 2 Oct 2026
APIs and clients: Qdrant provides REST and gRPC APIs and official client libraries for Python, JavaScript/TypeScript, Rust, Go, .NET, and Java.qdrant.tech · 2 Oct 2026
Integrations: Qdrant lists integrations including LangChain, LlamaIndex, Airbyte, Unstructured, DocArray, and AutoGen.qdrant.tech · 2 Oct 2026
Cloud security: Qdrant Cloud includes built-in TLS and encryption at rest, while self-hosted deployments require customer configuration for these controls.qdrant.tech · 2 Oct 2026
Security configuration: Self-hosted open-source deployments do not enable authentication or encryption by default, while Qdrant Cloud enables security features by default.qdrant.tech · 2 Oct 2026
Compliance: Qdrant says its compliance documentation for SOC 2 Type 2 and HIPAA is available through its Trust Center.qdrant.tech · 2 Oct 2026
Support: The pricing page lists community support as Discord-only and paid support options with 10h/day business-hours or 24/7 coverage.qdrant.tech · 2 Oct 2026
Free-tier limit: The free cloud tier is intended for testing and prototypes and is limited to a single-node cluster with 1GB RAM and 4GB disk.qdrant.tech · 2 Oct 2026