HelixDB vs Qdrant Comparison in 2025

HelixDB

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HelixDB is a high-performance database system designed with a focus on developer experience and efficient data operations. Built in Rust and powered by LMDB as its storage engine, it combines the reliability of a proven storage layer with modern features tailored for AI and vector-based applications.

Qdrant

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Qdrant is a vector database for storing, searching, and managing high - dimensional vectors. It offers efficient storage, fast similarity search, scalability, and rich API. Ideal for AI, ML, and NLP applications. Click to learn more!

HelixDB

Launched	2025-02
Pricing Model	Free
Starting Price
Tech used	Next.js,Vercel,Gzip,Webpack,HSTS
Tag	Vector Database

Qdrant

Launched	2020-10
Pricing Model	Freemium
Starting Price
Tech used	Google Analytics,Google Tag Manager,Hugo,Google Fonts,Netlify,Clipboard.js,jQuery,Polyfill.io,Splide,JSON Schema,OpenGraph,Progressive Web App,RSS,HSTS
Tag	Vector Database

HelixDB Rank/Visit

Global Rank	4018837
Country	United States
Month Visit	4691

Top 5 Countries

71.35%

28.65%

United States India

Traffic Sources

15.49%

1.67%

0.11%

7.78%

29.78%

45.03%

social paidReferrals mail referrals search direct

Qdrant Rank/Visit

Global Rank	141022
Country	India
Month Visit	357130

Top 5 Countries

15.36%

12.72%

5.31%

3.77%

3.13%

India United States Germany China Spain

Traffic Sources

3.02%

0.79%

0.09%

8.21%

51.92%

35.97%

social paidReferrals mail referrals search direct

Estimated traffic data from Similarweb

What are some alternatives?

When comparing HelixDB and Qdrant, you can also consider the following products

HelixML - Helix is a private GenAI stack for building AI agents with declarative pipelines, knowledge (RAG), API bindings, and first-class testing.

Helix - Build private GenAI apps with HelixML. Control your data & models with our self-hosted platform. Deploy on-prem, VPC, or our cloud.

Lancedb - LanceDB: Blazing-fast vector search & multimodal data lakehouse for AI. Unify petabyte-scale data to build & train production-ready AI apps.

Seekdb - OceanBase seekdb is an open-source, AI-native search database that unifies relational, vector, text, JSON and GIS in a single engine, enabling hybrid search and in-database AI workflows.

FalkorDB - FalkorDB: Ultra-fast graph database. Achieve accurate GenAI with GraphRAG, eliminate LLM hallucinations, & scale 10K+ tenants with zero overhead.