Affiliate link. Joute earns a commission at no extra cost to you. Our verdict stays independent.
Le cron de tracking demarre lundi prochain a 6h UTC. Joute scrape hebdomadairement les pricing pages de cet outil et trace les variations sur 12 mois.
Donnees disponibles des la premiere capture. Revenez lundi.
Qdrant in brief
The best open source vector database for performance. Written in Rust, it delivers excellent speed at lower infrastructure cost than Pinecone. The choice of demanding agentic engineers.
- Price€30/month
- CategoryCode
- RecommendedYes
The essentials
- Open source vector database written in Rust for performance
- Free self-hosting, Qdrant cloud from €30/month
- Fast similarity search with advanced filters
- Performant and cheaper alternative to Pinecone
What is Qdrant?
Qdrant is an open source vector database written in Rust. The main argument: performance. Rust pushes latency and throughput to levels above alternatives written in Python or Go. Qdrant supports hybrid search (dense + sparse), complex filters and rich payloads on vectors. You can self-host it for free via Docker or use managed Qdrant cloud. Documentation is excellent and the community very active. It's the preferred vector database for teams with performance or cost constraints.
Strengths
Superior performance thanks to Rust
Qdrant's search speed is among the best on the market, backed by public benchmarks.
Simple self-hosting via Docker
Deploying Qdrant locally or on your own server takes minutes. Zero vendor lock-in.
Advanced filters and payloads
Qdrant lets you filter results with complex conditions on metadata, which is essential for business RAG applications.
Limits
Self-hosting requires DevOps skills
Qdrant cloud solves this, but self-hosting means managing persistence, backups and updates.
Ecosystem slightly less rich than Pinecone
Pinecone is integrated first in the majority of tutorials. Qdrant is catching up but some examples are missing.
Pricing
Free self-hosting (open source). Qdrant cloud from €30/month. Check qdrant.tech/cloud for details.
Alternatives
Qdrant = open source Rust vector database. Pinecone (pinecone.io) = €70/month, easier but more expensive. Weaviate (weaviate.io) = €25/month, richer features. Chroma (trychroma.com) = free for beginners, less performant.
Verdict
Qdrant is the best choice for agentic engineers optimizing performance and cost. Self-hosting is simple and free. Qdrant cloud is cheaper than Pinecone with equivalent or superior performance.
FAQ
Is Qdrant hard to set up self-hosted?
No, a single Docker command is enough to launch a local instance.
Does Qdrant support hybrid search?
Yes, Qdrant supports sparse + dense hybrid search natively.
Can you migrate from Pinecone to Qdrant?
Yes, by re-indexing embeddings into Qdrant. The process is manual but documented.
Is Qdrant actively maintained?
Yes, the team is active on GitHub and the product evolves quickly.
Joute may receive a commission on subscriptions taken out via the links in this article. This doesn't change our reviews.
Screenshots Qdrant
7
Qdrant : 0/10.
The best open source vector database for performance. Written in Rust, it delivers excellent speed at lower infrastructure cost than Pinecone. The choice of demanding agentic engineers..
Test Qdrant yourself
A free trial is available. Plan thirty minutes to form your own opinion.
Affiliate link. Joute earns a commission at no extra cost to you. Our verdict stays independent.
Qdrant
€30/month