{"name":"Qdrant","tagline":"Rust-built open-source vector DB — fast, lean and easy to self-host.","url":"https://qdrant.tech","category":"data","pricing":"freemium","price_note":"self-host free; managed cloud free tier, paid usage-based","free_tier":true,"open_source":true,"api":true,"self_host":true,"verdict":"ship","verdict_text":"The pragmatic vector DB pick: single binary, low footprint, predictable performance, and a free cloud tier that is actually usable. Most RAG prototypes should start here.","limitations":["Fewer built-in retrieval features than Weaviate; bring your own reranking.","Clustering and sharding maturity behind the incumbents.","Smaller ecosystem and fewer integrations than Pinecone."],"strengths":["Pragmatic vector DB: single binary, low footprint, predictable performance.","Free cloud tier is actually usable; most RAG prototypes should start here."],"use_for":["A first RAG store you can self-host or try managed.","Teams that want a lean Rust engine more than a feature zoo."],"skip_when":["You need Weaviate-style built-in retrieval and reranking.","Clustering and sharding have to match incumbent maturity.","The team needs Pinecone's wider integrations."],"receipts":["https://github.com/qdrant/qdrant"],"affiliate":"none","evidence_tier":"source-verified","momentum":"blueshift","featured":false,"data_sensitivity":{"trains_on_inputs":"unknown","local_processing":true},"last_verified":"2026-08-19","observed_by":"whysanesanders","slug":"qdrant","canonical_url":"https://noemium.com/tools/qdrant/","attribution":"Noemium catalog data is licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). See https://noemium.com/method/ for how entries are verified."}