Best Qdrant alternatives in 2026
10 direct alternatives to Qdrant, compared on pricing, features, and best-for use cases. Pick the right replacement without the marketing fluff.
Why people leave Qdrant
Qdrant is an open-source vector similarity search engine. Features horizontal scaling, filtering, and high availability for production AI applications.
Common reasons teams switch: pricing as you scale, missing integrations, performance, or a feature gap your team has hit. The alternatives below cover the same core job (vector databases) with different trade-offs.
10 alternatives to Qdrant
Ranked by editorial score and direct relevance to Qdrant.
- 1
Pinecone
FreemiumVector database
Direct alternativeCompare Qdrant vs Pinecone → - 2
Weaviate
FreemiumOpen-source vector database with ML
Direct alternativeCompare Qdrant vs Weaviate → - 3
Chroma
PaidOpen-source vector database for AI applications
Direct alternativeCompare Qdrant vs Chroma → - 4
Vespa
FreemiumSearch and recommendation engine at scale
Direct alternativeCompare Qdrant vs Vespa → - 5
Milvus
FreeOpen-source vector database for AI
Direct alternativeCompare Qdrant vs Milvus → - 6
LanceDB
FreeServerless vector database for AI applications
Direct alternativeCompare Qdrant vs LanceDB → - 7
Zilliz
FreemiumCloud vector database for AI
Direct alternativeCompare Qdrant vs Zilliz → - 8
Vectorize.ai
FreeSpin a wheel or scratch cards to win deposit bonuses in multiple languages.
Direct alternativeCompare Qdrant vs Vectorize.ai → - 9
GPUStack
PaidAutomate and optimize large language model deployment for peak inference performance.
Direct alternativeCompare Qdrant vs GPUStack → - 10
Turbopuffer
PaidServerless vector and full-text search engine built on object storage for AI applications.
Direct alternativeCompare Qdrant vs Turbopuffer →
Side-by-side comparisons
In-depth comparison pages for Qdrant versus each alternative.
Still considering Qdrant?
See the full review, pricing breakdown, and community feedback before you decide.