Milvus vs. Qdrant Comparison


Milvus Zilliz	Qdrant	+	+
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About Vector database built for scalable similarity search. Open-source, highly scalable, and blazing fast. Store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning (ML) models. With Milvus vector database, you can create a large-scale similarity search service in less than a minute. Simple and intuitive SDKs are also available for a variety of different languages. Milvus is hardware efficient and provides advanced indexing algorithms, achieving a 10x performance boost in retrieval speed. Milvus vector database has been battle-tested by over a thousand enterprise users in a variety of use cases. With extensive isolation of individual system components, Milvus is highly resilient and reliable. The distributed and high-throughput nature of Milvus makes it a natural fit for serving large-scale vector data. Milvus vector database adopts a systemic approach to cloud-nativity, separating compute from storage.	About Qdrant is a high-performance, composable vector search engine built in Rust for production-grade semantic, hybrid, and agentic workloads. Combine dense vectors, sparse vectors, metadata filters, multi-vector representations, and custom scoring as primitives at query time. Written in Rust for memory efficiency, SIMD optimization, and predictable performance without garbage collection pauses. No wrappers, no bolt-ons, no legacy compromises — just a custom HNSW implementation and storage engine built specifically for vector workloads.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Enterprises in need of a solution to manage their vector data and create a large scale similarity search service	Audience Anyone interested in a vector search engine
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported
Company Information Zilliz Founded: 2020 United States milvus.io	Company Information Qdrant Founded: 2021 Germany qdrant.tech/
Alternatives Qdrant	Alternatives Pinecone
Zilliz Cloud Zilliz	Zilliz Cloud Zilliz
Chroma	Actian VectorAI DB Actian
LanceDB	Weaviate
Pinecone View All	Vespa Vespa.ai View All
Categories Context Engineering Supported Database Supported Vector Databases Supported	Categories AI Memory Layers Supported Context Engineering Supported eCommerce Search Supported Neural Search Supported Site Search Supported Vector Databases Supported

Integrations Cognee Supported Database Mart Supported IBM watsonx.data Supported Activepieces Not Supported Airtool Not Supported Apify Not Supported Azure Blob Storage Supported Azure Marketplace Not Supported Broxi AI Not Supported ChatGPT Pro Not Supported CogniSync Not Supported Docker Supported Kong AI Gateway Not Supported LLMWare.ai Not Supported Leo Not Supported Mimasa AI Not Supported MinIO Supported OmniMind Not Supported OpenLIT Not Supported Zilliz Cloud Supported Show More Integrations View All 12 Integrations	Integrations Cognee Supported Database Mart Supported IBM watsonx.data Supported Activepieces Supported Airtool Supported Apify Supported Azure Blob Storage Not Supported Azure Marketplace Supported Broxi AI Supported ChatGPT Pro Supported CogniSync Supported Docker Not Supported Kong AI Gateway Supported LLMWare.ai Supported Leo Supported Mimasa AI Supported MinIO Not Supported OmniMind Supported OpenLIT Supported Zilliz Cloud Not Supported Show More Integrations View All 32 Integrations
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