Qdrant vs Weaviate
Relationship
Qdrant and Weaviate Database both list vector search; scale not recorded for either.
Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.
3 shared capabilities — Across all their products, both list knowledge retrieval, model inference and vector search.
Ludbee capability tags · every product each company sellsShared product type — Both ship API service.
Ludbee product recordsAligned comparison
Capability overlap
Shared · 3
Identical capability tags in the records.
Products, side by side
Algorithmic pairing — assembled from recorded fields, not hand-checked
Qdrant
API service
Embedding generation run inside Qdrant Cloud so text or images are vectorised and searched in a single API call.
Weaviate
API service
A managed service that extracts and stores searchable memories for AI agents and applications.
Open-source vector database and its managed Weaviate Cloud, with a Query Agent, an embeddings service and multi-tenancy.
A managed inference service that generates vector embeddings for data and queries in Weaviate Cloud.
No counterpart
Qdrant sells these in a stack layer with no product recorded for Weaviate yet — nothing on the other side to compare them against.
Data service
Apache-2.0 vector database and similarity-search engine written in Rust, run on the user's own infrastructure.
Managed Qdrant clusters on AWS, Google Cloud and Azure, with a free single-node tier and consumption billing above it.
In-process vector search engine for embedded devices, autonomous systems and mobile agents, in beta.
Qdrant's managed control plane over clusters a customer runs in their own Kubernetes, in any cloud, on-premises or at the edge.
Fully on-premise Qdrant deployment for buyers who cannot let a vendor-run control plane touch their environment.
Announced serverless edition of Qdrant Cloud in which a collection is created and queried with no cluster to size or scale.
Weaviate sells these in a stack layer with no product recorded for Qdrant yet — nothing on the other side to compare them against.
AI agent
An agent that searches a Weaviate Cloud database using natural-language questions.