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Qdrant vs Weaviate
This comparison was retrieved by database IDs selected from the catalog.
Qdrant
Qdrant
Weaviate
Weaviate
Open source self-hosted free. Qdrant Cloud free tier (1GB cluster). Managed cloud from $0.014/hour. Enterprise cloud custom pricing.
Open source self-hosted free. Cloud sandbox free. Standard cloud from $25/month. Enterprise cloud custom pricing.
Open source self-hosted provides complete data control. Qdrant Cloud: review data handling policy. Enterprise cloud includes data handling agreements.
SOC 2 Type II. GDPR compliant. Open source self-hosted provides complete data control. Enterprise cloud includes data handling agreements.
Self-hosted Qdrant provides complete data control. Qdrant Cloud processes data on Qdrant managed infrastructure.
Open source self-hosted provides full data control. Managed cloud processes data on Weaviate infrastructure. Review privacy policy for cloud deployments.
- Rust implementation provides strong performance for high-throughput production workloads
- Sparse vector support enables native hybrid search without separate keyword infrastructure
- Advanced filtering with minimal performance impact on vector search queries
- Named vectors support multiple embedding types per data point for multi-modal search
- Open source with self-hosting option provides complete data control
- Built-in ML model integrations simplify vectorisation pipeline
- Hybrid search produces better retrieval quality than pure semantic search
- Multi-tenancy supports SaaS applications with multiple customers
- More setup complexity than managed services like Pinecone
- Smaller community and fewer learning resources than Weaviate or Pinecone
- Enterprise support requires cloud or custom deployment engagement
- More complex to configure than Pinecone managed service
- Self-hosted requires infrastructure management expertise
- Cloud pricing less predictable than Pinecone transparent per-index model
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