Tools
Qdrant vs Zilliz Cloud
Qdrant or Zilliz Cloud? Their plans monthly and yearly, the capabilities their makers state, security and latest updates, side by side — read from the makers' own pages.
In short
- Both: Self-hosted, API, Official SDKs, Search over your data
- Only Qdrant states: Command line, Runs models for you
Qdrant
Qdrant is an open-source vector search engine and managed cloud service for semantic search, RAG, recommendations, and AI agents.
Plans
Free Tier
Free
- Free forever
- Single Node Cluster
- 0.5 vCPU / 1GB RAM / 4 GB Disk
- Free Cloud Inference With Selected Models
Standard Tier
- from 25$
- Usage-based pricing
- Dedicated Resources
- Flexible Vertical and Horizontal Scaling
- Highly Available Setups
- Backup & Disaster Recovery
- 99.5% Uptime SLA
Prices checked 2026-09-25 on the maker’s page.
Capabilities
- Command line — “API, Terraform, Pulumi, CLI” source
- Self-hosted — “Open-source DNA with enterprise-grade security and flexibility — run on-prem, hybrid, edge, or move seamlessly to Qdrant Cloud.” source
- API — “Start with a single API call — scale to advanced control over HNSW, hybrid fusion, reranking, and multi-vector retrieval, all via REST, gRPC, or official clients (Python, JavaScript, etc.).” source
- Official SDKs — “official clients (Python, JavaScript, etc.).” source
- Runs models for you — “Generate text and image embeddings and run vector search in Qdrant Cloud — no separate pipeline or infrastructure needed.” source
- Search over your data — “Deliver context-rich answers with hybrid dense – sparse retrieval, metadata filters, and fresh updates.” source
Security
- SOC 2 Type II — “Qdrant holds SOC 2 Type 2 and HIPAA certifications.” source
- SOC 2 — “Qdrant holds SOC 2 Type 2 and HIPAA certifications.” source
- GDPR — “For deployments subject to GDPR, Qdrant provides a Data Processing Agreement covering data protection and privacy commitments.” source
- HIPAA — “Qdrant is HIPAA certified and Business Associate Agreement is available for Qdrant Managed Cloud.” source
- Data kept in the EU — “Data in Qdrant clusters stored only in the cluster's deployment region.” source
Latest updates
- v1.19.0 (v1.19.0)
Added 4-bit TurboQuant storage, per-component memory controls, keyword prefix filters, and per-query IDF for sparse search.
- v1.18.0 (v1.18.0)
- v1.17.0 (v1.17.0)
Added relevance feedback, optimization and telemetry APIs, update queue and controls, audit logging, weighted RRF, and upsert modes.
Zilliz Cloud
Managed Milvus cloud service for building vector search, retrieval, and AI applications.
Plans
Free
Free
- 5 GB storage
- 2.5M vCUs per month included
- Up to 5 collections
- Community support: Slack invite link
Standard
- From $0 /month (Serverless)
- From $126 /GB/month (Dedicated)
- From $63 per million vectors / month
- From $16 per million vectors / month
- From $5 per million vectors / month
- Fully managed vector databases with core APIs
- Backup, restore, and basic monitoring
- Built-in encryption for data in transit and at rest
- Community support: Slack invite link
Enterprise
- From $197 /month (Dedicated)
- 99.95% uptime SLA
- Audit logs, SSO (SAML 2.0 based), granular RBAC
- Multi-replica and elastic scaling
- Private endpoint and VPC peering
- On-demand Enterprise support included
Business Critical
Price on request
- Global cluster with high-level availability and disaster recovery
- Advanced security: CMEK and full-path in-transit encryption (edge TLS + internal)
- HIPAA-eligible with enhanced data privacy features
- Priority support and rapid incident response
Prices checked 2026-09-26 on the maker’s page.
Capabilities
- Self-hosted — “Deploy on your infrastructure of choice” source
- API — “Intuitive RESTful APIs for control and data plane operations” source
- Official SDKs — “Python, Java, Go, and Node.js SDKs” source
- Search over your data — “Store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning (ML) models.” source
Security
- SOC 2 Type II — “SOC 2 Type II” source
- SOC 2 — “SOC 2 Type II” source
- ISO 27001 — “ISO/IEC 27001” source
- GDPR — “Privacy protections for EU and EEA data.” source
- HIPAA — “U.S privacy regulation safeguarding health information.” source
Latest updates
- 🔐 Enhanced access control — Separate organization and project roles, create custom project roles, assign roles to IdP-synced groups, provision users and groups with SCIM , and manage roles through AP
Separate organization and project roles; create custom roles; capture slow requests for analysis; configure replicas and autoscaling at cluster creation.
- New Region : 🇯🇵 Tokyo, Japan (GCP)
Tokyo, Japan (GCP).
- New Region : 🇬🇧 London, United Kingdom (AWS)
London, United Kingdom (AWS).