Deploy OpenSearch Core
👉 100% Open Source Apache 2.0 • Community Driven
Deploy Qdrant Cloud
👉 1 GB Free Vector Storage • High-Performance Rust Engine
OpenSearch
- Free Tier Allowance:
- Open Source
- Rate Limit Cap:
- Cluster Bound
- MFA Support:
- Enforced via AWS IAM and OpenSearch dashboard access policies
- Enterprise SSO SAML:
- Supported on Amazon OpenSearch Service with SAML and Cognito federation
- Custom Domain Support:
- VPC-bound domains with AWS PrivateLink and custom endpoint routing
- Supported SDKs:
- JavaScript, Python, Java, Go, Ruby, .NET, REST, OpenSearch DSL
- Social Providers:
- AWS IAM and corporate SSO for OpenSearch Service authentication
- Compliance Standards:
- SOC 1/2/3, ISO 27001, HIPAA Eligible, PCI-DSS Compliant, FedRAMP Moderate
- Webhook Fallback Policy:
- Alerting plugins and event-driven indexing with configurable retry policies
Qdrant Cloud Vector Search
- MFA Support:
- Enforced via Qdrant Cloud console two-factor authentication
- Enterprise SSO SAML:
- Available on Enterprise with SAML, OIDC, and dedicated clusters
- Custom Domain Support:
- Private cloud and hybrid deployments on Enterprise tiers
- Supported SDKs:
- Python, JavaScript, Rust, Go, Java, REST, gRPC, LangChain
- Social Providers:
- GitHub and Google OAuth for Qdrant Cloud account login
- Compliance Standards:
- SOC 2 Type II, GDPR; HIPAA on Enterprise agreements
- Webhook Fallback Policy:
- Snapshot exports and WAL replay for disaster recovery on managed clusters
OpenSearch
Enable k-NN vector search plugins early when building hybrid retrieval pipelines to avoid reindexing after traffic scales.
Qdrant Cloud Vector Search
Use payload indexes on filter fields you query alongside vectors to avoid full-scan payload evaluation at scale.