Elasticsearch vs Qdrant Cloud Vector Search Search

Elasticsearch vs Qdrant Cloud Vector Search Specs
  • Free Tier Allowance
  • Rate Limit Cap
  • Session Lifetime
  • Overage Fee per 1k MAU
Comparison chart between Elasticsearch and Qdrant Cloud Vector Search raw data
MetricElasticsearchQdrant Cloud Vector Search
Free Tier AllowanceSelf-Hosted Only1 GB
Rate Limit CapCluster Bound200 RPS
Session Lifetime24 Hours24 Hours
Overage Fee per 1k MAU$010 USD/GB
Deploy Elasticsearch
👉 Open Source Core • Unbound Enterprise Cluster Search
Deploy Qdrant Cloud
👉 1 GB Free Vector Storage • High-Performance Rust Engine
Elasticsearch
Free Tier Allowance:
Self-Hosted Only
Rate Limit Cap:
Cluster Bound
MFA Support:
Enforced via Elastic Cloud console MFA and SAML-enforced organization login
Enterprise SSO SAML:
Supported on Enterprise plans with SAML, OIDC, and RBAC
Custom Domain Support:
Custom domains and private endpoints on Elastic Cloud Enterprise
Supported SDKs:
JavaScript, Python, Java, Go, Ruby, PHP, .NET, REST, Elasticsearch DSL
Social Providers:
Google and corporate SSO for Elastic Cloud account management
Compliance Standards:
SOC 2 Type II, ISO 27001, HIPAA, PCI-DSS, GDPR on Enterprise tiers
Webhook Fallback Policy:
Watcher alerts and ingest pipelines with dead-letter index replay patterns
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
Elasticsearch
Use index lifecycle management to roll hot indices to warm tiers and control storage costs on long-retention log data.
Qdrant Cloud Vector Search
Use payload indexes on filter fields you query alongside vectors to avoid full-scan payload evaluation at scale.