Deploy Chroma Cloud
👉 $5 Free Credits • Perfect for Rapid RAG Pipelines
Deploy Managed Milvus
👉 Free Tier Cluster • Built for Billion-Scale Vectors
Chroma DB
- Rate Limit Cap
- Usage Based
- MFA Support
- Enforced via Chroma Cloud console two-factor authentication
- Enterprise SSO SAML
- Available on Enterprise plans with SAML and organization RBAC
- Custom Domain Support
- Custom API endpoints and dedicated instances on Enterprise tiers
- Supported SDKs
- Python, JavaScript, TypeScript, LangChain, LlamaIndex integrations
- Social Providers
- GitHub OAuth for Chroma Cloud account login
- Compliance Standards
- SOC 2 Type II, GDPR on Enterprise agreements
- Webhook Fallback Policy
- Event-driven upserts via application queues with idempotent collection IDs
Insight: Chroma DB
Start on the starter credit plan and monitor GiB consumption before scaling to dedicated clusters for production RAG workloads.
Milvus
- Free Tier Allowance
- Open Source / Lite
- Rate Limit Cap
- Unlimited
- MFA Support
- Enforced via Zilliz Cloud console MFA and organization access policies
- Enterprise SSO SAML
- Available on Enterprise with SAML SSO and dedicated clusters
- Custom Domain Support
- Private cloud and hybrid deployments on Enterprise tiers
- Supported SDKs
- Python, JavaScript, Go, Java, REST, gRPC, LangChain, LlamaIndex
- Social Providers
- GitHub OAuth for Zilliz Cloud account login
- Compliance Standards
- SOC 2 Type II, GDPR; HIPAA on Enterprise agreements
- Webhook Fallback Policy
- Change data capture and bulk import with configurable retry on failed batches
Insight: Milvus
Run Milvus Lite locally for prototyping, then migrate to Zilliz Cloud or self-managed Kubernetes for production scale.