Azure Databricks Pricing
Azure Databricks costs 10% to 20% more than AWS but offers deep Microsoft ecosystem integration. Full DBU rates, recommended VM sizes, and guidance on the Standard tier sunset.
The Azure Premium
Azure Databricks is a first-party Azure service jointly developed by Microsoft and Databricks. This means billing goes through your Azure subscription, support comes from Microsoft, and integration with Entra ID (Azure AD), Key Vault, and Virtual Networks is native. The 10% to 20% cost premium over AWS reflects this deeper integration.
For organizations already committed to Azure, this premium is usually worth it. Using Databricks on AWS from an Azure-centric org means managing a separate cloud account, separate identity system, and separate billing. The Azure premium buys operational simplicity.
Azure DBU Rate Table
Premium tier rates. Standard tier (lower rates) is being sunset October 2026.
| Compute Type | Premium Rate | vs AWS |
|---|---|---|
| Jobs Light Compute | $0.10 | +43% |
| Jobs Compute | $0.20 | +33% |
| Delta Live Tables Core | $0.25 | +25% |
| Delta Live Tables Pro | $0.30 | +20% |
| All-Purpose Compute | $0.55 | +38% |
| SQL Classic | $0.22 | Same |
| SQL Pro | $0.55 | Same |
| SQL Serverless | $0.70 | Same |
| Model Training | $0.70 | +8% |
| Model Serving | $0.07 | Same |
Azure SQL rates are comparable to AWS. The premium mainly affects compute-intensive workloads (Jobs, All-Purpose, DLT).
Recommended Azure VM Sizes
| VM Size | vCPU | Memory | $/hr | DBU/hr | Best For |
|---|---|---|---|---|---|
| Standard_DS3_v2 | 4 | 14 GB | $0.264 | 0.75 | General ETL |
| Standard_DS4_v2 | 8 | 28 GB | $0.528 | 1.50 | Medium workloads |
| Standard_L8s_v3 | 8 | 64 GB | $0.624 | 2.00 | Storage-optimized, caching |
| Standard_L16s_v3 | 16 | 128 GB | $1.248 | 4.00 | Large ETL pipelines |
| Standard_E8s_v5 | 8 | 64 GB | $0.504 | 2.00 | Memory-intensive analytics |
| Standard_NC6s_v3 | 6 | 112 GB | $3.060 | 5.50 | GPU ML training |
Azure-Specific Features
Entra ID (Azure AD) Integration
Native SSO with your existing Azure Active Directory. No separate identity management. Conditional access policies, MFA, and group-based permissions carry over automatically. This is the most seamless enterprise auth integration across all Databricks deployment options.
Power BI DirectQuery
Connect Power BI directly to Databricks SQL Warehouses without importing data. Dashboards query live data, ensuring reports are always current. This native integration is a key reason Azure-centric organizations choose Azure Databricks over the AWS or GCP versions.
Azure DevOps CI/CD
Native integration with Azure DevOps for notebook version control, CI/CD pipelines, and automated testing. Deploy Databricks jobs and notebooks through the same Azure DevOps workflows you use for other Azure services.
Synapse Analytics
Azure Databricks integrates with Azure Synapse Analytics for hybrid architectures. Use Databricks for data engineering and ML, Synapse for dedicated SQL pools and data warehousing. Data flows between the two services via ADLS Gen2 without duplication.
Standard Tier Sunset: October 2026
Microsoft is retiring the Azure Databricks Standard tier on October 1, 2026. All Standard tier workspaces must migrate to Premium before this date.
Impact on pricing: Premium DBU rates are approximately 50% higher than Standard. A Jobs Compute workload that costs $0.15/DBU on Standard will cost $0.20/DBU on Premium. Budget accordingly for the increase.
What you gain: Unity Catalog for governance, row-level and column-level security, SCIM provisioning, audit logging, IP access lists, and customer-managed keys. These features were previously Enterprise-only on AWS but come standard with Azure Premium.
Monthly Cost Examples
Small Analytics Team
$146/mo2x Standard_DS3_v2, 8 hrs/day, 22 days, Premium
DBU Cost
$53
Azure VM Cost
$93
Production ETL Pipeline
$626/mo4x Standard_L8s_v3, 10 hrs/day, 22 days, spot workers
DBU Cost
$352
Azure VM Cost
$274
BI + SQL Analytics
$3,476/moSQL Pro warehouse, Medium, 10 hrs/day, 22 days
DBU Cost
$2,420
Azure VM Cost
$1,056
Enterprise Data Platform
$14,000/moMixed: ETL + SQL + ML clusters, 50 users
DBU Cost
$8,400
Azure VM Cost
$5,600