Dagster vs Azure Data Factory
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Dagster offers more features (41 vs 18) and fewer integrations (10 vs 12). Starting price: Dagster at $10/mo vs Azure Data Factory at Contact Sales. Dagster has 41 unique features while Azure Data Factory has 18 unique features, with 0 features in common.
| Dagster | Azure Data Factory | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 41 | 18 |
| AI-Powered Features | 4 | 1 |
| Starting Price | $10/mo | Contact Sales |
| Pricing Tiers | 4 | 0 |
| Integrations | 10 | 12 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 85% | 55% |
Feature Comparison by Category
AI/ML (3 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| AI & ML Workflows | ||
| Ask-AI | ||
| Compass - AI Data Analyst |
Automation (1 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Event-based Automations | ||
| Intelligent Intent-Driven Mapping |
Compliance (1 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| SOC 2 Type II & HIPAA Compliance |
Cost Management (1 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Cost Tracking for BigQuery and Snowflake |
Data Governance (6 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Asset Metadata in UI | ||
| Asset-level Lineage | ||
| Catalog Focus-mode | ||
| Catalog Search | ||
| Column-level Lineage | ||
| Data Catalog & Lineage |
Data Integration (1 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| ETL & ELT Pipelines | ||
| Hybrid Data Integration |
Data Processing (3 vs 2)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Backfills | ||
| Code-free ETL/ELT Pipeline Creation | ||
| Data Flows | ||
| Data Transformation | ||
| Partitions |
Data Quality (2 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Asset Freshness Checks | ||
| Asset Quality Checks |
Deployment (4 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Branch Deployments | ||
| Flexible Deployment Options | ||
| Multi-tenant Instances | ||
| Serverless Deployments |
DevOps (0 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Git Integration and CI/CD Support |
Development (1 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Local Dev Workflow |
Infrastructure (0 vs 3)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Fully Managed Serverless Service | ||
| Integration Runtime | ||
| Multi-Region Availability |
Integration (1 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Integration with dbt Tests |
Integrations (0 vs 2)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Azure Synapse Analytics Integration | ||
| Built-in Connectors |
Migration (0 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| SSIS Migration and Rehosting |
Monitoring (7 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Alerts | ||
| Custom Metrics | ||
| Integrated Observability | ||
| Metrics-based Alerts | ||
| Monitoring & Alerting | ||
| Pipeline Orchestration and Monitoring | ||
| Platform and Pipeline Metrics | ||
| Realtime Health Metrics |
Orchestration (2 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Asset-based Orchestration | ||
| Workflow-based Orchestration |
Performance (0 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| High-Throughput Data Transfer |
Reliability (0 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Service Level Agreement (SLA) |
SaaS Integration (0 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| SaaS App Enrichment |
Security (5 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Audit Logs | ||
| Embedded Security and Compliance | ||
| Role-based Access Control | ||
| SAML Integration | ||
| SAML Sync | ||
| SSO & SCIM |
Support (3 vs 0)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Dedicated Slack or Microsoft Teams Channel | ||
| Personalized Onboarding Support | ||
| Premium Support |
Usability (0 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Citizen Integrator Support |
User Interface (0 vs 1)
| Feature | Dagster | Azure Data Factory |
|---|---|---|
| Visual Authoring |
Unique Features
Only in Dagster (41)
AI & ML Workflows
Ask-AI
Compass - AI Data Analyst
Event-based Automations
SOC 2 Type II & HIPAA Compliance
Cost Tracking for BigQuery and Snowflake
Asset Metadata in UI
Asset-level Lineage
Catalog Focus-mode
Catalog Search
Column-level Lineage
Data Catalog & Lineage
ETL & ELT Pipelines
Backfills
Data Transformation
Partitions
Asset Freshness Checks
Asset Quality Checks
Branch Deployments
Flexible Deployment Options
+ 21 more unique features
Only in Azure Data Factory (18)
Intelligent Intent-Driven Mapping
Hybrid Data Integration
Code-free ETL/ELT Pipeline Creation
Data Flows
Git Integration and CI/CD Support
Fully Managed Serverless Service
Integration Runtime
Multi-Region Availability
Azure Synapse Analytics Integration
Built-in Connectors
SSIS Migration and Rehosting
Pipeline Orchestration and Monitoring
High-Throughput Data Transfer
Service Level Agreement (SLA)
SaaS App Enrichment
Embedded Security and Compliance
Citizen Integrator Support
Visual Authoring
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