AWS Glue vs Dagster
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers fewer features (31 vs 41) and more integrations (29 vs 10). Starting price: AWS Glue at Free vs Dagster at $10/mo. AWS Glue has 31 unique features while Dagster has 41 unique features, with 0 features in common.
| AWS Glue | Dagster | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 41 |
| AI-Powered Features | 4 | 4 |
| Starting Price | Free | $10/mo |
| Pricing Tiers | 10 | 4 |
| Integrations | 29 | 10 |
| Shared Features | 0 | |
| Shared Integrations | 1 | |
| Data Quality | 90% | 85% |
Feature Comparison by Category
AI Assistance (3 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
AI/ML (0 vs 3)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AI & ML Workflows | ||
| Ask-AI | ||
| Compass - AI Data Analyst |
Automation (0 vs 1)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Event-based Automations |
Compliance (0 vs 1)
| Feature | AWS Glue | Dagster |
|---|---|---|
| SOC 2 Type II & HIPAA Compliance |
Cost Management (0 vs 1)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Cost Tracking for BigQuery and Snowflake |
Cost Optimization (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue Flex |
Data Governance (0 vs 6)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Asset Metadata in UI | ||
| Asset-level Lineage | ||
| Catalog Focus-mode | ||
| Catalog Search | ||
| Column-level Lineage | ||
| Data Catalog & Lineage |
Data Integration (0 vs 1)
| Feature | AWS Glue | Dagster |
|---|---|---|
| ETL & ELT Pipelines |
Data Preparation (2 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue DataBrew | ||
| FindMatches ML Feature |
Data Processing (2 vs 3)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue for Ray | ||
| Backfills | ||
| Data Transformation | ||
| Open Source Framework Support | ||
| Partitions |
Data Quality (1 vs 2)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue Data Quality | ||
| Asset Freshness Checks | ||
| Asset Quality Checks |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue Schema Registry |
Deployment (0 vs 4)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Branch Deployments | ||
| Flexible Deployment Options | ||
| Multi-tenant Instances | ||
| Serverless Deployments |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Git Integration |
Development (1 vs 1)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue Studio Job Notebooks | ||
| Local Dev Workflow |
Development & Customization (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
ETL Development (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Integration (3 vs 1)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Amazon SageMaker Integration | ||
| Integration with dbt Tests | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Monitoring (0 vs 7)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Alerts | ||
| Custom Metrics | ||
| Integrated Observability | ||
| Metrics-based Alerts | ||
| Monitoring & Alerting | ||
| Platform and Pipeline Metrics | ||
| Realtime Health Metrics |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| CloudWatch Integration |
Orchestration (1 vs 2)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Asset-based Orchestration | ||
| Job Scheduling and Orchestration | ||
| Workflow-based Orchestration |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Apache Iceberg Statistics | ||
| Apache Iceberg Table Optimization | ||
| Auto Scaling | ||
| Materialized View Auto-refresh | ||
| Snapshot Retention Optimizer | ||
| Unreferenced File Deletion |
Security (0 vs 5)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Audit Logs | ||
| Role-based Access Control | ||
| SAML Integration | ||
| SAML Sync | ||
| SSO & SCIM |
Security & Governance (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Fine-Grained Access Control |
Streaming (1 vs 0)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Serverless Streaming ETL |
Support (0 vs 3)
| Feature | AWS Glue | Dagster |
|---|---|---|
| Dedicated Slack or Microsoft Teams Channel | ||
| Personalized Onboarding Support | ||
| Premium Support |
Unique Features
Only in AWS Glue (31)
Accelerate Debugging with GenAI Troubleshooting
Amazon Q Data Integration
Modernize Apache Spark Jobs with GenAI Upgrades
AWS Glue Flex
AWS Glue DataBrew
FindMatches ML Feature
AWS Glue for Ray
Open Source Framework Support
AWS Glue Data Quality
AWS Glue Sensitive Data Detection
AWS Glue Schema Registry
AWS Glue Studio Job Notebooks
Custom Visual Transforms
AWS Glue Interactive Sessions
Git Integration
Automatic Schema Discovery
AWS Glue Data Catalog
AWS Glue Studio - Drag-and-Drop ETL Editor
Amazon SageMaker Integration
Zero-ETL Integration for Multiple Data Sources
+ 11 more 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
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