AWS Glue vs Azure Data Factory
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers more features (31 vs 18) and more integrations (29 vs 12). Starting price: AWS Glue at Free vs Azure Data Factory at Contact Sales. AWS Glue has 31 unique features while Azure Data Factory has 18 unique features, with 0 features in common.
| AWS Glue | Azure Data Factory | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 18 |
| AI-Powered Features | 4 | 1 |
| Starting Price | Free | Contact Sales |
| Pricing Tiers | 10 | 0 |
| Integrations | 29 | 12 |
| Shared Features | 0 | |
| Shared Integrations | 3 | |
| Data Quality | 90% | 55% |
Feature Comparison by Category
AI Assistance (3 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
Automation (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Intelligent Intent-Driven Mapping |
Cost Optimization (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue Flex |
Data Integration (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Hybrid Data Integration |
Data Preparation (2 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue DataBrew | ||
| FindMatches ML Feature |
Data Processing (2 vs 2)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue for Ray | ||
| Code-free ETL/ELT Pipeline Creation | ||
| Data Flows | ||
| Open Source Framework Support |
Data Quality (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue Data Quality |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue Schema Registry |
DevOps (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Git Integration and CI/CD Support |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Git Integration |
Development (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue Studio Job Notebooks |
Development & Customization (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
ETL Development (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Infrastructure (0 vs 3)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Fully Managed Serverless Service | ||
| Integration Runtime | ||
| Multi-Region Availability |
Integration (3 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Amazon SageMaker Integration | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Integrations (0 vs 2)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Azure Synapse Analytics Integration | ||
| Built-in Connectors |
Migration (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| SSIS Migration and Rehosting |
Monitoring (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Pipeline Orchestration and Monitoring |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| CloudWatch Integration |
Orchestration (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Job Scheduling and Orchestration |
Performance (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| High-Throughput Data Transfer |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Apache Iceberg Statistics | ||
| Apache Iceberg Table Optimization | ||
| Auto Scaling | ||
| Materialized View Auto-refresh | ||
| Snapshot Retention Optimizer | ||
| Unreferenced File Deletion |
Reliability (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Service Level Agreement (SLA) |
SaaS Integration (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| SaaS App Enrichment |
Security (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Embedded Security and Compliance |
Security & Governance (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Fine-Grained Access Control |
Streaming (1 vs 0)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Serverless Streaming ETL |
Usability (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Citizen Integrator Support |
User Interface (0 vs 1)
| Feature | AWS Glue | Azure Data Factory |
|---|---|---|
| Visual Authoring |
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 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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