AWS Glue vs Apache Hadoop
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers more features (31 vs 11) and more integrations (29 vs 15). Starting price: AWS Glue at Free vs Apache Hadoop at Contact Sales. AWS Glue has 31 unique features while Apache Hadoop has 11 unique features, with 0 features in common.
| AWS Glue | Apache Hadoop | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 11 |
| AI-Powered Features | 4 | 0 |
| Starting Price | Free | Contact Sales |
| Pricing Tiers | 10 | 0 |
| Integrations | 29 | 15 |
| Shared Features | 0 | |
| Shared Integrations | 2 | |
| Data Quality | 90% | 45% |
Feature Comparison by Category
AI Assistance (3 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
APIs (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| New File System APIs |
Cluster Management (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Hadoop YARN |
Core Computing (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Distributed Processing |
Cost Optimization (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue Flex |
Data Preparation (2 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue DataBrew | ||
| FindMatches ML Feature |
Data Processing (2 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue for Ray | ||
| Open Source Framework Support |
Data Quality (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue Data Quality |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue Schema Registry |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Git Integration |
Development (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue Studio Job Notebooks |
Development & Customization (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
ETL Development (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Infrastructure (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Scalability |
Integration (3 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Amazon SageMaker Integration | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Integrations (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| AWS S3A Connector |
Modules (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Hadoop Common |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| CloudWatch Integration |
Orchestration (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Job Scheduling and Orchestration |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Apache Iceberg Statistics | ||
| Apache Iceberg Table Optimization | ||
| Auto Scaling | ||
| Materialized View Auto-refresh | ||
| Snapshot Retention Optimizer | ||
| Unreferenced File Deletion |
Processing (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Hadoop MapReduce |
Reliability (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Fault Tolerance |
Security (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| HDFS RBF RDBMS Token Storage |
Security & Compliance (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Software Bill of Materials (SBOM) |
Security & Governance (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Fine-Grained Access Control |
Storage (0 vs 1)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Hadoop Distributed File System (HDFS) |
Streaming (1 vs 0)
| Feature | AWS Glue | Apache Hadoop |
|---|---|---|
| Serverless Streaming ETL |
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 Apache Hadoop (11)
New File System APIs
Hadoop YARN
Distributed Processing
Scalability
AWS S3A Connector
Hadoop Common
Hadoop MapReduce
Fault Tolerance
HDFS RBF RDBMS Token Storage
Software Bill of Materials (SBOM)
Hadoop Distributed File System (HDFS)
Want to build your own alternative to AWS Glue or Apache Hadoop?
Analyze it with Reap