AWS Glue vs IBM StreamSets
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers more features (31 vs 12) and more integrations (29 vs 9). Starting price: AWS Glue at Free vs IBM StreamSets at Contact Sales. AWS Glue has 31 unique features while IBM StreamSets has 12 unique features, with 0 features in common.
| AWS Glue | IBM StreamSets | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 12 |
| AI-Powered Features | 4 | 3 |
| Starting Price | Free | Contact Sales |
| Pricing Tiers | 10 | 0 |
| Integrations | 29 | 9 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 90% | 40% |
Feature Comparison by Category
AI Assistance (3 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
Cost Optimization (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue Flex |
Data Preparation (2 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue DataBrew | ||
| FindMatches ML Feature |
Data Processing (2 vs 2)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue for Ray | ||
| Multi-Format Data Streaming | ||
| Open Source Framework Support | ||
| Real-time Data Ingestion at Scale |
Data Quality (1 vs 1)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue Data Quality | ||
| Intelligent Data Drift Detection |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue Schema Registry |
Deployment (0 vs 1)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Multi-Cloud Deployment Flexibility |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Git Integration |
Developer Tools (0 vs 1)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Python SDK |
Development (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue Studio Job Notebooks |
Development & Customization (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
ETL Development (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Integration (3 vs 1)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Amazon SageMaker Integration | ||
| IBM watsonx.data Integration | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Management (0 vs 1)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Unified Control Plane |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| CloudWatch Integration |
Orchestration (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Job Scheduling and Orchestration |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Apache Iceberg Statistics | ||
| Apache Iceberg Table Optimization | ||
| Auto Scaling | ||
| Materialized View Auto-refresh | ||
| Snapshot Retention Optimizer | ||
| Unreferenced File Deletion |
Security & Governance (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Fine-Grained Access Control |
Streaming (1 vs 0)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Serverless Streaming ETL |
Use Case (0 vs 4)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Customer 360 and Personalization | ||
| Event Processing for Operational Intelligence | ||
| Fraud Detection and Risk Management | ||
| Streaming Data for AI |
User Interface (0 vs 1)
| Feature | AWS Glue | IBM StreamSets |
|---|---|---|
| Drag-and-Drop User Interface |
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 IBM StreamSets (12)
Multi-Format Data Streaming
Real-time Data Ingestion at Scale
Intelligent Data Drift Detection
Multi-Cloud Deployment Flexibility
Python SDK
IBM watsonx.data Integration
Unified Control Plane
Customer 360 and Personalization
Event Processing for Operational Intelligence
Fraud Detection and Risk Management
Streaming Data for AI
Drag-and-Drop User Interface
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