AWS Glue vs Pentaho
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers more features (31 vs 14) and more integrations (29 vs 0). Starting price: AWS Glue at Free vs Pentaho at Contact Sales. AWS Glue has 31 unique features while Pentaho has 14 unique features, with 0 features in common.
| AWS Glue | Pentaho | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 14 |
| AI-Powered Features | 4 | 1 |
| Starting Price | Free | Contact Sales |
| Pricing Tiers | 10 | 0 |
| Integrations | 29 | 0 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 90% | 30% |
Feature Comparison by Category
AI (0 vs 1)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AI-Ready Capabilities |
AI Assistance (3 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
Analytics (0 vs 1)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Real-time Insights |
Automation (0 vs 1)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Automation |
Compliance (0 vs 1)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Built-in Compliance |
Cost Optimization (1 vs 1)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue Flex | ||
| Storage Cost Reduction |
Data Integration (0 vs 2)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Data Integration | ||
| Structured and Unstructured Data Support |
Data Preparation (2 vs 1)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue DataBrew | ||
| Data Preparation | ||
| FindMatches ML Feature |
Data Processing (2 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue for Ray | ||
| Open Source Framework Support |
Data Quality (1 vs 1)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue Data Quality | ||
| Data Quality |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue Schema Registry |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Git Integration |
Development (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue Studio Job Notebooks |
Development & Customization (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
ETL Development (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Governance (0 vs 3)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Data Lineage | ||
| Governed Pipelines | ||
| Metadata Management |
Infrastructure (0 vs 1)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Hybrid Environment Support |
Integration (3 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Amazon SageMaker Integration | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| CloudWatch Integration |
Orchestration (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Job Scheduling and Orchestration |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| 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 | Pentaho |
|---|---|---|
| Fine-Grained Access Control |
Streaming (1 vs 0)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Serverless Streaming ETL |
Use Cases (0 vs 1)
| Feature | AWS Glue | Pentaho |
|---|---|---|
| Vendor Management |
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 Pentaho (14)
AI-Ready Capabilities
Real-time Insights
Automation
Built-in Compliance
Storage Cost Reduction
Data Integration
Structured and Unstructured Data Support
Data Preparation
Data Quality
Data Lineage
Governed Pipelines
Metadata Management
Hybrid Environment Support
Vendor Management
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