AWS Glue vs Peloton
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers more features (31 vs 24) and more integrations (29 vs 0). Starting price: AWS Glue at Free vs Peloton at Contact Sales. AWS Glue has 31 unique features while Peloton has 24 unique features, with 0 features in common.
| AWS Glue | Peloton | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 24 |
| AI-Powered Features | 4 | 0 |
| Starting Price | Free | Contact Sales |
| Pricing Tiers | 10 | 0 |
| Integrations | 29 | 0 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 90% | 40% |
Feature Comparison by Category
AI Assistance (3 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
Analytics (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Real-time Insights |
Asset Integrity Monitoring (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Well Integrity |
Asset Management (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Peloton RAM |
Automation (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Workflow Automation |
Cost Optimization (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue Flex |
Data Integration (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| End-to-End Data Integration |
Data Management (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Locksmith |
Data Preparation (2 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue DataBrew | ||
| FindMatches ML Feature |
Data Processing (2 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue for Ray | ||
| Open Source Framework Support |
Data Quality (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue Data Quality |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue Schema Registry |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Git Integration |
Development (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue Studio Job Notebooks |
Development & Customization (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
Drilling & Completions Management (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| WellView Allez |
ETL Development (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Equipment Management (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Peloton Equipment |
Facility Management (0 vs 2)
| Feature | AWS Glue | Peloton |
|---|---|---|
| SiteView Allez | ||
| SiteView Go |
Geospatial Analysis (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Peloton Map |
Hydraulic Frac Data Management (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Peloton Frac |
Integration (3 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Amazon SageMaker Integration | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Land Data Management (0 vs 3)
| Feature | AWS Glue | Peloton |
|---|---|---|
| LandView | ||
| LandView Map | ||
| Peloton Broker |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| CloudWatch Integration |
Operations Management (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Peloton Ops |
Orchestration (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Job Scheduling and Orchestration |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Apache Iceberg Statistics | ||
| Apache Iceberg Table Optimization | ||
| Auto Scaling | ||
| Materialized View Auto-refresh | ||
| Snapshot Retention Optimizer | ||
| Unreferenced File Deletion |
Production Operations (0 vs 2)
| Feature | AWS Glue | Peloton |
|---|---|---|
| ProdView | ||
| ProdView Go |
Renewables Management (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Peloton Renewables |
Reporting & Analytics (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Peloton Dashboards |
Security & Governance (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Fine-Grained Access Control |
Streaming (1 vs 0)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Serverless Streaming ETL |
Water Management (0 vs 1)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Peloton Water |
Well Data Management (0 vs 3)
| Feature | AWS Glue | Peloton |
|---|---|---|
| Peloton Innova | ||
| RigView | ||
| Well Reliability |
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 Peloton (24)
Real-time Insights
Well Integrity
Peloton RAM
Workflow Automation
End-to-End Data Integration
Locksmith
WellView Allez
Peloton Equipment
SiteView Allez
SiteView Go
Peloton Map
Peloton Frac
LandView
LandView Map
Peloton Broker
Peloton Ops
ProdView
ProdView Go
Peloton Renewables
Peloton Dashboards
+ 4 more unique features
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