AWS Glue vs Census
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers fewer features (31 vs 54) and more integrations (29 vs 26). Starting price: AWS Glue at Free vs Census at $350/mo. AWS Glue has 31 unique features while Census has 54 unique features, with 0 features in common.
| AWS Glue | Census | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 54 |
| AI-Powered Features | 4 | 2 |
| Starting Price | Free | $350/mo |
| Pricing Tiers | 10 | 3 |
| Integrations | 29 | 26 |
| Shared Features | 0 | |
| Shared Integrations | 2 | |
| Data Quality | 90% | 100% |
Feature Comparison by Category
AI (0 vs 2)
| Feature | AWS Glue | Census |
|---|---|---|
| AI Columns | ||
| Census Embedded AI Columns |
AI Assistance (3 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
API (0 vs 4)
| Feature | AWS Glue | Census |
|---|---|---|
| Custom Destination API | ||
| Dataset API | ||
| Management API | ||
| Webhooks |
Analytics (0 vs 4)
| Feature | AWS Glue | Census |
|---|---|---|
| Comparisons | ||
| Experiments | ||
| Match Rates | ||
| Size Tracking |
Automation (0 vs 2)
| Feature | AWS Glue | Census |
|---|---|---|
| CRON Scheduler | ||
| Programmatic Triggers |
Compliance (0 vs 3)
| Feature | AWS Glue | Census |
|---|---|---|
| GDPR Compliance | ||
| HIPAA Compliance | ||
| SOC 2 Type II |
Core (0 vs 1)
| Feature | AWS Glue | Census |
|---|---|---|
| Data Activation |
Cost Optimization (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue Flex |
Data Activation (0 vs 1)
| Feature | AWS Glue | Census |
|---|---|---|
| Notifications |
Data Enhancement (0 vs 1)
| Feature | AWS Glue | Census |
|---|---|---|
| Data Enrichment |
Data Governance (0 vs 1)
| Feature | AWS Glue | Census |
|---|---|---|
| Bring Your Own Bucket |
Data Management (0 vs 2)
| Feature | AWS Glue | Census |
|---|---|---|
| Datasets | ||
| Warehouse Writeback |
Data Preparation (2 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue DataBrew | ||
| FindMatches ML Feature |
Data Processing (2 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue for Ray | ||
| Open Source Framework Support |
Data Quality (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue Data Quality |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue Schema Registry |
Data Transformation (0 vs 1)
| Feature | AWS Glue | Census |
|---|---|---|
| Computed Columns |
Debugging (0 vs 1)
| Feature | AWS Glue | Census |
|---|---|---|
| Live API Inspector |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| Git Integration |
Development (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue Studio Job Notebooks |
Development & Customization (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
ETL Development (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Infrastructure (0 vs 1)
| Feature | AWS Glue | Census |
|---|---|---|
| Multiple Global Regions |
Integration (3 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| Amazon SageMaker Integration | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Integrations (0 vs 7)
| Feature | AWS Glue | Census |
|---|---|---|
| Airflow Integration | ||
| Dagster Integration | ||
| Datadog Integration | ||
| Looker Integration | ||
| Prefect Integration | ||
| Slack/PagerDuty/OpsGenie Integration | ||
| dbt Integration |
Monitoring (0 vs 5)
| Feature | AWS Glue | Census |
|---|---|---|
| Data Observability | ||
| In-App Sync Logging | ||
| Rejected Record Logs | ||
| Smart Alerting | ||
| Sync History |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| CloudWatch Integration |
Orchestration (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| Job Scheduling and Orchestration |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| Apache Iceberg Statistics | ||
| Apache Iceberg Table Optimization | ||
| Auto Scaling | ||
| Materialized View Auto-refresh | ||
| Snapshot Retention Optimizer | ||
| Unreferenced File Deletion |
Security (0 vs 7)
| Feature | AWS Glue | Census |
|---|---|---|
| AWS PrivateLink | ||
| Google SSO | ||
| Permissions | ||
| Role-Based Access Control | ||
| SAML 2.0 SSO | ||
| SIEM Integration | ||
| SSH Tunneling |
Security & Governance (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| Fine-Grained Access Control |
Segmentation (0 vs 7)
| Feature | AWS Glue | Census |
|---|---|---|
| Audience Hub | ||
| Inclusions & Exclusions | ||
| Multi-Object Segments | ||
| No-Code Segmentation | ||
| One-Click Audiences | ||
| Priorities | ||
| Warehouse-Managed Audiences |
Streaming (1 vs 0)
| Feature | AWS Glue | Census |
|---|---|---|
| Serverless Streaming ETL |
Sync (0 vs 2)
| Feature | AWS Glue | Census |
|---|---|---|
| Continuous Syncs | ||
| Incremental Syncs |
Testing (0 vs 2)
| Feature | AWS Glue | Census |
|---|---|---|
| Sync Dry Run | ||
| Sync Validation |
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 Census (54)
AI Columns
Census Embedded AI Columns
Comparisons
Experiments
Match Rates
Size Tracking
Custom Destination API
Dataset API
Management API
Webhooks
CRON Scheduler
Programmatic Triggers
GDPR Compliance
HIPAA Compliance
SOC 2 Type II
Data Activation
Notifications
Data Enrichment
Bring Your Own Bucket
Datasets
+ 34 more unique features
Want to build your own alternative to AWS Glue or Census?
Analyze it with Reap