AWS Glue vs Matillion
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers fewer features (31 vs 41) and more integrations (29 vs 9). Both start at Free. AWS Glue has 30 unique features while Matillion has 40 unique features, with 1 features in common.
| AWS Glue | Matillion | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 41 |
| AI-Powered Features | 4 | 4 |
| Starting Price | Free | Free |
| Pricing Tiers | 10 | 3 |
| Integrations | 29 | 9 |
| Shared Features | 1 | |
| Shared Integrations | 0 | |
| Data Quality | 90% | 80% |
Feature Comparison by Category
AI (0 vs 3)
| Feature | AWS Glue | Matillion |
|---|---|---|
| LLM Pipelines | ||
| Maia Agents | ||
| RAG Support |
AI Assistance (3 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
Architecture (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Multi-plane Architecture |
Cloud Platform Integration (0 vs 3)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Integration | ||
| Databricks Integration | ||
| Snowflake Native Integration |
Code Support (0 vs 3)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Multi-language Coding IDE | ||
| Pushdown Python via Snowpark | ||
| SQL/Python Code Support |
Community (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Matillion Exchange |
Connectivity (0 vs 3)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Custom Connector Builder | ||
| Flex Connectors | ||
| Pre-built Data Connectors |
Cost Optimization (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue Flex |
Data Governance (0 vs 3)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Data Lineage | ||
| Databricks Unity Catalog Integration | ||
| Metadata Integrations with Data Catalogs |
Data Integration (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Reverse ETL |
Data Loading (0 vs 3)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Batch Loading | ||
| Change Data Capture (CDC) | ||
| Streaming Change Data Capture |
Data Preparation (2 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue DataBrew | ||
| FindMatches ML Feature |
Data Processing (2 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue for Ray | ||
| Open Source Framework Support |
Data Quality (1 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue Data Quality | ||
| Real-time Validation and Sampling |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue Schema Registry |
Data Transformation (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| dbt Integration |
Deployment (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Hybrid Cloud Deployment |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Git Integration |
Development (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue Studio Job Notebooks |
Development & Customization (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
Documentation (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Auto-Documentation |
ETL Development (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Integration (3 vs 2)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Amazon SageMaker Integration | ||
| Databricks Run Notebooks | ||
| Matillion API | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| CloudWatch Integration |
Orchestration (1 vs 2)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Job Scheduling and Orchestration | ||
| Pipeline Scheduling | ||
| PipelineOS |
Performance (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Native SQL Pushdown |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Apache Iceberg Statistics | ||
| Apache Iceberg Table Optimization | ||
| Auto Scaling | ||
| Materialized View Auto-refresh | ||
| Snapshot Retention Optimizer | ||
| Unreferenced File Deletion |
Pipeline Building (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Low-code Designer |
Pricing (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Consumption-based Credit System |
Reliability (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| High Availability |
Reusability (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Shared Pipelines |
Scalability (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Unlimited Users and Environments |
Security (0 vs 5)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Audit Logging | ||
| Multi-Factor Authentication (MFA) | ||
| PrivateLink | ||
| Role-Based Access Control (RBAC) | ||
| Single Sign-On (SSO) |
Security & Governance (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Fine-Grained Access Control |
Streaming (1 vs 0)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Serverless Streaming ETL |
Version Control (0 vs 1)
| Feature | AWS Glue | Matillion |
|---|---|---|
| Git Integration |
Unique Features
Only in AWS Glue (30)
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
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
Zero-ETL Integration for Self-Managed Databases
+ 10 more unique features
Only in Matillion (40)
LLM Pipelines
Maia Agents
RAG Support
Multi-plane Architecture
AWS Integration
Databricks Integration
Snowflake Native Integration
Multi-language Coding IDE
Pushdown Python via Snowpark
SQL/Python Code Support
Matillion Exchange
Custom Connector Builder
Flex Connectors
Pre-built Data Connectors
Data Lineage
Databricks Unity Catalog Integration
Metadata Integrations with Data Catalogs
Reverse ETL
Batch Loading
Change Data Capture (CDC)
+ 20 more unique features
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