AWS Glue vs Striim
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers more features (31 vs 29) and more integrations (29 vs 20). Both start at Free. AWS Glue has 31 unique features while Striim has 29 unique features, with 0 features in common.
| AWS Glue | Striim | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 29 |
| AI-Powered Features | 4 | 5 |
| Starting Price | Free | Free |
| Pricing Tiers | 10 | 4 |
| Integrations | 29 | 20 |
| Shared Features | 0 | |
| Shared Integrations | 5 | |
| Data Quality | 90% | 80% |
Feature Comparison by Category
AI (0 vs 3)
| Feature | AWS Glue | Striim |
|---|---|---|
| AI and ML Integration | ||
| Machine Learning Functions | ||
| Validata AI |
AI Assistance (3 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
Automation (0 vs 2)
| Feature | AWS Glue | Striim |
|---|---|---|
| Automated Data Pipelines | ||
| Intelligent Auto-Mapping |
Compliance (0 vs 3)
| Feature | AWS Glue | Striim |
|---|---|---|
| HIPAA Compliance | ||
| PCI DSS Compliance | ||
| SOC-2 Type II Compliance |
Cost Optimization (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue Flex |
Data Integration (0 vs 2)
| Feature | AWS Glue | Striim |
|---|---|---|
| Change Data Capture (CDC) | ||
| Real-Time Data Hub |
Data Management (0 vs 1)
| Feature | AWS Glue | Striim |
|---|---|---|
| Intelligent Schema Evolution |
Data Preparation (2 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue DataBrew | ||
| FindMatches ML Feature |
Data Processing (2 vs 2)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue for Ray | ||
| Open Source Framework Support | ||
| Serverless Stream Processing with SQL | ||
| Streaming SQL |
Data Quality (1 vs 3)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue Data Quality | ||
| Data Validation | ||
| Flexible Validation Schedules | ||
| Reconciliation Scripts |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue Schema Registry |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| Git Integration |
Development (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue Studio Job Notebooks |
Development & Customization (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
ETL Development (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Infrastructure (0 vs 4)
| Feature | AWS Glue | Striim |
|---|---|---|
| Clustered Deployments with HA | ||
| Dedicated Compute and Networking | ||
| Distributed Pipelines | ||
| Private and On-Premise Networking |
Integration (3 vs 1)
| Feature | AWS Glue | Striim |
|---|---|---|
| 100+ High Performance Connectors | ||
| Amazon SageMaker Integration | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Monitoring (0 vs 2)
| Feature | AWS Glue | Striim |
|---|---|---|
| Data Pipeline Monitoring | ||
| Self-Managed Monitoring and Alerts |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| CloudWatch Integration |
Orchestration (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| Job Scheduling and Orchestration |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| Apache Iceberg Statistics | ||
| Apache Iceberg Table Optimization | ||
| Auto Scaling | ||
| Materialized View Auto-refresh | ||
| Snapshot Retention Optimizer | ||
| Unreferenced File Deletion |
Reporting (0 vs 1)
| Feature | AWS Glue | Striim |
|---|---|---|
| UI & Downloadable Reports |
Security (0 vs 3)
| Feature | AWS Glue | Striim |
|---|---|---|
| Customer Managed Encryption Keys | ||
| OAuth Connector Support | ||
| Vaults for Password Security |
Security & Governance (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| Fine-Grained Access Control |
Streaming (1 vs 0)
| Feature | AWS Glue | Striim |
|---|---|---|
| Serverless Streaming ETL |
User Interface (0 vs 2)
| Feature | AWS Glue | Striim |
|---|---|---|
| Drag and Drop UI | ||
| Point and Click Wizard |
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 Striim (29)
AI and ML Integration
Machine Learning Functions
Validata AI
Automated Data Pipelines
Intelligent Auto-Mapping
HIPAA Compliance
PCI DSS Compliance
SOC-2 Type II Compliance
Change Data Capture (CDC)
Real-Time Data Hub
Intelligent Schema Evolution
Serverless Stream Processing with SQL
Streaming SQL
Data Validation
Flexible Validation Schedules
Reconciliation Scripts
Clustered Deployments with HA
Dedicated Compute and Networking
Distributed Pipelines
Private and On-Premise Networking
+ 9 more unique features
Want to build your own alternative to AWS Glue or Striim?
Analyze it with Reap