AWS Glue vs Conductor
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
AWS Glue offers fewer features (31 vs 44) and more integrations (29 vs 28). Starting price: AWS Glue at Free vs Conductor at $299/mo. AWS Glue has 31 unique features while Conductor has 44 unique features, with 0 features in common.
| AWS Glue | Conductor | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 31 | 44 |
| AI-Powered Features | 4 | 11 |
| Starting Price | Free | $299/mo |
| Pricing Tiers | 10 | 4 |
| Integrations | 29 | 28 |
| Shared Features | 0 | |
| Shared Integrations | 6 | |
| Data Quality | 90% | 72% |
Feature Comparison by Category
AI (0 vs 3)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AI Task Optimization | ||
| Predictive Failure Analysis | ||
| Workflow Recommendations |
AI Assistance (3 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Accelerate Debugging with GenAI Troubleshooting | ||
| Amazon Q Data Integration | ||
| Modernize Apache Spark Jobs with GenAI Upgrades |
Analytics (0 vs 2)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Custom Metrics & Dimensions | ||
| Performance Analytics |
Collaboration (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Version Control for Workflows |
Community (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Workflow Templates Marketplace |
Compliance (0 vs 2)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Audit Logging | ||
| Compliance Reports |
Core (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Workflow Orchestration |
Cost Management (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Cost Optimization Engine |
Cost Optimization (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue Flex |
Data Preparation (2 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue DataBrew | ||
| FindMatches ML Feature |
Data Processing (2 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue for Ray | ||
| Batch & Streaming Support | ||
| Open Source Framework Support |
Data Quality (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue Data Quality |
Data Quality & Security (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue Sensitive Data Detection |
Data Quality & Validation (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue Schema Registry |
Debugging (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Execution History & Replay |
DevOps & Integration (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Git Integration |
Development (1 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue Studio Job Notebooks | ||
| Custom Task Worker SDK |
Development & Customization (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Custom Visual Transforms |
Development & Debugging (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue Interactive Sessions |
Discovery (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Advanced Search & Filtering |
Discovery & Cataloging (2 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue Data Catalog | ||
| Automatic Schema Discovery |
Documentation (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Documentation Generator |
ETL Development (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| AWS Glue Studio - Drag-and-Drop ETL Editor |
Enterprise (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Multi-Tenancy Support |
Governance (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Data Lineage Tracking |
Infrastructure (0 vs 5)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Distributed Task Execution | ||
| Dynamic Resource Provisioning | ||
| Multi-Cloud Support | ||
| Queue Management | ||
| Resource Management |
Integration (3 vs 3)
| Feature | AWS Glue | Conductor |
|---|---|---|
| API Gateway | ||
| Amazon SageMaker Integration | ||
| Custom Webhook Support | ||
| Webhook Event Filtering | ||
| Zero-ETL Integration for Multiple Data Sources | ||
| Zero-ETL Integration for Self-Managed Databases |
Monitoring (0 vs 4)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Alerting & Notifications | ||
| Contextual Logging | ||
| Real-time Monitoring Dashboard | ||
| SLA Monitoring |
Monitoring & Observability (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| CloudWatch Integration |
Orchestration (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Job Scheduling and Orchestration |
Performance & Optimization (6 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Apache Iceberg Statistics | ||
| Apache Iceberg Table Optimization | ||
| Auto Scaling | ||
| Materialized View Auto-refresh | ||
| Snapshot Retention Optimizer | ||
| Unreferenced File Deletion |
Quality (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Workflow Validation & Testing |
Reliability (0 vs 4)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Dead Letter Queue Management | ||
| Error Handling & Recovery | ||
| Failover & High Availability | ||
| Workflow Isolation |
Scheduling (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Dynamic Task Scheduling |
Security (0 vs 2)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Parameter Encryption | ||
| Role-Based Access Control |
Security & Governance (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Fine-Grained Access Control |
Streaming (1 vs 0)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Serverless Streaming ETL |
Templates (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Workflow Templates Library |
Traffic Control (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Task Rate Limiting |
Visualization (0 vs 1)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Task Dependencies Graph |
Workflow (0 vs 3)
| Feature | AWS Glue | Conductor |
|---|---|---|
| Conditional Logic Engine | ||
| Variable Management | ||
| Workflow Dependencies 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 Conductor (44)
AI Task Optimization
Predictive Failure Analysis
Workflow Recommendations
Custom Metrics & Dimensions
Performance Analytics
Version Control for Workflows
Workflow Templates Marketplace
Audit Logging
Compliance Reports
Workflow Orchestration
Cost Optimization Engine
Batch & Streaming Support
Execution History & Replay
Custom Task Worker SDK
Advanced Search & Filtering
Documentation Generator
Multi-Tenancy Support
Data Lineage Tracking
Distributed Task Execution
Dynamic Resource Provisioning
+ 24 more unique features
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