Conductor vs Dagster
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Conductor offers more features (44 vs 41) and more integrations (28 vs 10). Starting price: Conductor at $299/mo vs Dagster at $10/mo. Conductor has 43 unique features while Dagster has 40 unique features, with 1 features in common.
| Conductor | Dagster | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 44 | 41 |
| AI-Powered Features | 11 | 4 |
| Starting Price | $299/mo | $10/mo |
| Pricing Tiers | 4 | 4 |
| Integrations | 28 | 10 |
| Shared Features | 1 | |
| Shared Integrations | 5 | |
| Data Quality | 72% | 85% |
Feature Comparison by Category
AI (3 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| AI Task Optimization | ||
| Predictive Failure Analysis | ||
| Workflow Recommendations |
AI/ML (0 vs 3)
| Feature | Conductor | Dagster |
|---|---|---|
| AI & ML Workflows | ||
| Ask-AI | ||
| Compass - AI Data Analyst |
Analytics (2 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Custom Metrics & Dimensions | ||
| Performance Analytics |
Automation (0 vs 1)
| Feature | Conductor | Dagster |
|---|---|---|
| Event-based Automations |
Collaboration (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Version Control for Workflows |
Community (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Workflow Templates Marketplace |
Compliance (2 vs 1)
| Feature | Conductor | Dagster |
|---|---|---|
| Audit Logging | ||
| Compliance Reports | ||
| SOC 2 Type II & HIPAA Compliance |
Core (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Workflow Orchestration |
Cost Management (1 vs 1)
| Feature | Conductor | Dagster |
|---|---|---|
| Cost Optimization Engine | ||
| Cost Tracking for BigQuery and Snowflake |
Data Governance (0 vs 6)
| Feature | Conductor | Dagster |
|---|---|---|
| Asset Metadata in UI | ||
| Asset-level Lineage | ||
| Catalog Focus-mode | ||
| Catalog Search | ||
| Column-level Lineage | ||
| Data Catalog & Lineage |
Data Integration (0 vs 1)
| Feature | Conductor | Dagster |
|---|---|---|
| ETL & ELT Pipelines |
Data Processing (1 vs 3)
| Feature | Conductor | Dagster |
|---|---|---|
| Backfills | ||
| Batch & Streaming Support | ||
| Data Transformation | ||
| Partitions |
Data Quality (0 vs 2)
| Feature | Conductor | Dagster |
|---|---|---|
| Asset Freshness Checks | ||
| Asset Quality Checks |
Debugging (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Execution History & Replay |
Deployment (0 vs 4)
| Feature | Conductor | Dagster |
|---|---|---|
| Branch Deployments | ||
| Flexible Deployment Options | ||
| Multi-tenant Instances | ||
| Serverless Deployments |
Development (1 vs 1)
| Feature | Conductor | Dagster |
|---|---|---|
| Custom Task Worker SDK | ||
| Local Dev Workflow |
Discovery (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Advanced Search & Filtering |
Documentation (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Documentation Generator |
Enterprise (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Multi-Tenancy Support |
Governance (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Data Lineage Tracking |
Infrastructure (5 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Distributed Task Execution | ||
| Dynamic Resource Provisioning | ||
| Multi-Cloud Support | ||
| Queue Management | ||
| Resource Management |
Integration (3 vs 1)
| Feature | Conductor | Dagster |
|---|---|---|
| API Gateway | ||
| Custom Webhook Support | ||
| Integration with dbt Tests | ||
| Webhook Event Filtering |
Monitoring (4 vs 7)
| Feature | Conductor | Dagster |
|---|---|---|
| Alerting & Notifications | ||
| Alerts | ||
| Contextual Logging | ||
| Custom Metrics | ||
| Integrated Observability | ||
| Metrics-based Alerts | ||
| Monitoring & Alerting | ||
| Platform and Pipeline Metrics | ||
| Real-time Monitoring Dashboard | ||
| Realtime Health Metrics | ||
| SLA Monitoring |
Orchestration (0 vs 2)
| Feature | Conductor | Dagster |
|---|---|---|
| Asset-based Orchestration | ||
| Workflow-based Orchestration |
Quality (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Workflow Validation & Testing |
Reliability (4 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Dead Letter Queue Management | ||
| Error Handling & Recovery | ||
| Failover & High Availability | ||
| Workflow Isolation |
Scheduling (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Dynamic Task Scheduling |
Security (2 vs 5)
| Feature | Conductor | Dagster |
|---|---|---|
| Audit Logs | ||
| Parameter Encryption | ||
| Role-Based Access Control | ||
| Role-based Access Control | ||
| SAML Integration | ||
| SAML Sync | ||
| SSO & SCIM |
Support (0 vs 3)
| Feature | Conductor | Dagster |
|---|---|---|
| Dedicated Slack or Microsoft Teams Channel | ||
| Personalized Onboarding Support | ||
| Premium Support |
Templates (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Workflow Templates Library |
Traffic Control (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Task Rate Limiting |
Visualization (1 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Task Dependencies Graph |
Workflow (3 vs 0)
| Feature | Conductor | Dagster |
|---|---|---|
| Conditional Logic Engine | ||
| Variable Management | ||
| Workflow Dependencies Management |
Unique Features
Only in Conductor (43)
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
+ 23 more unique features
Only in Dagster (40)
AI & ML Workflows
Ask-AI
Compass - AI Data Analyst
Event-based Automations
SOC 2 Type II & HIPAA Compliance
Cost Tracking for BigQuery and Snowflake
Asset Metadata in UI
Asset-level Lineage
Catalog Focus-mode
Catalog Search
Column-level Lineage
Data Catalog & Lineage
ETL & ELT Pipelines
Backfills
Data Transformation
Partitions
Asset Freshness Checks
Asset Quality Checks
Branch Deployments
Flexible Deployment Options
+ 20 more unique features
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