Dagster vs Windsor.ai
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Dagster offers more features (41 vs 32) and fewer integrations (10 vs 31). Starting price: Dagster at $10/mo vs Windsor.ai at $23/mo. Dagster has 41 unique features while Windsor.ai has 32 unique features, with 0 features in common.
| Dagster | Windsor.ai | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 41 | 32 |
| AI-Powered Features | 4 | 2 |
| Starting Price | $10/mo | $23/mo |
| Pricing Tiers | 4 | 6 |
| Integrations | 10 | 31 |
| Shared Features | 0 | |
| Shared Integrations | 3 | |
| Data Quality | 85% | 90% |
Feature Comparison by Category
AI (0 vs 2)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| AI-Powered Data Analysis | ||
| Windsor MCP - AI Integration |
AI/ML (3 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| AI & ML Workflows | ||
| Ask-AI | ||
| Compass - AI Data Analyst |
API (0 vs 1)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| API Rate Limiting |
Account Management (0 vs 1)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Account Management Portal |
Automation (1 vs 3)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Auto-Add All Accounts | ||
| Event-based Automations | ||
| No-Code Pipeline Builder | ||
| Scheduled Data Syncs |
Billing (0 vs 3)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Automatic Payment Retry | ||
| Credit Card Refund Processing | ||
| Prorated Billing |
Collaboration (0 vs 1)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Unlimited Users |
Compliance (1 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| SOC 2 Type II & HIPAA Compliance |
Cost Management (1 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Cost Tracking for BigQuery and Snowflake |
Data Governance (6 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Asset Metadata in UI | ||
| Asset-level Lineage | ||
| Catalog Focus-mode | ||
| Catalog Search | ||
| Column-level Lineage | ||
| Data Catalog & Lineage |
Data Integration (1 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| ETL & ELT Pipelines |
Data Management (0 vs 7)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Backfill Capability | ||
| Data Blending | ||
| Data Cache Refresh | ||
| Data Preview | ||
| Data Warehouse Volume Tracking | ||
| Historical Data Access | ||
| Schema Mapping & Transformation |
Data Processing (3 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Backfills | ||
| Data Transformation | ||
| Partitions |
Data Quality (2 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Asset Freshness Checks | ||
| Asset Quality Checks |
Deployment (4 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Branch Deployments | ||
| Flexible Deployment Options | ||
| Multi-tenant Instances | ||
| Serverless Deployments |
Development (1 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Local Dev Workflow |
Integration (1 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Integration with dbt Tests |
Integrations (0 vs 3)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| 325+ Data Source Connectors | ||
| Custom Connector Development | ||
| Multi-Destination Support |
Monitoring (7 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Alerts | ||
| Custom Metrics | ||
| Integrated Observability | ||
| Metrics-based Alerts | ||
| Monitoring & Alerting | ||
| Platform and Pipeline Metrics | ||
| Realtime Health Metrics |
Orchestration (2 vs 0)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Asset-based Orchestration | ||
| Workflow-based Orchestration |
Reporting (0 vs 4)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Budget Optimization | ||
| Cross-Platform Reporting | ||
| Dashboard Templates | ||
| Multi-Touch Attribution |
Security (5 vs 5)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Audit Logs | ||
| External Authentication | ||
| GDPR Compliance | ||
| Germany-Based Data Centers | ||
| Role-based Access Control | ||
| SAML Integration | ||
| SAML Sync | ||
| SOC2 Type 2 Certification | ||
| SSO & SCIM | ||
| Single Sign-On (SSO) |
Support (3 vs 2)
| Feature | Dagster | Windsor.ai |
|---|---|---|
| Dedicated Account Manager | ||
| Dedicated Slack or Microsoft Teams Channel | ||
| Live Chat Support | ||
| Personalized Onboarding Support | ||
| Premium Support |
Unique Features
Only in Dagster (41)
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
+ 21 more unique features
Only in Windsor.ai (32)
Account Management Portal
AI-Powered Data Analysis
Windsor MCP - AI Integration
API Rate Limiting
Auto-Add All Accounts
No-Code Pipeline Builder
Scheduled Data Syncs
Automatic Payment Retry
Credit Card Refund Processing
Prorated Billing
Unlimited Users
Backfill Capability
Data Blending
Data Cache Refresh
Data Preview
Data Warehouse Volume Tracking
Historical Data Access
Schema Mapping & Transformation
325+ Data Source Connectors
Custom Connector Development
+ 12 more unique features
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