Dagster vs IBM StreamSets
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Dagster offers more features (41 vs 12) and more integrations (10 vs 9). Starting price: Dagster at $10/mo vs IBM StreamSets at Contact Sales. Dagster has 41 unique features while IBM StreamSets has 12 unique features, with 0 features in common.
| Dagster | IBM StreamSets | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 41 | 12 |
| AI-Powered Features | 4 | 3 |
| Starting Price | $10/mo | Contact Sales |
| Pricing Tiers | 4 | 0 |
| Integrations | 10 | 9 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 85% | 40% |
Feature Comparison by Category
AI/ML (3 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| AI & ML Workflows | ||
| Ask-AI | ||
| Compass - AI Data Analyst |
Automation (1 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Event-based Automations |
Compliance (1 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| SOC 2 Type II & HIPAA Compliance |
Cost Management (1 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Cost Tracking for BigQuery and Snowflake |
Data Governance (6 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| 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 | IBM StreamSets |
|---|---|---|
| ETL & ELT Pipelines |
Data Processing (3 vs 2)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Backfills | ||
| Data Transformation | ||
| Multi-Format Data Streaming | ||
| Partitions | ||
| Real-time Data Ingestion at Scale |
Data Quality (2 vs 1)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Asset Freshness Checks | ||
| Asset Quality Checks | ||
| Intelligent Data Drift Detection |
Deployment (4 vs 1)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Branch Deployments | ||
| Flexible Deployment Options | ||
| Multi-Cloud Deployment Flexibility | ||
| Multi-tenant Instances | ||
| Serverless Deployments |
Developer Tools (0 vs 1)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Python SDK |
Development (1 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Local Dev Workflow |
Integration (1 vs 1)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| IBM watsonx.data Integration | ||
| Integration with dbt Tests |
Management (0 vs 1)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Unified Control Plane |
Monitoring (7 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Alerts | ||
| Custom Metrics | ||
| Integrated Observability | ||
| Metrics-based Alerts | ||
| Monitoring & Alerting | ||
| Platform and Pipeline Metrics | ||
| Realtime Health Metrics |
Orchestration (2 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Asset-based Orchestration | ||
| Workflow-based Orchestration |
Security (5 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Audit Logs | ||
| Role-based Access Control | ||
| SAML Integration | ||
| SAML Sync | ||
| SSO & SCIM |
Support (3 vs 0)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Dedicated Slack or Microsoft Teams Channel | ||
| Personalized Onboarding Support | ||
| Premium Support |
Use Case (0 vs 4)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Customer 360 and Personalization | ||
| Event Processing for Operational Intelligence | ||
| Fraud Detection and Risk Management | ||
| Streaming Data for AI |
User Interface (0 vs 1)
| Feature | Dagster | IBM StreamSets |
|---|---|---|
| Drag-and-Drop User Interface |
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 IBM StreamSets (12)
Multi-Format Data Streaming
Real-time Data Ingestion at Scale
Intelligent Data Drift Detection
Multi-Cloud Deployment Flexibility
Python SDK
IBM watsonx.data Integration
Unified Control Plane
Customer 360 and Personalization
Event Processing for Operational Intelligence
Fraud Detection and Risk Management
Streaming Data for AI
Drag-and-Drop User Interface
Want to build your own alternative to Dagster or IBM StreamSets?
Analyze it with Reap