Dagster vs Apache Hadoop
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Dagster offers more features (41 vs 11) and fewer integrations (10 vs 15). Starting price: Dagster at $10/mo vs Apache Hadoop at Contact Sales. Dagster has 41 unique features while Apache Hadoop has 11 unique features, with 0 features in common.
| Dagster | Apache Hadoop | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 41 | 11 |
| AI-Powered Features | 4 | 0 |
| Starting Price | $10/mo | Contact Sales |
| Pricing Tiers | 4 | 0 |
| Integrations | 10 | 15 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 85% | 45% |
Feature Comparison by Category
AI/ML (3 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| AI & ML Workflows | ||
| Ask-AI | ||
| Compass - AI Data Analyst |
APIs (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| New File System APIs |
Automation (1 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Event-based Automations |
Cluster Management (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Hadoop YARN |
Compliance (1 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| SOC 2 Type II & HIPAA Compliance |
Core Computing (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Distributed Processing |
Cost Management (1 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Cost Tracking for BigQuery and Snowflake |
Data Governance (6 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| 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 | Apache Hadoop |
|---|---|---|
| ETL & ELT Pipelines |
Data Processing (3 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Backfills | ||
| Data Transformation | ||
| Partitions |
Data Quality (2 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Asset Freshness Checks | ||
| Asset Quality Checks |
Deployment (4 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Branch Deployments | ||
| Flexible Deployment Options | ||
| Multi-tenant Instances | ||
| Serverless Deployments |
Development (1 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Local Dev Workflow |
Infrastructure (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Scalability |
Integration (1 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Integration with dbt Tests |
Integrations (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| AWS S3A Connector |
Modules (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Hadoop Common |
Monitoring (7 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Alerts | ||
| Custom Metrics | ||
| Integrated Observability | ||
| Metrics-based Alerts | ||
| Monitoring & Alerting | ||
| Platform and Pipeline Metrics | ||
| Realtime Health Metrics |
Orchestration (2 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Asset-based Orchestration | ||
| Workflow-based Orchestration |
Processing (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Hadoop MapReduce |
Reliability (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Fault Tolerance |
Security (5 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Audit Logs | ||
| HDFS RBF RDBMS Token Storage | ||
| Role-based Access Control | ||
| SAML Integration | ||
| SAML Sync | ||
| SSO & SCIM |
Security & Compliance (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Software Bill of Materials (SBOM) |
Storage (0 vs 1)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Hadoop Distributed File System (HDFS) |
Support (3 vs 0)
| Feature | Dagster | Apache Hadoop |
|---|---|---|
| Dedicated Slack or Microsoft Teams Channel | ||
| 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 Apache Hadoop (11)
New File System APIs
Hadoop YARN
Distributed Processing
Scalability
AWS S3A Connector
Hadoop Common
Hadoop MapReduce
Fault Tolerance
HDFS RBF RDBMS Token Storage
Software Bill of Materials (SBOM)
Hadoop Distributed File System (HDFS)
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