Apache Airflow vs Dagster
Side-by-side comparison of Apache Airflow and Dagster. Data-driven analysis for CTOs and engineering leaders.
Technical Profile
Apache Airflow
Dagster
When to Use
Apache Airflow
- +Data engineering
- +Batch workflows
- +Python teams
- +Complex DAGs
- +Enterprise data pipelines
Avoid Apache Airflow when
- -Real-time processing
- -Simple cron jobs
- -Small teams
- -Event-driven workflows
Dagster
- +Asset-centric pipelines
- +Data quality focus
- +Modern data stack
- +Testing important
Avoid Dagster when
- -Simple cron jobs
- -Legacy Airflow heavy
- -Non-Python teams
Compliance & Security
Apache Airflow
Security Features
Dagster
Security Features
Operations
Apache Airflow
Dagster
Frequently Asked Questions
How does scalability compare between Apache Airflow and Dagster?
Apache Airflow offers very-high scalability, while Dagster offers high scalability. Consider your expected traffic and data volume when choosing.
Which has the easier learning curve: Apache Airflow or Dagster?
Apache Airflow has a moderate learning curve, while Dagster has a moderate learning curve. Factor in your team's existing skills and onboarding timeline.
What are the pricing differences between Apache Airflow and Dagster?
Apache Airflow uses a freemium pricing model starting at Managed: from $100/mo (Astronomer, MWAA) with a free tier. Dagster uses a freemium pricing model starting at Cloud: from $0 (free tier), Pro from $300/mo with a free tier. Evaluate total cost of ownership including operational overhead.
Which option is better for compliance: Apache Airflow or Dagster?
Apache Airflow supports SOC 2, GDPR, HIPAA, PCI-DSS. Dagster supports SOC 2, GDPR, HIPAA, PCI-DSS. Always verify current certifications directly with the vendor.
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