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Dagster vs Prefect

Dagster: Platform for building, scheduling and monitoring data pipelines Prefect: Python workflow orchestration for data pipelines, ML and agents

Comparison of Dagster, Prefect
Dagster
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Prefect
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CategoryData PipelinesWorkflows and Webhooks
PricingOpen sourceOpen sourceStart free
Platforms
  • Web
  • Windows
  • Mac
  • Linux
  • API
Best for
  • Data platform teams
  • Data engineers
  • ML engineers
  • Data teams
  • ML teams
  • Platform teams
Highlights
  • Define pipelines in Python as data assets
  • View lineage and freshness for each asset
  • Run jobs on schedules or when upstream data changes
  • Define flows and tasks in plain Python
  • Retries for tasks and whole flows
  • Schedule deployments and monitor runs in a dashboard
GitHub stars16.4k24.1k
Last update2 days ago2 days ago

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