Dagster vs Watchtower

A side-by-side comparison of two self-hosted automation & workflows options — licensing, setup difficulty, resource needs, and what each one replaces.

Not the right match-up?
FeatureDagsterWatchtower
CategoryAutomation & WorkflowsAutomation & Workflows
LicenseApache-2.0Apache-2.0
LanguagePythonGo
Setup difficultyMediumEasy
Min. RAM2,048 MB64 MB
Deploymentdocker, kubernetes, helmdocker
GitHub stars★ 15,943★ 24,695
First released20192017
ReplacesAWS Step Functions, Azure Data FactoryRenovate

Why pick each one

Choose Dagster if…

  • Strong developer tooling
  • Great for data-centric teams
Dagster details

Choose Watchtower if…

  • Hands-off maintenance
  • Very simple to deploy
Watchtower details

Frequently asked questions

Is Dagster or Watchtower better?

Watchtower is the stronger all-round pick: it has both the larger community and the simpler easy setup. Consider Dagster if its specific feature set fits your needs better.

Are Dagster and Watchtower free and open-source?

Yes. Dagster is licensed under Apache-2.0 and Watchtower under Apache-2.0. Both can be self-hosted at no software cost.

Can I run Dagster and Watchtower with Docker?

Dagster: yes. Watchtower: yes.

Related comparisons