TToolora

Dagster

Open source

Asset-based data orchestration with lineage, observability, and Dagster+ AI on top of your pipelines

Best for orchestration · data · lineage

Toolora score88/100

Our own editorial score, not public reviews.

Strengths

  • Asset-based pipelines
  • Lineage and observability

Skip if

you need contracts, SSO, or a named vendor SLA

Dagster is an open-source DataOps platform. Orchestrate dbt, Snowflake, and Fivetran as assets with lineage and health, then scale on Dagster+ — a desk, not a notebook dump.

Key features

  • Asset-based pipelines
  • Lineage and observability
  • dbt and Snowflake native
  • Dagster+ AI

Why it is on Toolora

We list Dagster for people who need orchestration · data · lineage. Skip it if you need contracts, SSO, or a named vendor SLA.

Closest alternatives on Toolora: Prefect, Mage, ComfyUI.

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Dagster

Free open source

Get it here