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3 tools selected
featured
Dagster
Asset-based data orchestration with lineage, observability, and Dagster+ AI on top of your pipelines
4.6
Open sourceFree open source
featured
Prefect
Python workflow orchestration for data, ML, and agent pipelines you can observe and retry
4.6
Open sourceFree open source
featured
Mage
Describe a data job and Mage builds, runs, and monitors the workflow
4.6
Open sourceFree open source
| Spec | Dagster | Prefect | Mage |
|---|---|---|---|
| Category | AI Tools | AI Tools | AI Tools |
| Pricing | Free open source + Dagster+ cloud (free trial) | Free open source + Prefect Cloud paid | Free open source + cloud plans |
| Rating | 4.6 (2,100) | 4.6 (4,800) | 4.6 (2,100) |
| Community | 88/100 | 88/100 | 86/100 |
| Tier | featured | featured | featured |
| Best for | orchestration, data, lineage, dbt | orchestration, data, ml, python | data, pipelines, orchestration, ai |
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