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3 tools selected
featured
Prefect
Python workflow orchestration for data, ML, and agent pipelines you can observe and retry
4.6
Open sourceFree open source
featured
Dagster
Asset-based data orchestration with lineage, observability, and Dagster+ AI on top of your pipelines
4.6
Open sourceFree open source
| Spec | Prefect | Streamlit | Dagster |
|---|---|---|---|
| Category | AI Tools | AI Tools | AI Tools |
| Pricing | Free open source + Prefect Cloud paid | Free open source + Cloud plans | Free open source + Dagster+ cloud (free trial) |
| Rating | 4.6 (4,800) | 4.8 (42,000) | 4.6 (2,100) |
| Community | 88/100 | 94/100 | 88/100 |
| Tier | featured | featured | featured |
| Best for | orchestration, data, ml, python | python, data-apps, ml, dashboards | orchestration, data, lineage, dbt |
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