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3 tools selected
featured
Mage
Describe a data job and Mage builds, runs, and monitors the workflow
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
Databricks
A lakehouse for data, analytics, and AI agents on governed enterprise data
4.6
FreeFree trial
| Spec | Mage | Prefect | Databricks |
|---|---|---|---|
| Category | AI Tools | AI Tools | AI Tools |
| Pricing | Free open source + cloud plans | Free open source + Prefect Cloud paid | Free trial + paid cloud; talk-to-sales quotes |
| Rating | 4.6 (2,100) | 4.6 (4,800) | 4.6 (2,100) |
| Community | 86/100 | 88/100 | 89/100 |
| Tier | featured | featured | featured |
| Best for | data, pipelines, orchestration, ai | orchestration, data, ml, python | lakehouse, ai, data, analytics |
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