Alternatives to Mage

18.1

DataKitchen TestGen

DataKitchen TestGen profiles databases, generates data quality tests, and presents results and quality scores in dashboards.

Free planOpen sourceWebAPILinux

From $100 a month

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28.0

Flyte

Flyte is a durable AI runtime for workloads involving training, serving, and agents.

Free planOpen sourceWebAPILinux

Free plan

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37.9

Kestra

Kestra is a declarative platform for creating, running, and governing workflows across an organization.

Free planOpen sourceWebAPILinux

Free plan

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4. 4

   Apache NiFi

   Apache NiFi is free, open-source software for automating data flows between systems, including cybersecurity, observability, event stream, and generative AI pipelines.

   Free planOpen sourceWebAPILinuxmacOS
   7.8Free plan
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5. 5

   Apache Hop

   Apache Hop is a free, open-source platform for building data integration pipelines and orchestration workflows.

   Free planOpen sourceWebAPILinuxmacOS
   7.7Free plan
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6. 6ME

   Metaflow

   Metaflow is a free, open-source Python library for developing and operating data-intensive data science, machine learning, and AI applications.

   Free planOpen sourceWebAPILinuxmacOS
   7.5Free plan
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7. 7PR

   Prefect

   Prefect is a workflow orchestration platform for data, machine learning, and agent workflows written in Python.

   Free planWebAPISelf-hosted
   6.9From $100 a month
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8. 8

   Keboola

   Keboola is a unified AI and data platform for creating and orchestrating pipelines, then using the resulting data for analytics and integrations.

   Free planWebAPISelf-hosted
   6.7Free plan
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9. 9

   Apache Airflow

   Apache Airflow is a platform for authoring, scheduling, and monitoring workflows defined in Python.

   Free planWebAPILinuxmacOS
   6.6Free plan
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10. 10

    Dagster

    Dagster is a data-aware orchestrator for building, running, and monitoring data pipelines and assets.

    WebAPILinuxSelf-hosted
    6.6
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11. 11

    BMC Control-M

    BMC Control-M is application and data orchestration software with SaaS, self-hosted, or hybrid deployment options listed for Enterprise.

    AndroidiOSWeb
    6.3From $2,400 a month
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12. 12LU

    Luigi

    Luigi is a free Python package for building batch-job pipelines and managing task dependencies, workflow execution, and failures.

    Free planWebAPILinuxSelf-hosted
    6.2Free plan
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13. 13

    Stonebranch Universal Automation Center

    Stonebranch Universal Automation Center (UAC) is an enterprise platform for centrally managing and orchestrating IT tasks across hybrid environments,…

    WebAPILinuxSelf-hosted
    5.9
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14. 14

    Tidal Workload Automation

    Tidal Workload Automation centralizes job scheduling and workload automation across business, operations, and IT processes.

    WebAPISelf-hosted
    5.7
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15. 15RB

    RunMyJobs by Redwood

    WebLinuxWindows
    4.9
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