Mage.ai Alternatives

Mage.ai is described as 'Open-source data pipeline tool designed to simplify the process of building, running, and maintaining machine learning and data workflows. With an intuitive interface, it allows users to create powerful pipelines for ETL (Extract, Transform, Load) processes, data' and is an app in the development category. There are five alternatives to Mage.ai for a variety of platforms, including Web-based, Self-Hosted, Linux, Mac and Windows apps. The best Mage.ai alternative is n8n, which is free. Other great apps like Mage.ai are Kestra, Apache Airflow, Dagster and Metaflow.

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Alternatives list

  1. n8n icon

    n8n

     132 likes
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    Leverage a versatile automation tool to streamline tasks and workflows across different platforms using an adaptable, open-source framework. Ideal for self-hosted solutions and SaaS, n8n supports a broad spectrum of integrations with third-party services like Slack, Trello, and Google Sheets.

    132 n8n alternatives

    Cost / License

    • Freemium (Subscription)
    • Proprietary

    Application types

    Platforms

    • Online
    • Self-Hosted
    • Software as a Service (SaaS)
    • Cloudron
    n8n screenshot 1
     

    • n8n is the most popular Web-based, SaaS & Self-Hosted alternative to Mage.ai.

    • n8n is the most popular free alternative to Mage.ai.

    • n8n is Freemium and ProprietaryMage.ai is Free and Open Source
  2. Kestra icon

    Kestra

     7 likes
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    Kestra is an infinitely scalable orchestration and scheduling platform, creating, running, scheduling, and monitoring millions of complex pipelines.

    13 Kestra alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Self-Hosted
    Dashboard overview
     

    • Kestra is the most popular Windows, Mac & Linux alternative to Mage.ai.

    • Kestra is the most popular Open Source alternative to Mage.ai.

    • Kestra is Free and Open SourceMage.ai is also Free and Open Source
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    n8n icon
    n8n

    Leverage a versatile automation tool to streamline tasks and workflows across different platforms using an adaptable, open-source framework. Ideal for self-hosted solutions and SaaS, n8n supports a broad spectrum of integrations ...

    https://n8n.io
    Learn More
  6. Dagster icon

    Dagster

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    Dagster is a cloud-native data pipeline orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.

    Cost / License

    • Subscription
    • Open Source

    Application type

    Platforms

    • Online
    Dagster screenshot 1
     

    • Dagster is the most popular commercial alternative to Mage.ai.

    • Dagster is Paid and Open SourceMage.ai is Free and Open Source
  7. Metaflow icon

    Metaflow

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    Metaflow is a human-friendly Python library that helps scientists and engineers build and manage real-life data science projects. Metaflow was originally developed at Netflix to boost productivity of data scientists who work on a wide variety of projects from classical...

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Self-Hosted
     
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