Metaflow Alternatives

Apps similar to Metaflow include Kestra, which is free and open source. Other options are Apache Airflow, Zenaton, Aqueduct MLOps framework and RunDeck. You can choose from more than 10 Workflow Automation Tools like Metaflow for Linux, Mac, self-hosting, Windows and the web.

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Alternatives
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Alternatives list

  1. Kestra icon
     7 likes

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

    19 Kestra alternatives

    Cost / License

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Self-Hosted
    Good alternative?
     
  2. Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

    44 Apache Airflow alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Linux
    Good alternative?
     
  3. Zenaton icon
     6 likes

    Zenaton is a developer tool and hosted workflow engine for writing, running and monitoring all of your background processes whether it is a single task or a long running workflow. It allows developers to easily integrate third party services and APIs iby triggering tasks and...

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Clever Cloud
    • Software as a Service (SaaS)
    • Heroku
    • US flagUnited States
    Zenaton screenshot 1
    Good alternative?
     
  4. Aqueduct is an open-source MLOps framework that allows you to write code in vanilla Python, run that code on any cloud infrastructure you'd like to use, and gain visibility into the execution and performance of your models and predictions.

    Cost / License

    Alerts

    • Discontinued

    Platforms

    • Mac
    • Amazon Web Services
    • Python
    • Google Cloud Platform
    Good alternative?
     
  5. RunDeck icon
     15 likes

    RunDeck is an open source automation service with a web console, command line tools and a WebAPI. It lets you easily run automation tasks across a set of nodes.

    32 RunDeck alternatives

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Linux
    • US flagUnited States
    RunDeck screenshot 1
    Good alternative?
     
  6. Azkaban icon
     1 like

    Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs. Azkaban resolves the ordering through job dependencies and provides an easy to use web user interface to maintain and track your workflows.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Linux
    • US flagUnited States
    Azkaban screenshot 1
    Good alternative?
     
  7. StackStorm icon
     2 likes

    StackStorm is a powerful open-source automation platform that wires together all of your apps, services and workflows. It’s extendable, flexible, and built with love for DevOps and ChatOps.

    Cost / License

    Application type

    Platforms

    • Linux
    • Self-Hosted
    Good alternative?
     
  8. Shipyard’s your go-to cloud-based DataOps platform for secure data extraction, transformation, reverse ETL, workflow orchestration, monitoring, alerting, and more.

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Online
    • Software as a Service (SaaS)
    Good alternative?
     
  9. Apache Oozie Workflow Scheduler for Hadoop.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Linux
    Good alternative?
     
  10. Mage.ai icon
     Like

    Mage.ai is an 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...

    Cost / License

    Platforms

    • Self-Hosted
    Good alternative?
     
  11. Luigi icon
     Like

    Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Linux
    Good alternative?
     
  12. Dataflow based workflow framework. Contribute to flowsaber/flowsaber development by creating an account on GitHub.

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • Mac
    • Windows
    • Linux
    Good alternative?
     
12 of 13 Metaflow alternatives