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Apache NiFi vs Mage

A side-by-side comparison of two self-hosted automation & workflows options — licensing, setup difficulty, resource needs, and what each one replaces.

Not the right match-up?
AP Apache NiFi Visual dataflow automation and routing system VS MA Mage Open-source data pipeline tool for transforming and integrating data
FeatureApache NiFiMage
Deploy effortUnder-an-hour setupUnder-an-hour setup
Health score91 · Excellent88 · Excellent
CategoryAutomation & WorkflowsAutomation & Workflows
LicenseApache-2.0Apache-2.0
LanguageJavaPython
Setup difficultyHardMedium
Min. RAM2,048 MB2,048 MB
Deploymentdocker, kubernetes, bare-metaldocker, kubernetes, helm
GitHub stars★ 6,242★ 8,826
First released20142022
ReplacesAzure Data Factory, ZapierAzure Data Factory, Apache Airflow

What are Apache NiFi and Mage?

Apache NiFi

Apache NiFi is a system to automate the flow of data between systems through a drag-and-drop interface. It supports routing, transformation and mediation of data with strong provenance tracking.

  • Drag-and-drop dataflow design
  • Detailed data provenance
  • Hundreds of built-in processors
  • Backpressure and prioritized queuing

Read the full Apache NiFi guide →

Mage

Mage is an open-source tool for building and running data pipelines that combine the ease of notebooks with engineering best practices. It can be self-hosted to schedule and monitor data workflows.

  • Notebook-style pipeline building
  • Built-in scheduling and monitoring
  • Data integration connectors
  • Modern web UI

Read the full Mage guide →

Apache NiFi vs Mage: key differences

Apache NiFi is written in Java, while Mage is built with Python. Apache NiFi is the more established project (first released 2014), while Mage arrived in 2022.

Why pick each one

Choose Apache NiFi if…

  • Powerful visual dataflow
  • Strong data lineage

Watch out for

  • Resource heavy
  • Complex for simple tasks
Apache NiFi details

Choose Mage if…

  • Friendly for data scientists
  • Quick to get started

Watch out for

  • Younger than Airflow
Mage details

Frequently asked questions

Is Apache NiFi or Mage better?

Mage is the stronger all-round pick: it has both the larger community and the simpler medium setup. Consider Apache NiFi if its specific feature set fits your needs better.

Are Apache NiFi and Mage free and open-source?

Yes. Apache NiFi is licensed under Apache-2.0 and Mage under Apache-2.0. Both can be self-hosted at no software cost.

Can I run Apache NiFi and Mage with Docker?

Apache NiFi: yes. Mage: yes.

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