Databricks Notebooks vs. Zeppelin

The comparison of the two data science notebooks. Both of them are great tools!

The table below summarizes some of the main differences.

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Databricks Notebooks

Logo of Databricks Notebooks

A notebook is a web-based interface to a document that contains runnable code, visualizations, and narrative text.

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Zeppelin

Logo of Zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

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Databricks Notebooks Zeppelin
License Proprietary Open Source
Ease of setup Fully managed Local (hard) or on a server (hard)
Native integrations Data ingest tools No
Collaboration Real-time Asynchronous (on server)
Versioning Native Using git
Reproducibility Environment Problematic
Notebooks as products Scheduled runs No