Apache Zeppelin vs Observable
No leader: the top candidate Observable has only 0.26 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.
Capabilities
Feature-by-feature on the axes that matter for ml notebooks. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Apache Zeppelin
Apache Zeppelin is a web-based notebook platform for interactive data analysis and team collaboration. It supports multiple programming languages and data processing frameworks including Spark and Flink, with built-in visualization and flexible deployment options.
Observable
Observable provides an interactive platform where teams explore data through code-based notebooks with real-time collaboration, visualizations, and AI-assisted analysis capabilities. Notebooks run directly in the browser and can be embedded as components or published as dashboards.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Observable
Free tier available. Pro workspaces start at $10/viewer/month. Enterprise plans available on request.
- Notebook FreeFree
- Notebook Pro$10 per viewer per month
- Private projects and notebooks
- Comment on notebooks
- Workspace viewers
- EnterpriseContact sales
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
Apache Zeppelin
- Apache Spark
- Apache Flink
- Python
- R
- Scala
- SQL
- Spark SQL
- Spark R
- PySpark
- JDBC
- Markdown
- Shell
- Matplotlib
- Conda
- Pandas
Observable
- Slack
- BigQuery
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.