Apache Zeppelin vs .NET Interactive
A side-by-side comparison of two Data Science Notebook AI agents — to help you pick the right one.
Apache Zeppelin
Apache Zeppelin is a web-based notebook for interactive data analytics, enabling collaborative work with support for multiple programming languages like SQL, Scala, Python, and R. It allows users to create and share documents with live code, visualizations, and narrative text.
.NET Interactive
.NET Interactive enables interactive coding experiences with .NET languages (C#, F#, PowerShell) in Jupyter notebooks, VS Code, and other environments. It allows users to execute .NET code in real-time, visualize data, and integrate with data science workflows. The tool extends .NET's capabilities to interactive and exploratory programming scenarios.
| Apache Zeppelin | .NET Interactive | |
|---|---|---|
| Category | Data Science Notebook | Data Science Notebook |
| Open source | Yes | Yes |
| Self-hostable | Yes | Yes |
| Skill level | Intermediate | Intermediate |
| Pricing | Open Source | Open Source |
Apache Zeppelin: what it solves
It simplifies data exploration, visualization, and collaboration by providing an integrated environment where analysts and engineers can work together in real-time.
.NET Interactive: what it solves
It bridges the gap between .NET development and interactive computing, enabling .NET developers to leverage notebooks for data analysis, scripting, and teaching without switching ecosystems.