Online workbenches that incorporate notebook environments are increasingly used to provide a literate programming style user interface that is particularly well suited for representing linear scripts, such as data analysis scripts or certain devops processes. (Traditional online file based text/code editors/IDEs for developing more complex programmes are considered separately.)

Several online workbench environments provide access to notebook interfaces:

• Azure Notebooks
• Google Colab
• IBM Watson Studio
• CoCalc
• Kaggle Kernels
• Code Ocean
• DataBricks (Community edition - free version for individuals in education)

Notebook hosting

• Saturn Cloud

Data Science workbenches w/ notebook integration

• ZEPL
• notebooks.ai
• Gryd
• Paperspace

Workbench repos / Jupyterhub Integration

• Datalab
• nbgallery

• Stencila (also available as an HTML web service, eg via MyBinder)
• nteract