Anaconda Notebooks vs Azure Test Plans

Anaconda Notebooks puts JupyterLab in a cloud environment for writing, editing, and running Python code through an Anaconda Cloud account. Users can start data science and AI projects in a browser with packages and computing resources supplied by the service, without installing Python locally. Two preconfigured environments are available: one with the latest Anaconda Distribution packages and another with packages selected for AI workflows. Notebooks can be shared by URL so others can open a copy, work with it through an Anaconda account, or download it. Outputs can be deployed as web applications using Panel. Anaconda Assistant for Python can analyze tables and suggest ways to work with data, while Data Connectors let users save CSV files on Anaconda Cloud for Excel or notebook access. The Free plan costs nothing and includes 5 GB cloud storage. Starter costs $15 a month, billed monthly, with 10 GB storage per user. Organizations may block notebook sharing, resulting in a 403 error when a user tries to share.

Azure Test Plans gives teams tools to plan, run, and track manual and exploratory testing for apps. For scripted tests, teams can track actionable defects and connect test cases and suites to user stories, features, or requirements. Exploratory sessions let testers design and run tests at the same time. During manual tests, Test Runner can capture screenshots, image action logs, and screen recordings. Reports, dashboard widgets, and customizable Power BI reports show plan progress and trends. The service integrates with Azure Pipelines for CI/CD testing and offers REST APIs and an extension contribution model. Manual testing is available in the web portal through supported browsers on major platforms; a free Test & Feedback extension supports exploratory testing in Chrome and Microsoft Edge. The free Stakeholders plan does not allow users to create or manage Test Plans. Basic is free for the first five users, then $6 per user per month; Basic + Test Plans costs $52 a month, billed at $52 per user per month. A 30-day trial is listed. Azure DevOps cloud-based load testing is deprecated; Microsoft points users to Azure Load Testing for managed load testing.