Microsoft OneNote is a comprehensive note-taking tool that integrates well with other Microsoft products and supports multimedia content, making it suitable for collaborative work. In contrast, KeyNote NF is a lightweight and simple application focused on fast performance and customization, but it lacks some advanced features and collaboration tools.