JOE is a lightweight text editor ideal for quick scripting and customization, whereas Visual Studio Code is a powerful code editor with extensive features suited for larger projects and web development. Visual Studio Code provides richer debugging, collaboration, and integration capabilities, making it more suitable for professional development environments.