Desktop application testing is conducted on software that operates on a standalone desktop or laptop, focusing on functionalities, usability, and security within a specific environment. In contrast, web application testing involves examining applications that run on a web server, accessible through a web browser, emphasizing cross-browser compatibility, security, and performance across different platforms.