Minifying CSS, JavaScript, and HTML is crucial for page performance because it reduces file sizes by eliminating unnecessary characters and whitespace. Smaller files load faster, optimizing data transfer and decreasing the time it takes for browsers to render and display web pages, thereby enhancing the overall user experience.