Using the ShortPixel Enable Media Replace plugin should not slow down your website. In fact, because the plugin optimizes your media files, it can actually help speed up your website by reducing the file size of your images and other media files. However, as with any plugin, it's important to keep it updated to the latest version and to monitor your website's performance to ensure that there are no issues.