In this case, it is clear why this happened. The Robin plugin tries to access the htaccess file to check if it exists, but iThemes has blocked this file. You can disable blocking in the iThemes settings.
The difference in the size of such images is small and does not affect the page loading speed, but site performance testing services ask that all images on the site be WebP.