'Save for web' gives better visual interaction to determine how low in quality you should go to save filesize.
'Save for web' only offers RGB output for JPG files.
Saving through normal 'Save As' includes optional meta information (like camera, lens, etc). 'Save for web' strips this data out to save filesize.