My experience with SACD was actually that it showed more improvement in a low end set up. As in, on a cheap DVD/SACD player, the SACD playback sounded noticeably better than the standard CD playback.
I did notice, however, that a high-end transport on the same system sounded different, and a little bit nicer, than SACD while playing normal CDs.
Go figure...