I would recommend you stick with what you have. You like the sound, and you have a lot invested in CDs.
SACD has pretty much failed, and I don't think you're going to see a good selection of titles, with less and less available as time goes on.
I haven't found that SACD sounds better than CD, unless you get into surround-type systems, and that's a different ballgame.