Looks like DATs were capable of 16/48 resolution, a little better than Redbook CD. So in terms of sound quality, they should be at least equal to CD, assuming equal quality DACs.
I didn't know that many albums were available on pre-recorded DAT tapes. And apparently the DAT format was popular in Japan through the early 00s.
Interesting