yeah there so many facets to this. i use priamrily tape and have to say tape sound will vary with sizes, speeds, inputs, bias, cleanliness, tension, pres.
and at the same time digital tone will vary alot with diff pres, bit rate, sample rate, a/ds, mixing in box or back through a bazillion...