To me the real benefit of a good active preamp is better dynamics, increased soundstage dimensions, better imaging, and (if tube based) having the ability to match tube choices that best mate with the speakers.
It was mentioned earlier in this thread, but +1 for LTA MZ2 preamp. It does all of the above running dead quiet. Its price and simple looks makes many think its a toy, but smile all the way to bank.