My 5 cents:
In my setup I have a PS Audio DS going direct to a low power SET tube amp.
No bit stripping with this DAC, although I often listen at >90% anyway.
Tried several high end preamps, active / passive and everything in between, 3, 4 and 5 $ figure units, at best they were close to the direct. Never better or even equal.
If your system sounds better with a preamp, start looking for the weak link.
For the price of your preamp, upgrade the weak link. Impedance matching is critical.
PS Audio DACs have extremely low output impedance, perfect for direct :-)
Look for amps that have high input impedance.
you won’t look back ... ever...