There are basically 4 different kinds of preamps.
1. A pot in a box, it can be just a line level resistive rheostat or more favourably, stepped resistors. Totally passive, no mains power.
2. Line level preamp. No gain but a more sophisticated version of the above, using mains input for various functions.
3. Digital preamp, digital volume control. Volume is controlled by manipulating the digital signal in the digital domain. Degrades sound quality by stripping bits.
4. Active preamp. This preamp, whether solid state or tube will add space, resolution, soundstaging, imaging etc. to your system. Unfortunately they are quite expensive. Usually $15k and above.
Only an active preamp is capable of synergising your system, everything else is a poor compromise.