The one that sounds closest to a piece of wire is the best, that’s the "direct" next best is the "passive", then the "active".As we all know from the existence of the high end cable industry, sounding like a 'piece of wire' might not be the way to go- since obviously different pieces of wire sound different- hence the cable industry.
The solution to preventing wires from sounding different, and getting rid of their artifact, is a technology that was originally developed for the telephone industry, but was rapidly adopted by the recording and broadcast industries in the early 1950s- the balanced line system, which is implemented with a set of standards. A passive volume control cannot support the balanced line standard, and so is less capable of being neutral.