Love the responses. It shows the incredible variety when it comes to listening preferences. I can imagine how difficult it must be for audio equipment designers to settle on a specific set of attributes. It is quite obvious you cannot design something that would satisfy everyone equally. If I have to guess, and at the risk of gross oversimplification, designers roughly fall in two overarching categories:
Category 1: Straight wire with a gain. Neutral. Accurate. Excellent 'slam'. Great dynamics. More focus on accuracy while only slightly sacrificing musicality and tonality(?)
Category 2: More focus on tone, timbre, maybe at the expense of dynamics with some coloration(?) Musicality as opposed to ultimate accuracy.
P.S. What do I mean by musicality? See @jjss49 definition please :)