The higher powered amp almost always is capable of delivering the most satisfying sound, especially at moderate levels.
Power and Sound Quality, Other Things Being Equal
Suppose that a manufacturer has several amps with the same basic construction but with different amounts of power (e.g. NAD C320BEE, C352, C372). Will the highest power amp sound better than the others at moderate volumes or only when you crank up the volume?