Marvel has the whimsical hero adventure model pretty much down so DC goes for the more serious approach to differentiate itself since, for the last several years, they've been the less successful.

However, their are exceptions, like the Flash TV series which is very lighthearted and the Daredevil Netflix series which is pretty dark compared to recent Marvel media.