"Richer and more nuanced," or stereotyped and cliched?

There's a nice reference in "Broke His Crown" where Ice King wishes he could've punched Marceline's ex boyfriend. Turns out he did in "Betty (S5 EP 48)," immediately after he regains his sanity.