Responses
I don't even think it's rivalry he genuinely sees her as a magic pill for curing heart ache. Cus he can't understand how the mage moved on, so Penelope must be the cure to it in his mind he's only thinking of using her
It seems the duke's interest in the MC is driven by rivalry with the mage, rather than genuine affection for Penelope.