Your departure plane is probably already there, and has been there overnite. your arrival plane has to get in.

I think chances are that the departure is filled, closed, awaiting deice(usually no deice until people are all in), and sitting on the runway icing back up.

your arival plane will be parked in wherever, still on the ground, awaiting a landing slot.