In most cases, the other side can’t avoid paying you by filing an appeal. The court has limited options to allow the judgment debtor to hold off on paying the judgment on appeal.
In the vast majority of cases, the party that wants a stay has to file a bond with the court. That means they have to deposit the amount of money with the court to satisfy the judgment. That way, if they lose the appeal, the money is right there for you to take.