Heat oven to 375º.
In a 4-quart ovenproof dish, combine the cranberries, apples, orange juice, sugar, and brandy and toss to combine well. Cover with foil and bake until the fruit is soft, about 40 minutes. Remove from the oven and stir. Serve hot, room temperature, or chilled with the turkey.