Preheat oven to 400 degrees. Remove drumsticks from their package, gently pat them dry with a paper towel and place into a baking dish. Season all sides with salt and pepper.
Bake in a preheated 400 degree oven for about 35-40 minutes, or until golden brown and a digital thermometer reads 165 degrees when inserted into the thickest part of the drumstick.