We prefer to bake chicken drumsticks at 400 to lock in the moisture and create a crispy skin. Although you can bake this easy chicken leg recipe at 350 degrees and still have a delicious meal, you're much more likely to have softer skin that won't crunch when you bite through it. That golden brown, perfectly seasoned, crispy skin is the best part!