1. Preheat the oven to 425°F (220°C).

2. In a bowl, mix together 1/4 cup olive oil, 2 teaspoons garlic powder, 1 teaspoon paprika, 1 teaspoon salt, and 1/2 teaspoon black pepper.

3. Coat the chicken drumsticks with the spice mixture.

4. Place the coated drumsticks on a baking sheet lined with parchment paper.

5. Bake in the preheated oven for 35-40 minutes, or until the chicken is cooked through and crispy on the outside.

6. Serve hot and enjoy!