Preheat oven to 450F. Spray a baking sheet with cooking oil, or olive oil. Set aside.
Mix the garlic powder, salt, pepper, melted butter, and hot sauce in a small bowl.
Add the cauliflower into a large gallon-sized bag, pour the buffalo sauce into the bag. Shake until the cauliflower florets are fully coated. Spread on a baking sheet.