Pepperoni is usually considered to be gluten-free, as it typically doesn't contain any gluten-containing ingredients. However, it is important to always read the ingredient statement before deciding which pepperoni to buy. Look for any suspicious ingredients, and allergen warning, or a gluten-free claim on the label.