Add a bright pop of color to salads and sandwiches, or stuff with flavored cream cheese for a great appetizer. While some varieties of cherry peppers are hot, Lindsay uses only the sweet cherry peppers, which are characterized by their mild, sweet and aromatic flesh. Cherry Peppers are known for their juicy, mild flavor and bring pop of red and green colors.