Preheat oven to 350° F. Line muffin pans with paper baking cups. Blend cake mix, water, oil, eggs and banana in large bowl at low speed until moistened [about 30 seconds]. Beat at medium speed for 2 minutes. Fill cupcake liners two-thirds full.
Bake 18 to 21 minutes. Cool completely.