Heat oven to 400°F. Lightly grease or line muffin pan with paper baking cups.
In medium bowl, stir together muffin mix, water, peanut butter chips, oil and eggs until well blended. Fill prepared cups, filling 2/3 full.
Bake 17-19 minutes or until golden brown. Cool 5 minutes before removing from pan.