Whole milk mozzarella has a higher fat content, which gives it a richer and creamier flavor. It also melts more evenly and creates a luscious texture on the pizza. Part-skim mozzarella has a lower fat content and may not melt as well, but it is a lighter option for those looking to reduce their fat intake.