A. Pepper Jack cheese is not low in fat. Fat accounts for the majority of the calories in Pepper Jack cheese. However, saturated fat makes up more than half of the fat content, which is better than unsaturated fat from other sources. As a result, eating this cheese with low-fat or fat-free dishes can help you maintain a healthy diet.