Calories and Cholesterol. An average slice of commercially prepared pecan pie weighs 133 g, or nearly 5 oz., and it contains 541 calories. Pecan pie contains cholesterol from animal-derived ingredients such as milk and eggs, and a slice has 56 mg cholesterol.