Ditch the skin. It's true - remove the skin from your chicken and you'll save a significant number of calories and fat. * One four ounce chicken thigh with skin and bone contains 220 calories and 16g of fat. * OneĀ four ounce skinless chicken thigh with bone contains 150 calories and 7 g of fat.