Percent body fat is a better metric to reduce than weight alone. Most men would even want to gain weight if it is muscle mass. If you want lean bodymass it's best to control your blood sugar (low glycemic diet) and exercise.
Calories in/out does control weight but there more to it if you don't want to end up skinnyfat. If you think calories is all that matters, try a diet solely of dextrose (glucose) and see how you end up.