The main difference between glycolipid and glycoprotein is that glycolipid is a carbohydrate-attached lipid whereas a glycoprotein is a carbohydrate-attached protein. Functionally, glycolipids facilitate cellular recognition while glycoproteins serve as receptors for chemical signals.