The best word to complete the analogy is "monosaccharides."
So, the completed analogy would read:
Carbohydrate : monosaccharides.
This is because carbohydrates are made up of monosaccharides, just as proteins are made up of amino acids and lipids are made up of fatty acids and glycerol.