Rice (Oryza sativa) grains are rich in starch, which is a carbohydrate polymer. Among the options given - rice, maize, pea, and wheat - rice has the highest starch content in its grains, which serve as the primary energy storage form. Cereal grains like rice are cultivated specifically for their high carbohydrate content.