First, hay and straw are different things. Hay is food, straw is bedding.
Seriously, hay is nutritious. Grass hay has the grass stems and seed heads. Oat hay has the oats intact. Alfalfa has all the leafy goodness.
Straw is just stems, usually of oats or wheat. The seed has been removed...