I hoard ships in the end of the set. It's pathetic? No, I'm sure you agree that only buying/producing ships in the end of the set is good for you -> because they give the best nw!
So how is going heavy on infantry any different? Infantry has low upkeep costs so it's logical it is used. Is it not?