The lower level food give lower max bonus but at higher %, the idea is that at lower level you have low stat so you need that higher % to get max bonus. Say low lvl you have 42 craftsmanship and you can utilise Cottage Cheese to get 8 bonus craftsmanship, but at say 50-60 craftsmanship it's better to use Blue Cheese.