First, they look different. Aluminum will be a dull flat grey color. However, stainless steel will look polished and shiny like silver. Aluminum will be more lightweight than stainless steel. The benefit of stainless steel is that is it non-porous which makes it more sturdy, and non-corrosive, and food tends to stick less if cooked at the right high heat temperature.