How do you compare the performance of 2 skimmers?

By the amount of skim-mate they produce? No! By the color of skim-mate? No! By the smell of skim-mate? No! By some physical factors? No!
I would love to have some Feldman & Maers type study of the skimmers. Show me some numbers!