Usually either the cheapest or most expensive. If it's food, I get it cheap, cause even most off-brand stuff is good. But when I was buying an iPod Touch, I got the 32GB, which is the most expensive iPod on the market, but I'd never have to worry about storage.
What handheld gaming systems do you have?