engine oil question

I'm going to be changing my oil in a couple of days and I'm wondering what the best oil to use is. So far I've been using Chevron's oil, very cheap. Just basic stuff. I've heard that there are better oils out there that can improve the cars performance and gas milage. Is this true? If so what are the best kinds and their approx. cost?