When I see a good thumbnail, to me it says if someone is a quality creator or not. Kind of like a good book cover.

For me, I try to make it so my text is big and readable. I like to use either dark text and a light background, or the opposite. If you have photoshop, bright text and a deep shadow works great as a start.