Can a wire gauge be too large?

If I was going to spend extra money on wire (and if you can I think that's a good idea), I would be more concerned with strand count, quality and durability of the insulation, making sure it's designed for automotive use. I don't know what the percentage above max expected current draw should be for selecting the gauge but that and length of run are also things to consider.