Flavor, color, and the work it takes to remove the skins. Of course, on a single batch, removing peach skins is not that big a deal. A dip in boiling water for a few moments, then they come off easily. But I don't think it's necessary or desirable, check Jack Keller's peach wine recipes.
I...