While noble rot concentrates the sugars, allowing the water to evaporate and imparting the grapes with an attractive sweetness, gray rot attacks the grapes, leaving them tasting distinctly rotten and ruining at least part of the crop.
WSJ: Will Lyons on Wine: The Bitter Economics of Sweet Wines