Benefit of riding fixed on snow = MAD SKIDZ. Seriously whenever there is a light layer of wet-ish snow (it doesnt work in deep powder) I take my fixie around the block and skid like a fool for tens of meters. Its fun as hell and people give you looks like "WTF"~!