For winter (and summer, pretty much any seasons), I stay away from AAs for front lights. I retired AAs years ago and haven't look back, all my flashlights and lights now use 18650 or 26650 cells, it packs way more punch and it's smaller than AAs for the comparable voltage and amperage.