Additional dry and insulating clothing.
Extra layers are essential backcountry gear. Gloves often get wet. Extra warmth is needed if you stop moving or if the weather deteriorates. An extra puffy jacket, a dry base layer, an extra beanie, and an extra pair of mittens are a good starting point.