Most running gloves are made from silicone and Polyester materials meaning they are already water-resistant. If other features that contradict this fact are present in the gloves like, holes in the gloves or cloth-based materials are used, you should check if the gloves are water-resistant. Only buy water-resistant running gloves especially if you live in a place with extreme winter conditions.