How much you run your swamp cooler and the water quality in your area combined with the material of the cooling pads determine how long they will last. You should check the cooling pads after every season for mold or mineral accumulation and cracks.
Most materials require changing after every season of rigorous use, while cellulose pads may last as long as two to three years.