I thought the gear you linked to first was Under Armour "Heat Gear." If it is, then it is a good base, as Heat Gear does exactly as you say, wick away moisture and keep you cooler during strenuous activity. Now, Under Armour "Cold Gear" is designed to retain body heat, and to be used with Sporting events in the cold, and I would definitely not recommend it.