Walmart discounts a selection of Hanes apparel, socks, and underwear, with prices starting at $2.50 $3. Choose in-store pickup to dodge the $5.99 shipping fee, or spend $35 or more to bag free shipping. A couple of best bets, both via pickup: Note: Amazon is matching prices for several styles.