DicksSportingGoods.com has 3-Pack Reebok Men's Performance 6'' Boxer Briefs for $8 (add to cart for price, thanks nopantsdan!). Store pickup may be available on select sizes or colors. Otherwise shipping is free on $49+, or shipping is $5.99.
Alternate colors here
Alternate colors here