These Under Armour Play Up Women's Shorts are only $14.99 (retail $24.99) and available in five colors at UnderArmour.com. Plus, shipping is free sitewide right now.
They feature moisture-wicking material and a 3" inseam. They come in 16 additional colors priced at $18.99. Sales tax is charged in most states.