The ‘discount’ hotel website, Hotels.com (also known as Hotel Discounts.com) almost never offers the lowest rate.
A Consumer Reports study finds that Travelocity scored the best among online sites a plurality (29%) of the time, and that Orbitz and Expedia tended to do better as well. (Link via Joe Brancatelli.)