Try all of them and see which you like best. It's OK to switch.
Usually I use Expedia but occasionally that will fail (fail, as in, I know there is a better way and can't get Expedia to do it), and then I use Travelocity. One time I used itn.net before they disappeared. I've tried Orbitz a few times but was never able to beat anyone else.