Probably name recognition. Rasmussen reported more than 50% of conservative republicans supported Kirk, and 45% of all GOP had no opinion of Hughes (positive or negative).
Hughes ran ads claiming to speak for the Tea Party movement.
Kirk ran ads highlighting his military service and portrayed himself as a fiscal conservative. His slogan was a “Different kind of GOP leadership.”