Just about an hour with normal conditions during the weekday or on a weekend. However at busier times, (Friday afternoon for example), the drive can be much longer. Google Maps estimates a drive to the Horseshoe from downtown D.C. when leaving at 4:10 PM would take you anywhere from 1 hour 20 minutes, up to 2 hours 20 minutes.