The College has a state-of-art standard Outdoor sports Complex. Rajdhani is one of the colleges in the University of Delhi to have a Cricket Ground facility. The Cricket pitch is properly maintained and other facilities are provided to College Students.

Besides this, a separate Volleyball Court also provided in the Complex.

The College has been excelling in sports for over two decades. Every year the College holds Sports Carnival, Inter-class matches and Sports Day. For proper training and grooming of players the College provides coaching, high Standard Equipments, Refreshments, Playing kit and other facilities to the players for different games.

The College has teams for Athletics, Cricket, Football, Hand Ball, Power Lifting, Badminton, Chess and Shooting.

Our students have been selected to represent DU in state and National tournaments in Athletics, Gymnastics, Power Lifting and Shooting. In 2015, Rajdhani students emerged as Power lifting & champions of Nationals and the Athletics, Gymnastic and Shooting Players was runner up. In 2015 & 2016, the College won gold medal in Power Lifting and emerged second & Third in Athletics tournaments of DU & Delhi State Championship.