Deeg was a site of a legendary battle between the Jats and a combined Mughal and Maratha army of 8,000 men. Emboldened by his victory, Suraj Mal began making forays into enemy territory. After eight years of success in his forays, Suraj Mal captured delhi and plundered the Red Fort carrying away masses of valuables including an entire marble building, which was dismantled and numbered. The palace was then reconstructed at Deeg.
The Jat rulers were influenced by the magnificence of the Mughal courts of Agra and Delhi. The design of the gardens has been inspired by the Mughal Charbagh. The palace forms a quadrangle with a garden and walkways at its centre. Decorative flowerbeds, shrubs, trees and fountains cool the place considerably during summer. Two huge water tanks, Gopal Sagar and Rup Sagar, on either side also helped to bring down the temperature.