As of 2001 India census,^[1] Rajgarh had a population of 15,610. Males constitute 51% of the population and females 49%. Rajgarh has an average literacy rate of 63%, higher than the national average of 59.5%: male literacy is 72%, and female literacy is 55%. In Rajgarh, 16% of the population is under 6 years of age. In the north side of town a small killa is there. A beautiful mandir (temple) of nagneshwari devi.