Sugar Hill is a city in the U.S. state of Georgia. The city is in Gwinnett County and is part of the Atlanta metropolitan area. Sugar Hill has a population of 18,522 according to the 2010 United States Census. This makes it the fourth-largest city in Gwinnett County.