Goldsmith Lake is a lake located in Le Sueur County, Minnesota. It appears on the Saint Peter USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 972.61 feet (296.45 m) above sea level. The nearest populated place is Cleveland, approximately 2.3 miles to the ESE.