Cold Spring is a spring located in Jefferson County, Montana. It appears on the Sugarloaf Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,498.16 feet (2,285.44 m) above sea level. The nearest populated place is Leadville, approximately 2.8 miles to the NNE.