Leadville Hollow is a valley located in Jasper County, Missouri. It appears on the Joplin West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 898.95 feet (274.00 m) above sea level. The nearest populated place is Lone Elm, approximately 1.0 miles to the E.