Pneumonia Lake is a lake located in Park County, Montana. It appears on the Fossil Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,884.15 feet (3,012.69 m) above sea level. The nearest populated place is Cooke City, approximately 7.1 miles to the SW.