Reinhardt Lake is a reservoir located in Muskogee County, Oklahoma. It appears on the Oktaha USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 550.56 feet (167.81 m) above sea level. The nearest populated place is Oktaha, approximately 1.5 miles to the WNW.