Stone Cabin Flat is a flat located in Los Angeles County, California. It appears on the Azusa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,546.62 feet (776.21 m) above sea level. The nearest populated place is Cloverleaf Canyon, approximately 3.7 miles to the SW.