Burnt Cabin Gulch is a valley located in Baker County, Oregon. It appears on the Mormon Basin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,753.66 feet (1,448.92 m) above sea level. The nearest populated place is Cake (historical), approximately 0.7 miles to the SSW.