Peler Creek is a channel located in Jefferson County, Florida. It appears on the Cobb Rocks USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 13.12 feet (4.00 m) above sea level. The nearest populated place is Mandalay, approximately 2.5 miles to the ENE.