Thunderhole Creek is a stream located in Caldwell County, North Carolina. It appears on the Globe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,422.36 feet (433.54 m) above sea level. The nearest populated place is Upton, approximately 0.1 miles to the NNW.