Big Chief Spring is a spring located in Hancock County, Maine. It appears on the Winter Harbor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 52.49 feet (16.00 m) above sea level. The nearest populated place is Prospect Harbor, approximately 2.2 miles to the SE.