Rattlesnake Point is a cape located in Wabasha County, Minnesota. It appears on the Zumbro Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 925.16 feet (281.99 m) above sea level. The nearest populated place is South Troy, approximately 2.6 miles to the E.