Rainbow Island is a island located in Mille Lacs County, Minnesota. It appears on the Onamia NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,253.50 feet (382.07 m) above sea level. The nearest populated place is Vineland, approximately 2.0 miles to the SW.