Saint Olaf Lake is a reservoir located in Waseca County, Minnesota. It appears on the New Richland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,200.92 feet (366.04 m) above sea level. The nearest populated place is New Richland, approximately 3.7 miles to the W.