Collins Lake is a reservoir located in Bates County, Missouri. It appears on the Butler USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 871.23 feet (265.55 m) above sea level. The nearest populated place is Altona, approximately 2.7 miles to the NNE.