In January, the weather in Rainbow Lake is typically freezing. Average daily high temperature in January is about 12 degrees below zero. On average, Rainbow Lake has 15 cloudy, 9 partly cloudy, 5 sunny, and 2 snowy days in January. The snowfalls are usually light. January as well as February, April, and December is considered the most uncomfortable time to visit Rainbow Lake.