In February, the weather in Rainbow Lake is typically freezing. Average daily high temperature in February is about 9 degrees below zero. On average, Rainbow Lake has 24 cloudy, 3 sunny, 1 snowy, and 1 partly cloudy day in February. The snowfalls are usually light. February as well as January, April, and December is considered the most uncomfortable time to visit Rainbow Lake.