In February, the weather in Des Moines is typically cold. Average daily high temperature in February is about 2 degrees above zero. On average, Des Moines has 9 sunny, 9 partly cloudy, 6 cloudy, 3 snowy, and 2 rainy days in February. The snowfalls are usually light. February as well as January, March, April, and May is considered the most uncomfortable time to visit Des Moines.