In April, the weather in Missoula is typically cold. Average daily high temperature in April is about 7 degrees above zero. On average, Missoula has 18 rainy, 6 partly cloudy, 5 sunny, and 1 cloudy day in April. The rains are usually moderate. April as well as March and November is considered the most uncomfortable time to visit Missoula.