In April, the weather in Mount Ranier National Park is typically cold. Average daily high temperature in April is about 5 degrees above zero. On average, Mount Ranier National Park has 28 rainy and 2 sunny days in April. The rains are usually heavy. April as well as January, February, March, and May is considered the most uncomfortable time to visit Mount Ranier National Park.