In January, the weather in Olympia is typically cold. Average daily high temperature in January is about 7 degrees above zero. On average, Olympia has 21 rainy, 5 cloudy, 4 sunny, and 1 partly cloudy day in January. The rains are usually heavy. January as well as February, March, April, and November is considered the most uncomfortable time to visit Olympia.