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 18 rainy, 6 partly cloudy, 4 cloudy, and 3 sunny days in January. The rains are usually heavy. January as well as February, March, April, and October is considered the most uncomfortable time to visit Olympia.