February in Topeka is the cloudiest month of the year. In February, the weather in Topeka is typically cold. Average daily high temperature in February is about 5 degrees above zero. On average, Topeka has 13 partly cloudy, 9 sunny, 4 rainy, and 3 cloudy days in February. The rains are usually light. February as well as January, March, and December is considered the most uncomfortable time to visit Topeka.