In February, the weather in Leeds is typically cold. Average daily high temperature in February is about 5 degrees above zero. On average, Leeds has 10 cloudy, 9 rainy, 6 partly cloudy, and 4 sunny days in February. The rains are usually light. February as well as January, March, June, and July is considered the most uncomfortable time to visit Leeds.