In February, the weather in Florence is typically warm. Average daily high temperature in February is about 12 degrees above zero. On average, Florence has 13 sunny, 10 partly cloudy, and 6 rainy days in February. The rains are usually moderate. February as well as January and August is considered the most uncomfortable time to visit Florence.