February in Shanghai is the windiest month of the year. In February, the weather in Shanghai is typically cold. Average daily high temperature in February is about 9 degrees above zero. On average, Shanghai has 12 partly cloudy, 10 sunny, 4 rainy, and 3 cloudy days in February. The rains are usually moderate.