February in Scottsdale is the cloudiest month of the year. In February, the weather in Scottsdale is typically warm. Average daily high temperature in February is about 20 degrees above zero. On average, Scottsdale has 18 sunny, 5 partly cloudy, 4 rainy, and 2 cloudy days in February. The rains are usually moderate.