In February, the weather in Glendale is typically warm. Average daily high temperature in February is about 20 degrees above zero. On average, Glendale has 27 sunny, 1 rainy, and 1 partly cloudy day in February. The rains are usually light. February as well as March and November is considered the most comfortable time to visit Glendale.