In August, the weather in Glendale is typically hot. Average daily high temperature in August is about 39 degrees above zero. On average, Glendale has 20 sunny, 6 partly cloudy, 4 rainy, and 1 cloudy day in August. The rains are usually light. August as well as June and July is considered the most uncomfortable time to visit Glendale.