Soil Temparature Maps The weather of Raleigh is typically fairly fluctuating, with temperatures fluctuating from mild to scorching throughout the year. During different seasons, you can experience warm summers, cool falls, freezing winters, and temperate springs. On average, the annual average climate of Raleigh is about XX degrees Fahrenheit or XX degrees Celsius. Remember to monitor the weather forecast prior to any open-air activities in order to dress suitably and enjoy your time in Raleigh.