Raleigh NC 10Day Weather Forecast The Weather Channel In Raleigh, the weather fluctuates drastically, with temperate to hot temps experienced all year. During different seasons, you can experience balmy summers, nippy falls, freezing winters, and temperate seasons. On average, the annual mean climate of Raleigh is about XX degrees Fahrenheit or XX degrees Celsius. Make sure to check the temperatures before any open-air activities in order to dress suitably and enjoy your time around Raleigh.