The highest monthly average temperature in Ashland for August is 71 degrees. The lowest monthly average temperature in Ashland for February is 26 degrees. The most monthly precipitation in Ashland occurs in August with 4.3 inches. The air quality index in Ashland is 27% better than the national average. The pollution index in Ashland is 24% better than the national average.