What is the best way to thicken soups?

I like flour or cornmeal myself, but I have used mashed potatoes or lentils. Also milk or cream or halfnhalf. And carrots, grated into soup. Just add them to the soup and stir a lot so it doesn't stick on bottom. Stir and stir.