It makes a huge difference, not just on snow, but when it gets cold. The compound stays soft and grippy when it's freezing out, whereas summer tires get stiff and slippery.
Where I'm from, you can get ticketed for running summer tires between December 1st and March 1st.
4x4 or AWD won't save...