Chicago is cheap because the city lost nearly a million people in the last 60 years. But if you limit it to the places folks moving to the city move, it is not cheap.

Chicago city average really hides the fact that the places most people would consider living in Chicago aren't super cheap; still cheap-ish when compared to other coastal cities