Consider most fresh produce is Cheaper than processed food. And it can be eaten raw (or steamed easily in a microwave)
I think education is the major factor here. Commercials will tell you that fast food is cheap, despite it not being cheap. And most people aren't aware how fast you can cook potatoes in a microwave or that kale tastes fine with dressing.
Edit: Potatoes are high calorie. Top with oil.