Cheap depends on how we define the cost. In relative terms, food is more expensive than ever:

https://en.wikipedia.org/wiki/Baumol_effect

Food is not Baumol, productivity increases is how we went from 80% of the population working in primary food production to 1%. These increases have not stopped.