It's amusing how for many things you "cannot compare X and US in this way" for whatever reason. Seems that the US is beyond any comparison.
Go to this page, sort by the number of incarcerations per 100,000 population and enjoy the interesting picture: https://en.wikipedia.org/wiki/List_of_countries_by_incarcera...