I've been aware of high U.S. incarceration rates for decades (and indeed have been incarcerated myself), but Googled anyway. Crossing out tiny islands and such, the five countries with highest incarceration seem to be: (All numbers are per 100,000.)
#1 United States (716), #2 Cuba (510), #3...