Melbourne (5.4M at 37.8°S) is the most southerly city on Earth with over a million people. Next ones down are much smaller: Wellington (41°S) & Christchurch (43.5°S) a few hundred thousand each, Hobart less, Mar del Plata (38°S) ~680k. No city over 1M sits further south.
