well technically its not a planet no more but Pluto
The coldest ocean on Earth would be the Antarctic ocean. The Antarctic ocean is also referred to as the Southern Ocean, as it is closest to the South pole. The temperatures range between -2 and 10 degrees C or 28 and 50 degrees F.