The Great Ones, or Rarely know as The Empathians, are beings to be Infamous of being Complex and more  Mysterious the Elemental and Time Lords. 

The Doctor describe them of being The Powerful Divine beings using their power for the good and have Great Empathy like no other Gods will have. 

Some Claimed that The Great Ones can be any shape and sizes and be among different species.