'Console' is just a broad term that can be divided into more specific terms like 'Home Console' & 'Handheld console'.
https://en.wikipedia.org/wiki/Video_game_console This is the most accurate usage of the word.
However, in popular usage 'home console' is shortened to 'console' and 'handheld console' is shortened to 'handheld'.