The elegoo manuals take forever to update. They are very old, need updating.
And, I have a Elegoo Mega 2560 and on the chip (USB Serial Handling chip) , it clearly says:
ATMEL
Mega16U2
1712 PH
A92MKA
If I'm not mistaken, it says 16U2.
Let's hope there is nothing wrong with my eyes.