From Homestar Runner Wiki
The Robot entered the "Strongest Man in the World" contest of the
Original Book and was the previous year's winner before
Homestar Runner and company entered. He is not related to the
Visor Robot. He also made a cameo appearance in the cartoon
Marshmallow's Last Stand.