The crummy robot is a robot from Chapek 9 who participated in the human hunt. When Fry and Leela were searching for Bender, Leela mistook him for Fry because he was as crummy as Fry's robot disguise.

Additional Info

Quotes

Leela: Try to stay with the crowd so no one notices how crummy you look.

Crummy robot: Aww, that was uncalled for.