According to Jim

The Competition (4x23)

Air date: Apr 19, 2005

Jim, certain he will win the annual hot dog eating contest, is humiliated when instead he loses to a petit woman (Suzy Nakamura), and his problems are further compounded when Andy decides to date the female champion.