Police said the grey and yellow Carrera TDF road bike, which had been locked and secured to a post near Ladbrokes, was taken sometime between 8pm and 9.30pm.
Witnesses to the theft or anyone with information about the stolen bike can call Northamptonshire Police on 101 or Crimestoppers anonymously on 0800 555111.