Without looking it up, I wouldn't be sure, but one which is rarely done is "Utopia Ltd". However there is their first collaboration for which only some of the original music survives, so I would imagine "Thespis (or The Gods Grown Old)" is the least performed
CHEERS
Nigel (a G&S fan)