A metaphor for being the best at something that's unimportant or
unimpressive. For example: The fastest pitcher who lives at a
nursing home is like being
the smartest kid on the short bus.
It comes from the special bus designated for retarded people commonly being shorter than the others.
Zack: I'm the best
guitar player in town
Me: Whatever, that's like being
the smartest kid on the short bus