Does the notion of an “upset” in sports have an agreed mathematical definition? A triumphant underdog with pregame win probability 33% first seems an upset, but is expected once in 3 games; too often? Win prob > 75% are few, yet 1 in 4 is not that upsetting. Where is the line?