Well, I measure floor singers entirely by the way everyone else reacts to them. The end spot often, but not always, goes to the singer/duo/group who stirred the audience the most. Otherwise the last spot is me.

Enthusiasm can be more infectious than quality, and pseudo-sincerity can be a big turn-off...