Simplest measure of consistency would probably be ‘range’ i.e. best minus worst. A better measure is ‘standard deviation’ i.e. average distance from the average score. For something like this, I think I’d use a ‘control chart’ . The lower line on the control chart would be the average rating minus 2 or 3 standard deviations. Higher values of the lower line would mean consistently good