The evaluation of the operational utility of new forecast techniques has presented meteorologists with a difficult problem for many years. Both the per cent correct score and the commonly used skill score possess rather serious limitations which are discussed in this paper. Finally, a new evaluation score is proposed which retains most of the good features of the other two scores but does not retain their primary limitations.