If the evaluation is accurate and the evaluator is not biased or has no prejudice then the KPI can be a guage for the performance. But personally I am against this method because it has lots of loopholes. When I was operations manager what I suggested was the periodic performance report submitted by the employees. It would be the main basis for the performance evaluation.