Security Technology Executive has a good article on critical metrics for Security Operations Centers.
Critical metrics include Transfer rates, Staff retention (or turnover) rates, First call resolution rates, Call service level compliance, Operations audit, Vendor Service Level Agreement (SLA) compliance, System availability and accessibility, Call taking accuracy, and Percent dispatch time at goal.