Treasury is one of the financial functions that has historically been difficult to measure. Its services provide large qualitative benefits and the processes, such as cash and financial risk management, are entwined with other functions and business units. Treasury performance has become more important following the recent credit crisis, and business analytics and metrics for finance functions are increasingly expected by senior management. This article discusses what should be measured, what they should be compared to, and how fairness is ensured?