Performance and outcome metrics are a central element of most evaluations. However, they are often so mis-used that they provide misleading picture of what is really happening on the ground, which in turn can lead to terrible decisions. This engaging and easy to read book, Tyranny of Metrics, describes how and how we can make metrics a useful part of assessment efforts.