Systematic assessments of the research performance of academic institutions are increasingly common around the world. A key question for the design of such systems is whether and how bibliometrics should be incorporated. This column argues that bibliometrics can perform well at identifying quality in some fields, while providing cost-effective and transparent review. Peer review is found to be no guarantor of quality, though it may be essential in the evaluation of certain fields.