If prior record enhancements are justified as a way to manage offender risk, policymakers need to consider other, non-record risk factors that may improve risk-prediction accuracy. This chapter examines the limited extent to which guidelines systems have incorporated such factors—usually as a ground for departure or other adjustment after the recommended sentence has been determined based on current offense and prior record. The chapter summarizes the offense factors and non-criminal-history offender factors, such as the offender’s current age and criminal thinking patterns, that criminological research has found to be good predictors of the risk of re-offending, and that are often included in widely used risk assessment instruments such as the Salient Factor Score, CSRA, and LSI-R. Very few of these non-record risk factors have been given a formal role in guidelines sentencing. The chapter argues that judges should be allowed to consider some of these factors, especially older age.