Despite societal perception that sex offenders will repeat their crimes, research indicates these offenders are more likely to be generalists than sex offense–specific offenders. Sex offender–specific legislation has reinforced this erroneous perception while contributing to the excessive labeling of sex offenders as sexual recidivists. Additionally troubling is the lack of research on the efficacy of generalized risk/needs assessments for sex offenders. The present study fills this void by evaluating the adequacy of the Level of Service Inventory–Revised (LSI-R) for use with a sexual offending population. The predictive accuracy of the LSI-R for sexual and nonsexual recidivism outcomes was explored using a sample of 21,298 individuals released from New Jersey correctional facilities from 2004 to 2006. Results indicate that while the LSI-R does not have predictive utility for sexual offenses, it has utility for sex offenders overall. Policy implications of the usefulness of the LSI-R for this offending population are discussed.