We previously showed that reactive oxygen metabolites (ROM) serum levels were associated with the DAS28 in patients with rheumatoid arthritis (RA). In this study, we aimed to investigate whether ROM would be predictive of the CDAI-, SDAI- or Boolean-remission. Fifty-one biologic agents (BA)-naïve RA patients were included in this observational study. Associations between ROM, C-reactive protein (CRP), MMP (matrix metalloproteinase)-3, DAS28-ESR, CDAI, SDAI, and health assessment questionnaire (HAQ) at 12 weeks and the DAS28-, CDAI-, SDAI-, and Boolean-remission at 52 weeks were investigated. The DAS28-, CDAI-, SDAI- and Boolean-remission rates at 52 weeks were 66.7, 52.9, 54.9 and 54.9%, respectively. A multivariate logistic regression analysis revealed that ROM and HAQ at 12 weeks were associated with the CDAI-, SDAI- and Boolean-remission at 52 weeks. Receiver operating characteristic (ROC) analyses demonstrated that the cut-off value for CDAI remission was 389.5 U.Carr, and that for SDAI and Boolean remission was 389.5 U.Carr. ROM at 12 weeks of initial treatment with BAs was a predictor for the CDAI-, SDAI-, and Boolean-remission at 52 weeks. Serum levels of ROM may be a useful biomarker in the current treatment strategy aiming at the early remission of RA.