Background: Factors predicting peripheral blood total HIV-1 DNA size in chronically infected patients with successfully suppressed viremia remain unclear. Prognostic power of such factors are of clinical significance for making clinical decisions.Methods: Total HIV-1 DNA in blood at baseline, 12, 24, 48, 96, and 288 weeks after combined antiretroviral therapy (cART) initiation in 607 treatment-naïve patients with chronic HIV-1 infection were quantified. Generalized estimating equations and logistic regression methods were used to derive and validate a predictive model of total HIV-1 DNA after 96 weeks of cART.Results: The total HIV-1 DNA rapidly decreased from baseline [mean = 3.04 log10 copies/106 peripheral blood mononuclear cells (PBMCs)] to week 24 (mean = 2.51 log10 copies/106 PBMCs), and leveled off afterwards. Of the 490 patients who had successful HIV-1 RNA suppression by 96 w post-cART, 92 (18.8%) had a low total HIV-1 DNA count (<100 copies/106 PBMCs) at week 96. In the predictive model, lower baseline total HIV-1 DNA [risk ratio (RR) = 0.08, per 1 log10 copies/106 PBMCs, P < 0.001] and higher baseline CD4+ T cell count (RR = 1.72, per 100 cells/μL, P < 0.001) were significantly associated with a low total HIV-1 DNA count at week 96. In an independent cohort of 117 patients, this model achieved a sensitivity of 75.00% and specificity of 69.52%.Conclusions: The derived model based on baseline total HIV-1 DNA and CD4+ T cell count provides a useful prognostic tool in predicting HIV-1 DNA reservoir control during cART.