The drivers of low-level viremia (LLV) between 20-200 copies/mL remain unclear. In 1,042 person-visits from 497 persons with HIV on TDF-containing ART, the association between LLV and cumulative antiretroviral adherence (quantified using tenofovir diphosphate (TFV-DP) in dried blood spots) was assessed. Lower TFV-DP levels were associated with higher odds of LLV. As TFV-DP (fmol/punch) categories decreased from >1,650 to 800-1,650; 800-1,650 to <800; and >1,650 to <800, the adjusted odds ratios for LLV versus HIV VL <20 copies/mL were: 2.0 [1.2, 3.1]; 2.4 [1.1, 5.0]; and 4.6 [2.2, 9.9], respectively. This suggests that adherence could impact LLV.