Chronic lymphocytic leukemia (CLL) is associated with immune dysfunction, but how disease-intrinsic mechanisms in treatment-naive patients influence the coordination of adaptive responses to novel antigens remains unclear. Here, we assessed SARS-CoV-2-specific antibody and T cell immunity in 38 treatment-naive CLL patients and 13 healthy controls (HCs) following vaccination. Despite significantly reduced total immunoglobulin levels compared to HCs, 94.7% of CLL patients developed SARS-CoV-2-specific IgG, and 89.5% mounted IgA responses, with serum titers comparable to those of HCs. Virus-specific T cell responses, measured by IFN-γ release following antigen stimulation, were detected in 78.9% of patients. CLL patients had significantly more circulating CD4⁺ T follicular helper (Tfh) and T follicular regulatory (Tfr) cells than HCs. These expansions correlated with B cell abundance, which, in untreated CLL, predominantly reflects malignant B cells. Notably, Tfh cell frequencies and absolute counts were highest in patients lacking a SARS-CoV-2-specific T cell response, indicating a decoupling between Tfh expansion and functional antiviral immunity. Overall, these findings demonstrate that while SARS-CoV-2-specific immune responses are largely preserved in treatment-naive CLL patients, disease-driven alterations in T cell composition may compromise the coordination and quality of antigen-specific T cell-mediated immunity.