Background/Objectives: Severe clinical course and mortality from COVID-19 are mostly associated with increased concentrations of IL-6 and IL-10. Findings from clinical trials suggest that both statins and renin–angiotensin–aldosterone system inhibitors (RAASI) might have the potential to reduce unfavorable outcomes in patients with COVID-19. The aim of this study was to evaluate the effect of statins and RAASI on the cytokine concentrations in COVID-19 patients. Methods: SARS-CoV-2 infected patients were enrolled in this study, and demographic, clinical, and routine laboratory data were evaluated. Plasma cytokine levels were measured by multiplex assay. Results: COVID-19 patients with chronic cardiovascular diseases (CVD) had significantly lower median plasma IL-6 levels than COVID-19 patients with no co-morbidities (26 vs. 53 pg/mL, p = 0.021). COVID-19 patients with CVD who were taking statins had significantly lower median concentrations of IL-6 (21 vs. 44 pg/mL, p = 0.027), TNFα (21 vs. 39.5 pg/mL, p = 0.036), and IL-10 (19 vs. 25.5 pg/mL, p = 0.025) compared to COVID-19 patients with no CVD. In a binary logistic regression model, IL-6 was a significant variable, with an odds ratio value of 0.961 (95% CI 0.929–0.995). Regarding RAASI, only plasma IL-6 (22 vs. 44 pg/mL, p = 0.012) levels were found to be significantly lower in COVID-19 patients with CVD consuming these medications compared to patients who did not have any CVD. Conclusions: COVID-19 patients who had chronic cardiovascular co-morbidities and who were administered statins or RAASI had significantly lower concentrations of IL-6 than COVID-19 patients who did not have any co-morbidities. These findings suggest that the use of statins or RAASI may be of value in COVID-19 patients.