Proprotein convertase subtilisin/kexin type 9 (PCSK9) monoclonal antibodies (mAbs) lower LDL cholesterol and may influence cancer through immunomodulatory pathways. However, their effect on human cancer incidence remains unknown. We conducted a retrospective, propensity score‐matched study (Clalit Health Services, Israel, 2010–2023) comparing PCSK9 mAbs to ezetimibe. Adults prescribed PCSK9 mAbs for 6 months or more were matched 1:3 to ezetimibe‐treated patients without prior cancer, applying a 1‐year latency. The cohort included 9,876 patients (2,469 PCSK9 mAb; 7,407 ezetimibe; mean age 65). During a median 4.6‐year follow‐up, cancer occurred in 12% of PCSK9 mAb users and 11% of ezetimibe users (HR 1.09 [95% CI, 0.95–1.25]). In sex‐stratified analysis, men on PCSK9 mAbs had a higher cancer incidence (12.5% vs. 10.3%,
P
= 0.03); no difference was observed in women. All‐cause mortality was significantly lower in the PCSK9 mAb group (3% vs. 5%; HR 0.65 [95% CI, 0.54–0.80]). Post‐cancer‐diagnosis mortality did not differ. In this large cohort, PCSK9 mAb therapy appeared safe regarding overall cancer risk and was associated with a significant reduction in all‐cause mortality; the slightly higher cancer incidence in men may likely be attributed to a higher prevalence of baseline risk factors.