This study assessed the association between atherosclerosis indices, serum uric acid to high‐density lipoprotein cholesterol ratio (UHR) and triglyceride‐glucose (TyG) index and the prevalence of hypertension among MASHAD cohort participants. In this cross‐sectional study, the participants were divided into hypertensive and non‐hypertensive subjects. The atherosclerosis indices, UHR and TyG index of the two groups were compared. Logistic regression analyses were used to determine the associations of these indices with hypertension in both sex. Receiver operating characteristic (ROC) curve analysis was used to establish the cut‐off values for differentiating hypertensive from non‐hypertensive subjects. p‐values < .05 were considered statistically significant. Data related to 9675 subjects (3035 hypertensive and 6640 non‐hypertensive) were analyzed. The mean values of atherosclerosis indices, UHR and TyG index were significantly higher (p < .001) in the hypertensives compared to non‐hypertensives. After adjustment for potential confounders, among men, the TyG index (OR = 1.360; 95% CI: 1.210–1.530; p < .001) remained an independent factor for hypertension. Among women, atherogenic index of plasma (OR = 1.005; 95% CI: 1.002–1.007; p < .001), UHR (OR = 1.043; 95% CI: 1.026–1.060; p < .001) and TyG index (OR = 1.519; 95% CI: 1.376–1.677; p < .001) remained independent factors for hypertension. ROC curve analysis revealed that compare to the other indices, TyG index had a better predictive value for hypertension in both sex, especially in women.