A systematic literature review and network meta-analysis was conducted on azilsartan medoxomil (AZL-M) versus other antihypertensive drugs' efficacy in hypertensive patients. The search utilized English platforms, from January 2000 until December 2023, resulting in 10,380 articles being screened. Screening criteria included hypertension (mild or moderate); first-line treatment and washout periods; studies (monotherapy) with AZL-M, angiotensin type II receptor blockers (ARBs), angiotensin-converting enzyme inhibitors (ACEIs), angiotensin receptor neprilysin inhibitor (ARNIs), beta-blockers, calcium channel blockers (CCBs), and diuretics, either as intervention or comparator; and antihypertension efficacy as an outcome measure. Study design was randomized clinical trials. Efficacy variables included absolute office systolic and diastolic blood pressure (BP) reductions. A total of 21 publications provided adequate data for analysis, of which 20 studies reported both systolic and diastolic BP and one study reported only the diastolic BP. In 21 studies on systolic BP, against the common comparator placebo, the differences in systolic BP were significantly in favor of AZL-M, amlodipine, candesartan, irbesartan, nebivolol, nifedipine, olmesartan, sacubitril valsartan, telmisartan, and valsartan. The surface under the cumulative ranking curve (SUCRA) ranking shows that AZL-M 80mg had the highest ranking, with a possibility of 93% being the best in all other included treatments. In 20 studies on diastolic BP, against the common comparator placebo, the differences in diastolic BP were significantly in favor of AZL-M, amlodipine, bisoprolol, nebivolol, olmesartan, sacubitril valsartan, telmisartan, and valsartan. The SUCRA ranking shows that AZL-M 80mg had the highest ranking, with a possibility of 90% being the best in all other included treatments. AZL-M at 40mg and 80mg shows favorable efficacy compared to other anti-hypertensives, and the 80mg dosage seemed to be the most efficacious of all the included treatments in reducing both office systolic and diastolic BP in patients with mild-to-moderate hypertension.