Treatment of hypertension generally requires multiple antihypertensive drugs. Yet, not all patients are treated adequately, largely because of nonadherence, although drug ineffectiveness and counterbalancing mechanisms may also play a role. Novel antihypertensive drugs have not been introduced for at least one to two decades. Remarkably, over the last few years, a range of novel compounds is being introduced, acting either on novel targets, or displaying an exceptionally long half-life. The former may help to improve blood pressure lowering, for instance by interfering with counterbalancing mechanisms, while the latter might help to circumvent nonadherence. This review summarizes the latest developments, focusing on novel drugs acting on the endothelin system, the renin–angiotensin–aldosterone system (RAAS), and atrial natriuretic peptide (ANP).