Heart failure (HF) is the fastest-growing disease with a higher fatality rate. The most differentiating feature of HF is pulmonary or peripheral edema, which is characterized by a gradient between intravascular and extravascular pressure. Loop diuretics were chosen as the primary treatment for edema associated with HF due to their efficacy and early onset of action. If an oral dose had not been provided, intravenous (IV) administration of torsemide, or equal doses of furosemide and bumetanide, was preferred. However, the key variables for selecting and administering loop diuretics are their pharmacological qualities as well as their clinical efficacy. Torsemide has greater bioavailability, a higher rate of absorption, a longer duration of action, and lesser ototoxicity, making it the primary choice in the management of edematous HF.