Elastofibromas are rare benign, soft-tissue slow-growing tumors seen predominantly in elderly females. The most common location is the infrascapular region. These benign tumors require resection only in symptomatic cases. We present a case of elastofibroma in a 46-year-old female. She presented with gradually increasing soft-tissue swelling of 8 cm × 6 cm in the right inferior subscapular region for the last 2 years. She underwent excisional biopsy and the histopathology was reported as elastofibroma. Microscopically, the mass showed numerous characteristic eosinophilic, beaded elastic fibers. These fibers were highlighted by the Verhoeff's elastic stain. We present this uncommon case to emphasize the important role of histopathology in diagnosis. A definitive diagnosis helps to avoid unnecessary wide and radical resection.