Leiomyoma is a benign tumor of smooth muscles. Leiomyoma originating from the scrotum is a rare entity. We report here a case of 50-year-old male who presented with a 4-cm lump in the left side of scrotum. Clinically, it was provisionally diagnosed as sebaceous cyst and was excised. The histopathology showed findings consistent with leiomyoma. There was no cytological atypia or mitosis. The final diagnosis of solitary leiomyoma of scrotum was given. The patient was followed up regularly and is doing fine for last 4 months.