Functional adrenocortical carcinoma (ACC) is a very rare disease with a poor prognosis. Over half (60%) of ACCs bigger than 6 cm synthesize hormones; hormone-secreting ACCs generally include virilization, feminization or Cushing syndrome. Besides, 82% of ACCs are metastatic at the time of diagnosis. While a 48-year-old female patient was examined for abdominal pain and flushing, we detected a non-metastasizing mass (23 × 18 × 16 cm) in the adrenal lodge. The mass was extracted en bloc during open exploration and its histopathology was reported as ACC. We review the literature and report the largest androgen-producing, clinically silent ACC mass cited in the literature so far.