We present a case of a thoracic mass causing chest pain that was initially attributed to coronary artery disease due to his comorbidities. However, during the Lexiscan stress test, a thoracic spinal mass was incidentally found. This case showed the importance of being cognizant of other causes of chest pain and a rare presentation of multiple myeloma.