Giant cell arteritis can be difficult to diagnose, and temporal artery biopsy is not always helpful. This paper reports five patients who were initially thought to have giant cell arteritis but proved to have another diagnosis. Four patients had bony skull metastases, while the fifth had multiple myeloma. These cases highlight the importance of carefully considering the differential diagnosis of giant cell arteritis before making a firm diagnosis.