This study proposes a criterion for the real-time extended range prediction of heat waves based on the grand ensemble prediction system indigenously developed by the extended range prediction group of Indian Institute of Tropical Meteorology (IITM). It is found that the developed criterion is functional in providing outlook on the impending extreme temperatures with sufficient lead time.