Armendáriz was diagnosed with cancer and later moved to Los Angeles, California. He was in great pain and he didn't want his family to suffer financially. Armendáriz shot himself directly in his heart on June 18, 1963 in Los Angeles, California, aged 51. He was later buried at Panteón Jardín, Mexico City, Mexico.