Metal–air batteries are still blocked by sluggish ORR processes, especially under low temperature. Thus Co 0.85 Se@N,Se-CNFs loading metallic Co 0.85 Se with ordered vacancies were prepared into Al–air batteries for wide range applications (−40–50 °C).