Carbide bits can be used to drill already hardened steel. But they are brittle and tend to break if you're not real careful.
Cobalt bits are the greatest for drilling annealed ready to work steel. They will outlast high speed steel bits four to one so they are worth the little bit extra they cost.
Hope this helps.