I've not gotten that kind of profile out of anything but fairly-expensive beans roasted within the last couple of weeks, though. I've never seen it out of even mid-priced beans, nor anything nationally distributed. It's practically a totally different drink from what you get if you ask for a coffee in most contexts.

Iced coffee and cold brew are also fairly different. I find middling beans can make a much milder and more pleasant cold brew coffee than hot. Tiny (like, a teaspoon) splash of cream or milk and it takes the bitter edge all but completely off, to my taste anyway.