Gears are made from a tough steel, then they usually are case hardened.
They are not hard all the way through, or they would be brittle.
And to answer your question, yes they are factory hardened, or they would wear quickly.
Just a quick google for you here:
https://www.engineersedge.com/gears/...ring_13180.htm