It will typically wear better than a hardened tool steel, and as Frank mentioned, the area just behind your work rest will start to show wear first.
I probably try to change mine out about once per year, if even that. It all depends on how much I'm doing. Then again, I'm not a full time maker, so YMMV based on how often you grind.