My experienced arty misses walls and gates less often, and experienced archers/xbows always rack up more kills than inexperienced units in the same battle.

(So... do you folks think it is "gamey" to retrain depleted but experienced units in order to obtain full experienced units? I was surprised to see that when I retrain units in this game the new soldiers aren't green.)