Didn't realise before, but during the alpha gameplay video at 5:40-6:00 you can see the dev mousing over the weapons displaying their "item stats" I guess you could say.
Looks like it gives an indication to the weapons weight, impact, balance and its form of attack? (bardiche and two handed...