The amount of video RAM used is going to change based on different circumstances. The terrain, the number of players around you, the number of different skins, and so on all impact the amount of video RAM used.
I doubt you will ever see AH3 use more than 2GB of video RAM, but certainly more than 1GB can be used.
I would think memory speed would be the gating factor.