I'm embarrassed to say I scaled up the wrong server and that server does show the new capacity in the Enhance panel. Sorry to waste your time.
UPDATE: Actually, scaling up the proper server is not reflecting the new capacity. The other server does. Same provider so does it just take a while for this to refresh?