Google has rolled out a minor update on the Google+ web app.
This update matches the behavior on their mobile app as they have unified the +1 counter with the +1 button.
The button itself shows the counter of the number of +1s that post has received. This update seems to be rolling out right now as it is not yet active on my account.
#googleplusupdate noticed this update and posted a comparison: