Yes, but the article specifically states that the efficiency is gained by by better utilization of PC hardware. I suppose if you're using your laptop exclusively for browsing it might make a difference, but switching to a tablet would give you even more battery efficiency.

As soon as microsoft tries to release an IEbook to compete with the Chomebook, this metric will have a greater impact on battery life.