Newer chipsets. But 4G battery life should get even better once phones get combi 3G/4G chips. Also LTE and WiMAX are data only so they require 2G/3G for voice. Having two radios running at once isn't great for battery life.
Once LTE gets voice support you should see a great improvement in battery life of phones.