I think it is easiest to see the difference here: http://www.westernmountaineering.com/sleeping-bags/specification-chart/Specification Chart
The heavier one is a semi rectangular bag while the lighter one is a mummy bag. Both bags have the same amount of loft, which is usually the key to warmth, but in this case the difference in cut matters.