It's not necessarily an easy calculation to make since there are other subjective costs in choosing between two locations. I also decided to live very close to work and pay higher rent. It's not just higher rent though there is also greater noise, pollution, etc. I still think it outweighs the commute though. Commuting >1hr per day makes working feel much more like an awful grind to me.