While many in the comments are throwing salary/cost of living/taxes numbers left and right but no one is making a case for extreme winters in Canada vs the Bay Area. I can understand that it might not mean a lot to some but for me it can be a deal breaker.
Therefore I would consider weather and environment also a bit of a personal preference thing.