In my particular case, when moving from the UK to the US, my estimate is that the "headline" salary number for the US offer I got overstated my pay by about 30% when comparing on a "like for like" basis with the UK salary. It was still a pay increase, but not by as much as you would think from just looking at the two salary numbers.
The main differences were: 1) my UK taxes were lower, 2) the UK job made pension contributions worth about 18% of salary, while the US one didn't, and 3) the US job deducts about 5% of my salary for health insurance premiums.