They don't pay as well as most companies in Seattle, unless you're only looking at tiny companies or something.
Maybe the new hire offer is market rate, but at 1+ years you are definitely going to be paid more anywhere else.
Amazon's job levels are also structured to have higher requirements and lower pay than equivalent positions elsewhere.