I do agree it's important to compare but I think it's the purpose behind wanting to compare. If you want to see what colleagues of with similar experiences, scope are earning, sure. Comparing with friends in another competitor company, sure. All these help in ensuring that you're compensated fairly and competitively. But comparing yourself with strangers online who are just throwing numbers without anything to back it up, not so much.