one piece which i tried to mention here is that salar.ly and LCA don't incorporate equity, incentive bonuses, and other pieces of compensation; this is just the base salary submitted in the application. for example ex-Google friend immediately felt like Google was too low, since a significant % of their comp is tied to incentive bonuses; and for startups, you'd have to consider the dollar value of equity