On the contrary, I think the gap is a statistical fact in many places. e.g. https://ourworldindata.org/income-inequality
https://ourworldindata.org/uploads/2018/07/Top-Incomes-768x5...
https://ourworldindata.org/grapher/income-inequality-in-lati...
https://ourworldindata.org/income-inequality#global-income-i...