I conducted an extensive comparison of Numbeo against other sources of data on costs of living in cities around the world. Numbeo had information on more cities than almost any other source. Many of its evaluations seemed accurate. Many others did not. Details at https://raywoodcockslatest.wordpress.com/2017/06/06/123-low-cost-cities/#Oxpat