MOST VALUABLE FIRMS: Finance gurus use certain metrics to value companies. Here, we base the top corporate rankings on market capitalisation — the dollar market value of a company’s outstanding shares of stock. While the list didn’t change much between 2020 and 2021, the rankings changed a bit in recent weeks, due to factors such as the pandemic and war. These are the world’s top firms by market cap, based on latest companiesmarketcap.com data: