A global super-rich elite had at least $21 trillion (£13tn) hidden in secret tax havens by the end of 2010, according to a major study.
The figure is equivalent to the size of the US and Japanese economies combined.
The Price of Offshore Revisited was written by James Henry, a former chief economist at the consultancy McKinsey, and commissioned by the Tax Justice Network.
He said $21tn is a conservative figure and the true scale could be $32tn.
A trillion is 1,000 billion.
Mr Henry used data from the Bank of International Settlements, International Monetary Fund, World Bank, and national governments.
His study deals only with financial wealth deposited in bank and investment accounts, and not other assets such as property and yachts.
The report comes amid growing public and political concern about tax avoidance and evasion. Some authorities, including in Germany, have even paid for information on alleged tax evaders stolen from banks.
The group that commissioned the report, Tax Justice Network, campaigns against tax havens.
Mr Henry said that the super-rich move money around the globe through an "industrious bevy of professional enablers in private banking, legal, accounting and investment industries.
"The lost tax revenues implied by our estimates is huge. It is large enough to make a significant difference to the finances of many countries.
"From another angle, this study is really good news. The world has just located a huge pile of financial wealth that might be called upon to contribute to the solution of our most pressing global problems," he said.
'Huge black h***'
The report highlights the impact on the balance sheets of 139 developing countries of money held in tax havens that is put beyond the reach of local tax authorities.
Mr Henry estimates that since the 1970s, the richest citizens of these 139 countries had amassed $7.3tn to $9.3tn of "unrecorded offshore wealth" by 2010.
Private wealth held offshore represents "a huge black h*** in the world economy," Mr Henry said.
Other findings in the report include: