Also among their deductions was the bill for getting someone to manage their tax affairs. Labor wants to cap such deductions at $3000.
They spent around $174,201 on this management, and the research says this was managing 23 times more than fellow wealth earners whose taxable income stayed above $1m.
The research figures make clear most of us might spend at most a few hundred dollars on advice and end up paying more tax than the very well off who exploit what the Australia Institute calls "unfair loopholes".
"What these taxation statistics show us is that most people who pay for help managing their tax affairs spend a few hundred dollars, but there is a very small minority who are spending considerable sums of money to manage their tax affairs," says Matt Grudnoff, senior economist at the Australia Institute.
"These people are more likely to have large gross incomes and some of them have been very successful in reducing the amount of tax they pay.
"When these unfair tax loopholes, such as refunding excess franking credits are rorted by wealthy individuals they should be closed as soon as possible.
"Doing so will not only make the taxation system fairer and more progressive, it will also discourage the largely unproductive industry focusing on finding and using complex tax loopholes."
The AI uses the findings to brand the tax advice industry as "problematic not only because it undermines our progressive income tax system, but also because it is highly inefficient".
"Money spent avoiding tax could be more productively spent elsewhere and some of our brightest people spend their energies on unproductive work when they could be producing more socially desirable goods and services," the findings say.
The research found those with both a gross and taxable income over $1 million spent on average $7476 on managing their tax affairs.
Those with a gross income over $1m but had reduced their taxable income to under $1m spent $26,124.
Those with a gross income over $1m but enough deductions to reduce their taxable income below the tax-free threshold and paid zero tax, paid $174,201 on managing their tax affairs.
This is 23 times more than those whose taxable income stayed above $1m.