But New Zealand First has opposed it in the past.
Peters made it clear in the Newshub ASB Great Finance Debate, also held before the 2017, election that the losses were his sticking point.
"Here is the real issue here. What about capital losses? What if you make a capital loss on your house? Are they going to take that into account? No."
And just to ram home his point he added: "They won't work in this country. They won't work in any other country. They never have worked."
This week he has said New Zealand already has a capital gains tax, referring to the bright line test which means that if an investor sells a property within five years they must pay tax on it.
The Labour-led coalition government has already extended that from the two-year cut off period under the previous government.
The Labour party has said any changes would not come into force until 2021 - after the next general election - making the issue subject to a vote by the people - and an agreement by potential coalition partners.