Investors were already pulling back from the housing market ahead of Tuesday night's budget, new data shows, as back-to-back rate hikes and rising inflation hits confidence and borrowing power.

A typical household has already seen their borrowing power fall by tens of thousands of dollars this year, and economists estimate tax reforms in the federal budget could hit investors' cashflow by the equivalent of as many as six RBA rate hikes in one go.