The article explores the effects of removing a tax on capital income for households with different levels of income and assets. They use a model that reflects real-life earnings uncertainty and asset distribution in the US. Most households prefer keeping the current tax system over the proposed reform. The initial productivity and wealth of a household play a significant role in determining whether they would benefit or lose from the tax change.