Even without buying, you can spend a higher % of your income on rent and still end up saving more in absolute numbers; and the absolute number is what eventually matters unless you're dead set on picking a place and never moving again.
If your rent doubles from $1,000 to $2,000, but your salary doubled from $75,000 to $150,000, you incurred $12,000 more in expenses for $50,000 more in after tax income.