It's almost certainly the real estate taxes.
In California, Prop 13 makes real estate tax effectively de minimis (especially if you bought a long time ago), and the higher income tax rates make up for that.
Texas rates are higher and there's no limitation on their growth.
This difference is obscured if you're a renter.