Another possibility: if your neighbors have lived in their modest house for 30+ years, it’s quite possible they have paid off their mortgage, and have a VERY low tax rate thanks to Prop. 13. Since he has about the most secure job possible (govt.), maybe they’re just indulging themselves with some new toys using money that previously went to the mortgage company.