The most efficient and cost efficient is the stock one.
It is designed to operate with that vehicle for optimum air flow and optimum compatibility for that fuel injection system.
When you start modifying you will normally lose fuel economy and with todays computer controlled systems, you may even experience some driveability problems unless you have the computer reprogrammed to support the mods.