Don't automatically choose the same booster for every run.
Think about your objective before starting Drift Boss:
High score? Choose Double Score.
Long-distance attempt? Car Insurance can provide an extra chance.
Need more coins? Coin Rush may be the better option.
Matching your booster to your goal helps you get more value from your resources.