Recommendations for shooting air show

[btfc]

"would it be better to simply to shoot in aperture or shutter speed priority and simply give my shots an extra stop or so exposure?"

I used to shoot some sporting events (i.e. hockey, skiing) with aperture priority and EV compensation.