Look scalping isn't 'buying the bid selling the offer' thats not consistently possible w/ the algorithms orders are filled, ect.
Scalping, now more than ever, is really taking out a price level, or more often even, a specific order, that is mispriced.
Example: ES is 1485.0 bid ...