What is the most profitable trading style/system in Forex? Is it scalping, day trading, swinging, or momentum?

The one which works for you.

Every trader regardless if she scalps, day trades, swing trades or trade momentum, will tell you their system is the most profitable. Because it is, for them.

Systems are not only successful because of how they are constructed, but by how they are used.

---