By the way, as you seem to be interested in quantitative trading, please check out this old two part articles series. It was a good primer for me back in the day for a way to trade without charts.
Some good stuff here, IMO. Maybe you'll find the time to do a back-test for the most recent years.
https://www.trade2win.com/articles/766-developing-trading-strategy
https://www.trade2win.com/articles/768-developing-trading-strategy-part-2-a
There was a pdf I read while back where someone did a study on pivots points (PP, S1,R1, S2, R2 etc) in forex.
He provided statistics of how often each level is hit, how often price close within the levels, and how often both sides of PP are hit.
It turns out the further out you are, the less likelihood that both sides of the PP are hit (ex if R2 is hit, S2 being hit at the same time is less likely). And also the more likely price wil close within the outside levels.
It follows the same concept of the ORB study posted in that forum. The longer the probing period, the less likely price will make a V shape move to test other side of the range. He did mention you have "less" of the day's range left with the longer probing period. Sort of like a reverse R:R trade. Sure my stop is less likely to be hit, but I just got a small portion of the day left to profit off.
So you do things like scalein and maybe buy the "dip" within that range just short of the stop being hit to tip the R:R in your favor.