Just wondering if it helps? weighing the time/cost…
It does not.
It helps in the same way that any extracurricular activity involving learning will help.
The name “Stanford” does not help. Taking the same course at your local Calc is probably nearly as effective.
Not even SUMaC? It’s on the summer programs that look good on college applications thread.