my DS took the SAT last year after he taught himself high school math. first in November without prep(only read the small booklet collegeboard sent us to get the idea what the test format is), then read the collegeboard prep materials(skill insight, a couple prep exams), but his December score only went up 40 points. so from our experience, prep does not make too much difference. maybe extensive one or years of school math matters