Yup, that’s the rub, @ucbalumnus. But as said, it can vary so much, per hs and based on competing applicants from your hs and others locally.
But even perfect needs to nail the Why Us and other indicators of your knowledge of what that college wants and how you match. The higher the tier, the trickier it gets.