Most chance-me tools quietly tell everyone the same flattering number. Here's what actually drives your odds — and how an honest estimate is built.
Your chances at a given school come down to two things: how far your profile sits from the students that school actually admits, and how selective the school is to begin with. Candor measures the first against verified Common Data Set numbers and scales it by the second. That's it. No vibes.
The inputs that move your odds, roughly in order of weight:
Open five "chance me" tools and you'll see roughly 25-30% at every top-20 school. That's not a coincidence — it's a default. Telling everyone they have a decent shot at Stanford keeps people clicking, but Stanford admits about 4 in 100. A calculator that says 28% is doing you no favors when the real answer is closer to 4.
Candor calibrates against actual outcomes, so the headline number is meant to be accurate, not flattering. If your odds are low, it says so. That's the whole point of the name.
No tool can read your essays or know that a coach is pulling for you. An estimate is a calibrated starting point built from the parts that are measurable. Treat it as a map, not a verdict — then go make the parts it can't see as strong as you can.