Know your real college fit.
Objective fitness scores for every college on your list — academic, admission, financial, and program fit — built from real data, not gut feel.
Replace gut feel with real data
Six scoring lenses combine into one honest answer for every school on your list.
Your GPA and test scores compared against the college's actual admitted-student profile — not marketing copy.
Reach, match, and safety modeled from current admit rates and your specific profile strength.
Net price modeled from verified cost data and aid generosity — not the sticker price you'll never actually pay.
How strong the college actually is in your intended major — based on degrees awarded and program signals.
Every score shows the inputs that drove it. No hidden weights, no black-box ranking — you can audit any result.
Side-by-side fitness across every college so the right tradeoffs become obvious instead of overwhelming.
From profile to fit scores in three steps
GPA, test scores (optional), intended major, budget, and basic preferences. Nothing more than you'd put on an application.
Academic, admission, financial, and program fit — calculated deterministically for every college you add.
Compare scores across schools, see what's driving each result, and shape a list grounded in real data.
Built for families who want real answers
Get an honest, math-backed read on where each college sits — instead of guessing from forum threads.
See modeled net price next to academic fit so financial reality stays in the conversation from day one.
Every score is auditable. No black-box rankings — just inputs you can question and outputs you can trust.
Counselors get the same scoring data, so meetings focus on tradeoffs and strategy instead of basic triage.
Questions about college fitness scores
Each score uses a transparent, deterministic formula combining verified data (IPEDS, College Scorecard) with your profile inputs. Same inputs always produce the same score.
No. Scores are rule-based and auditable — every result shows the specific inputs that drove it, so families can question and trust the math.
No. The calculator works with or without standardized scores, and adapts to test-optional admissions appropriately.
Financial fit models net price from published cost-of-attendance and aid data. It is a strong directional estimate — not a binding award letter.
It gives an honest, data-backed probability range — reach, match, or safety — but admissions remain holistic and no tool can guarantee an outcome.
Yes, when shared. Counselors and parents can be invited to view the same scoring data, so everyone works from the same picture.
“I found schools I hadn’t even considered. Shortlists made it easy to compare and decide.”
“The filters and fit signals were clear and useful. We built a balanced list quickly.”
“Saves me hours of search time and shows students strong options by interest and cost.”
Real fit. Real numbers.
Score every college on your list with academic, admission, financial, and program fit — built from verified data and auditable formulas.
- Academic, admission, financial & program scores
- 100% deterministic, fully auditable math
- Verified IPEDS + College Scorecard data
- Side-by-side comparison across your list