Take it apart.That is the point.
Here is what goes into a PairScore, which dimensions it reports back, the measures that sit alongside the headline number, and what the model does when your profile is too thin to read.
One score.Explainable parts.
PairScore evaluates compatibility across multiple independently calculated dimensions. Rather than producing an unexplained recommendation, it shows the factors that contributed to a result, so you can understand why a relationship appears stronger or weaker.
One score. Explainable components.
PairScore evaluates compatibility across multiple independently calculated dimensions. Rather than producing an unexplained recommendation, it shows the factors that contributed to a result, so you can understand why a relationship appears stronger or weaker.
- Academic Position
- Where your academic profile sits against the range a school actually admits.
- Attainability
- How reachable the school is for a profile like yours as it stands today.
- Mission / Experience Alignment
- What your experiences say about you, read against what the school says it exists to do.
- Environment / Thriving Alignment
- How closely the school's environment, resources and support structure match the conditions you work well in.
- Support AlignmentIn development
- The support a school has in place, weighed against the support your profile suggests you would use.
- Preference AlignmentIn development
- What you have told us matters to you: setting, location, structure, the shape of the programme.
- Contextual InsightsIn development
- The context around a profile that isolated metrics do not carry on their own.
A Position Tier is derived from your PairScore for that one school. It describes the strength of an applicant–school relationship rather than functioning as an admissions probability or an applicant percentile.
The headline numberis not the only one.
- Thriving Score
- Evaluates how closely a school's environment, resources, culture and support structure align with the conditions in which an applicant may be best positioned to thrive. It is minimally influenced by your academic profile.
- Academic Fit
- Measures how closely your academic profile aligns with a school's typical academic range and expectations.
- Mission Alignment
- Measures how well your experiences, values, and goals align with a school's mission and priorities.
Illustrative example. Sample data, not real institutions or real results.
Growth PlaygroundModel, then commit.
Considering an MCAT retake, additional coursework, research, clinical experience or another major investment in your application? Growth Playground lets you explore how a realistic profile change may affect your school alignment before you decide where to spend your time. Your real profile is untouched: what changes is the ordering, the scores, and the Cycle Movement figure beside each school.
Illustrative example. Sample data, not real institutions or real results. Switch the scenario to re-sort the list.
Free accounts include two scenarios. The point of the limit is that a scenario is meant to be a decision aid, not a slot machine. The useful version of this tool is the one you run twice, on the two commitments you are actually choosing between.
Alignment InsightsEvidence-linked.
PairScore provides structured explanations showing the information that contributed to an alignment result: what it read in your profile, what that matched in the school, and what it could not find. The interpretation is gated on narrative completeness, so a thin profile is told it is thin rather than quietly scored as though it were not.
Riverbend University School of Medicine
School Alignment Insights
- Mission Alignment
- 88
- Academic Fit
- 74
- Thriving Score
- 81
Where you align
- Riverbend's mission names primary care for rural and medically underserved communities in its own state.
- Your mobile clinic hours and your stated intent to practice in the county you grew up in map onto that directly.
Where you do not, yet
- Riverbend weights sustained longitudinal involvement. Your clinical hours are spread across four short placements rather than one long one.
- Nothing in your profile speaks to their rural immersion track, which their own materials treat as central.
Illustrative example. Sample data, not real institutions or real results.
That is how it works.Now see yours.
Create an account, add the schools you are weighing, and check the reasoning against what you know about yourself.