How the Match Score works

The Match Score is the big number in the middle of every report, and the one coaches push on hardest. Here is what it is, what it is not, and what moves it.

What it answers

One question only: how likely is this player to succeed at your program?

It is not a talent rating, and it is not a ranking of players against each other. It is a prediction about a transition — this player, from their level, into a program like yours.

How it is calculated, in plain terms

VeriScout holds the verified records of international players who already made the move into US college soccer, together with what happened once they arrived. For any player you run a report on, we identify the alumni whose pathway most closely resembles theirs, and measure how that group went on to perform at programs like yours.

"Perform" here means the full picture of a college career — playing time, the role they held, how long they lasted, and the recognition they earned — not any single statistic.

The Match Score is that outcome, expressed as a percentage. The Comparable players section further down the report is not decoration: it is the working. Those alumni, with their appearances, starts and awards, are the evidence the number rests on.

Why it is different for every program

Two things about your program feed the calculation:

• Your association — NCAA D1, D2, D3, NAIA or NJCAA.
• Your tier within it — A to E, calculated from your program's RPI rankings over the past five seasons, weighted so recent seasons count most. Tiers are re-evaluated after each season as new rankings publish.

So the same player can read 87 for one program and 96 for another. That is not the model being inconsistent — it is the model doing its job. A player who would start immediately at one level might be a squad player at another.

You can see the whole picture in the Tier Match Overview grid: the same player scored against every tier and association at once. If your cell is the lowest number in an otherwise high grid, that simply means your program is the most demanding environment on the board for them.

What it is built from

The score draws on the player's complete verified record — the level they have actually played at, placed on their country's ladder rather than judged by club name or reputation; how much and how regularly they play; and the shape of their career over time. The depth of that record matters too: a long verified history supports a firmer read than a single season.

Separately, the Confidence badge on the Level Fit card tells you how much comparable-alumni evidence the prediction rests on — how many players with a similar background have already made this move, and how closely they match. A strong score with a low confidence band is a thinner claim than the same score with a high one. See Confidence explained.

What it deliberately does not include

• Film. No highlight reel, no technical assessment, no eye test. The score is built from what happened in matches, not how it looked.
• Character, coachability, academics, English level, visa situation. All of these decide recruitments and none of them are in the number.
• Your roster needs. The score does not know that you already have three centre-backs.
• Why matches were missed. A gap in the record is treated as a gap, never assumed to be an injury.

Treat the Match Score as the answer to "is this player's level plausible for us?" — the question that used to take a phone call and a week. What you do after that is still coaching.

Reading the number honestly

Scores cluster high. Green arrives around 80, and an 87 is a strong player for your level, not a B-minus. The useful comparisons are between players you are actually choosing between, and between your cell and its neighbours in the Tier Match Overview grid.

A high Match Score next to a weak Form or Reliability circle is worth a pause: the transition looks plausible, but the player is not playing right now. Those two facts belong in the same conversation.

Does the score change?

Yes. It is built from a living record, so as new matches are played the underlying data — and the score — can move. You do not need to do anything to keep up: every report is automatically re-generated every 14 days, whether or not the player is on your Recruiting Board.

My program's tier looks wrong

Tier draws on five seasons of RPI, so a program that has improved sharply in the last year or two may sit lower than it feels — the older seasons still count, and the tier catches up as they age out. If your association, division or tier is recorded incorrectly, contact us: every Match Score in your account is calculated against it. See My program details are wrong.