Reading the comparable alumni

The comparable players section is the evidence behind the Match Score. If the headline number tells you what we think, this section shows you why — and for most coaches it is the most persuasive part of the report.

What these players are

International players who already made the move into US college soccer, and whose pathway before that move most closely resembles the player you are looking at. Not players who look similar on film — players whose records look similar: comparable level on their country's ladder, comparable role, a comparable shape of career.

What happened to that group after they arrived is what the Match Score is built on.

The three headline cards

The closest comparisons, each showing:

• A similarity percentage — how closely that alumnus's pathway matches your player's. Higher means a tighter comparison, not a better player.
• The school and association they went to — the environment they actually landed in.
• Their freshman-year record — appearances, starts, goals, assists.

Freshman year is the deliberate choice. It is the season that tells you whether a player arrived ready, and it is the season you are effectively buying when you recruit.

The full list

Expand the additional alumni for the complete comparison group — often several dozen players. It adds an Award column: all-conference selections, freshman-of-the-year honours, top-100 awards, player-of-the-week recognitions.

[CONFIRM: how the expanded list is ordered or grouped. The Match percentages are not in descending order, which coaches will notice immediately. One sentence here settles it.]

How to read it

As a distribution, not a promise. No single alumnus predicts anything; the shape of the group does.

• Look at starts, not just appearances. A group that mostly started as freshmen is telling you this pathway produces players who play. A group that mostly appeared off the bench is telling you something quieter, and the Match Score is already reflecting it.
• Look at the association mix. If the closest comparisons all went to NAIA and NJCAA programs and you are NCAA D1, that gap is the real message of the section.
• Read the awards column as a ceiling, not an average. A handful of all-conference selections in a group of forty tells you the ceiling is real; it does not tell you your player reaches it.
• Watch for a thin group. Few comparisons means an unusual pathway — not a bad sign in itself, but a reason to lean harder on the four circles and your own film.

Why this beats a reference

Everyone recruiting internationally has been told "they're playing at a good level over there". The comparable alumni turn that claim into a checkable one: here are forty players who were at that level, here is where they went, here is what they did when they arrived. It is also the section to put in front of a head coach or an athletic director who wants to know why you are spending a roster spot on someone nobody in the conference has heard of.