Women's College Soccer Database

Women’s · Overview

Shortlistr brings professional-level data to the NCAA for the first time — player impact rankings, positional archetypes, and team strength scores, all built for the college game.Find out more →Trusted by top professional clubs and ambitious NCAA programs LAFC

Top 25 D1 Teams

Ranked by Shortlistr Team Strength™

Full rankings →

#	Team	Conference	Shortlistr Team Strength™
1	Vanderbilt	SEC	100
2	Purdue	Big Ten	100
3	Duke	Atlantic Coast	99
4	North Carolina	Atlantic Coast	99
5	Stanford	Atlantic Coast	99
6	Ohio State	Big Ten	99
7	Colorado	Big 12	98
8	Texas Tech	Big 12	98
9	UNC Wilmington	Coastal Athletic Association	98
10	Notre Dame	Atlantic Coast	97
11	Kansas	Big 12	97
12	Memphis	American Athletic	97
13	Utah Valley	Big West	97
14	Louisville	Atlantic Coast	96
15	Michigan State	Big Ten	96
16	Saint Louis	Atlantic 10	96
17	Virginia	Atlantic Coast	95
18	South Carolina	SEC	95
19	Penn State	Big Ten	95
20	Utah State	Pacific 12	95
21	Iowa	Big Ten	94
22	Harvard	Ivy League	94
23	Xavier	Big East	94
24	Arkansas	SEC	93
25	Auburn	SEC	93

Top By Archetype

Best player in each role · by Shortlistr College Impact™ Score

25 roles

Pos	Role	Leader	Shortlistr College Impact™
DF	Sweeper	Hailey Baumann· Wisconsin	100
DF	Stopper	Nina Norshie· Texas State	100
DF	Ball-Playing CB	Heather Gilchrest· Florida State	93
DF	Defensive FB	Hailey Bagby· Portland	100
DF	Attacking Wing-Back	Caroline Spengler· Georgetown	100
DF	Traditional FB	Natalie Arnold· Long Beach State	90
DF	Supporting FB	Jordan Whiteaker· Colorado	66
MD	Ball-Winner	Gracie Brown· Auburn	100
MD	Box-to-Box	Charlotte Kohler· Stanford	100
MD	Metronome	Josie Clawson· Utah Valley	95
MD	Drifting 8	Isabella Dillow· Houston Christian	86
MD	Deep-Lying Playmaker	Amy Dekkers· Kentucky	63
MD	Progressor	Audrey Shackelford· Ole Miss	59
MD	Roaming Creator	Grace Ambrose· Alcorn State	100
MD	Advanced #8	Catherine Rogers· Siena	100
MD	Shadow Striker	Jillian Gregorski· Kansas	100
MD	Playmaker #10	Addison Halpern· Virginia	100
FD	Inside Forward	Hailey Johnson· Mississippi State	100
FD	Playmaking Winger	Katie Shea Collins· Duke	100
FD	Traditional Winger	Joy Okonye· Brown	97
FD	Target Man	Taylor Zdrojewski· Texas Tech	100
FD	Complete Forward	Emerson Sargeant· Michigan State	100
FD	Poacher	Sydney Watts· Vanderbilt	100
FD	Advanced Forward	Klarissa Vega· South Dakota	94
FD	False 9	Aniya Facen· Tulsa	61

Recent Matches

10 matches

Date	Home	Score	Away	Competition
Oct 29	Pacific	1 – 2	Saint Mary's	West Coast (W)
Oct 29	San Diego	1 – 1	San Francisco	West Coast (W)
Oct 29	Portland	0 – 4	Seattle	West Coast (W)
Oct 29	Loyola Marymount	1 – 0	Denver	West Coast (W)
Oct 29	Georgetown	2 – 4	Creighton	Big East (W)
Oct 29	San Jose State	1 – 1	UC Davis	Mountain West (W)
Oct 29	Hawaii	1 – 2	UNLV	Mountain West (W)
Oct 29	Grand Canyon	2 – 1	Wyoming	Mountain West (W)
Oct 29	Nevada	3 – 2	UTEP	Mountain West (W)
Oct 29	Air Force	1 – 0	Colorado College	Mountain West (W)

Teams in form

Last 5 matches · top 10

#	Team	Form	GD
1	Fairleigh Dickinson	WWWWW	+22
2	Memphis	WWWWW	+16
3	Utah Valley	WWWWW	+15
4	Vanderbilt	WWWWW	+12
5	Air Force	WWWWW	+11
6	Ohio State	WWWWW	+10
7	Milwaukee	WWWWW	+9
8	Quinnipiac	WWWWW	+8
9	Furman	WWDWW	+14
10	Army	WWDWW	+13

Performance of the Week

17 weeks

The single best D1 performance from every week of the season, ranked by Shortlistr Match Impact™ — a 0–10 score that weighs every action a player took in the match (goals, chances created, defensive work, passing) against the level of the opponent they faced.

Week of	Player	Team	Opponent	Score	Shortlistr Match Impact™
Dec 8	Diego Luna	Stanford	vsUCLA	3–1 W	9.6
Dec 1	Lewis O'Brien	Pittsburgh	@Wake Forest	2–0 W	8.4
Nov 24	Cole Bassett	Wake Forest	@Clemson	2–1 W	9.1
Nov 17	Daniel Pereira	Marshall	vsTulsa	4–2 W	8.8
Nov 10	Lasse Jonathan Kelp	Maryland	vsIndiana	1–0 W	9.4
Nov 3	Roman Bell	Marshall	@South Carolina	3–2 W	8.2
Oct 27	Tyler Hall	Notre Dame	vsGeorgetown	3–0 W	9.3
Oct 20	Ethan Dobbelaere	Kentucky	@Duke	3–2 W	8.7
Oct 13	Quincy Butler	UCLA	vsWashington	4–1 W	9.2
Oct 6	Andrew Thomas	Stanford	@Cal	2–0 W	8.5
Sep 29	Patrick Schulte	Wake Forest	vsVirginia	2–0 W	9.0
Sep 22	Ezra Armstrong	Clemson	@NC State	3–1 W	8.6
Sep 15	Marcus Rivera	Indiana	vsPenn State	2–1 W	9.5
Sep 8	Jordan Mensah	Georgetown	@Providence	2–1 W	8.3
Sep 1	Sebastian Vogt	Akron	vsWest Virginia	3–2 W	8.9
Aug 25	Henry Wingo	SMU	@Charlotte	1–0 W	8.1
Aug 18	Caleb Higuera	Creighton	vsDrake	4–0 W	9.7