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	North Carolina	Atlantic Coast	99
4	Stanford	Atlantic Coast	99
5	Kansas	Big 12	99
6	Boise State	Pacific 12	99
7	Texas Tech	Big 12	98
8	Utah State	Pacific 12	98
9	UNC Wilmington	Coastal Athletic Association	98
10	Duke	Atlantic Coast	97
11	Ohio State	Big Ten	97
12	Harvard	Ivy League	97
13	Louisville	Atlantic Coast	96
14	South Carolina	SEC	96
15	Colorado	Big 12	96
16	Michigan State	Big Ten	96
17	NC State	Atlantic Coast	95
18	Wake Forest	Atlantic Coast	95
19	Penn State	Big Ten	95
20	Notre Dame	Atlantic Coast	94
21	Oklahoma	SEC	94
22	Auburn	SEC	94
23	Furman	Southern	94
24	Virginia	Atlantic Coast	93
25	Villanova	Big East	93

Top By Archetype

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

25 roles

Pos	Role	Leader	Shortlistr College Impact™
DF	Stopper	Peyton Leonard· Pepperdine	100
DF	Sweeper	Hailey Baumann· Wisconsin	100
DF	Ball-Playing CB	Lauren Adam· Purdue	76
DF	Attacking Wing-Back	Lilliah Blum· North Carolina	100
DF	Traditional FB	Laule‘a Ah Mook Sang· Hawaii	81
DF	Defensive FB	Natalie Arnold· Long Beach State	79
DF	Supporting FB	Mia Bhuta· Stanford	64
MD	Drifting 8	Megan Santa Cruz· Purdue	100
MD	Box-to-Box	Lilly Short· Radford	100
MD	Ball-Winner	Ava Grace Pickard· Canisius	90
MD	Metronome	Josie Clawson· Utah Valley	81
MD	Deep-Lying Playmaker	Mia Massey· Colorado State	62
MD	Progressor	Laura Di Mascio· Jacksonville	61
MD	Playmaker #10	Alyssa Glover· Wyoming	100
MD	Shadow Striker	Kylie Cino· Iowa	100
MD	Advanced #8	Charlotte Kohler· Stanford	100
MD	Roaming Creator	Grace Ambrose· Alcorn State	100
FD	Inside Forward	Liana Bryant· USC Upstate	100
FD	Playmaking Winger	Katie Shea Collins· Duke	99
FD	Traditional Winger	Annick Zouma· Alcorn State	97
FD	Target Man	Taylor Zdrojewski· Texas Tech	100
FD	Complete Forward	Emerson Sargeant· Xavier	100
FD	Poacher	Sydney Watts· Vanderbilt	100
FD	Advanced Forward	Kayla keefer· Oklahoma	90
FD	False 9	Talia Sommer· Butler	73

Recent Matches

10 matches

Date	Home	Score	Away	Competition
Oct 9	Charlotte	4 – 0	East Carolina	American Athletic (W)
Oct 9	South Florida	0 – 3	UTSA	American Athletic (W)
Oct 9	North Texas	0 – 2	Florida Atlantic	American Athletic (W)
Oct 9	Memphis	4 – 0	Tulsa	American Athletic (W)
Oct 9	Austin Peay	1 – 3	Tarleton State	Western Athletic (W)
Oct 9	West Georgia	0 – 3	Little Rock	Western Athletic (W)
Oct 9	Houston Christian	1 – 1	Southeastern Louisiana	Southland (W)
Oct 9	Nicholls	2 – 1	Stephen F. Austin	Southland (W)
Oct 9	Arizona State	1 – 1	Iowa State	Big 12 (W)
Oct 9	West Virginia	2 – 0	BYU	Big 12 (W)

Teams in form

Last 5 matches · top 10

#	Team	Form	GD
1	Fairfield	WWWWW	+14
2	USC Upstate	WWWWW	+13
3	James Madison	WWWWW	+12
4	Boise State	WWWWW	+11
5	UCLA	WWWWW	+10
6	Furman	WWDWW	+17
7	Vanderbilt	DWWWW	+13
8	Chattanooga	WDWWW	+11
9	Illinois State	WDWWW	+10
10	North Carolina	DWWWW	+10

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