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Penn WLAX (8-8)

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Division: I
Conference: Ivy League

April 2026: AOE & ADE formulas updated for more accurate opponent-adjusted efficiency. All seasons recalculated.

Program Trajectory

REBUILDING

2026 rank (#36 of 133) declined by 269.6% from 3yr weighted baseline (#10). Moved 26 spots.

Recent NET by Season

2023 (DI)

3.111 #12

2024 (DI)

4.829 #10

2025 (DI)

4.052 #8

2026 (DI)

1.557 #36

NET = team’s adjusted Net Efficiency rank metric for that season. Rank = DI WLAX .

Metric	Offense	Defense
Strength of Schedule	0.616 20
RPI	0.579 33
Adjusted Efficiency	0.465 42	-1.092 32
Net Efficiency	1.557 36
Avg. Possessions	40.9 77	42.0 72
Goals Per Possession	0.260 82	0.265 60
On-Goal Rate	67.9 107	71.0 78
Goals Per Game	10.6 81	11.1 65
Assist Rate	44.7 97	55.6 102
Free Pos. Success	50.8 22	42.1 43
Unforced TO Rate	15.3 86	14.4 59

Metric

Offense

Defense

Strength of Schedule

0.616 20

RPI

0.579 33

Adjusted Efficiency

0.465 42

-1.092 32

Net Efficiency

1.557 36

Avg. Possessions

40.9 77

42.0 72

Goals Per Possession

0.260 82

0.265 60

On-Goal Rate

67.9 107

71.0 78

Goals Per Game

10.6 81

11.1 65

Assist Rate

44.7 97

55.6 102

Free Pos. Success

50.8 22

42.1 43

Unforced TO Rate

15.3 86

14.4 59

Date	Opponent	Result	Record
2026-02-14	Drexel	W, 11 - 10	1-0
2026-02-21	Johns Hopkins	L, 9 - 15	1-1
2026-02-25	Temple	L, 9 - 14	1-2
2026-02-28	Loyola Maryland	L, 8 - 10	1-3
2026-03-07	Dartmouth	W, 14 - 10	2-3
2026-03-11	Florida	L, 9 - 18	2-4
2026-03-15	Georgetown	W, 11 - 10	3-4
2026-03-19	Maryland	L, 9 - 15	3-5
2026-03-28	Columbia	W, 15 - 8	4-5
2026-04-04	Harvard	W, 10 - 8	5-5
2026-04-08	Princeton	W, 10 - 9	6-5
2026-04-11	Yale	L, 4 - 7	6-6
2026-04-18	Cornell	W, 8 - 7	7-6
2026-04-22	Towson	W, 20 - 8	8-6
2026-04-26	Brown	L, 13 - 14	8-7
2026-05-01	Princeton	L, 10 - 15	8-8

Date

Opponent

Result

Record

2026-02-14

Drexel

W, 11 - 10

1-0

2026-02-21

Johns Hopkins

L, 9 - 15

1-1

2026-02-25

Temple

L, 9 - 14

1-2

2026-02-28

Loyola Maryland

L, 8 - 10

1-3

2026-03-07

Dartmouth

W, 14 - 10

2-3

2026-03-11

Florida

L, 9 - 18

2-4

2026-03-15

Georgetown

W, 11 - 10

3-4

2026-03-19

Maryland

L, 9 - 15

3-5

2026-03-28

Columbia

W, 15 - 8

4-5

2026-04-04

Harvard

W, 10 - 8

5-5

2026-04-08

Princeton

W, 10 - 9

6-5

2026-04-11

Yale

L, 4 - 7

6-6

2026-04-18

Cornell

W, 8 - 7

7-6

2026-04-22

Towson

W, 20 - 8

8-6

2026-04-26

Brown

L, 13 - 14

8-7

2026-05-01

Princeton

L, 10 - 15

8-8

Player	Goals	Assists	Points	Draw Controls	Net Turnovers	LFN Rating	Adj. LFN Rating
Catherine Berkery	2.94 42	0.75 326	3.69 84	0.06 1524		0.884 162	2.578 215
Patricia Columbia-Walsh	1.62 294	1.50 89	3.12 155			0.662 374	2.356 381
Regan O'Brien	1.56 321	0.56 461	2.12 391	0.12 1210		0.500 563	2.194 611
Lela Greene	1.19 510	0.12 1264	1.31 713			0.300 1013	1.994 970
Eden Welch	0.93 696	0.33 734	1.27 735	1.20 386		0.355 849	2.049 876
Emma Hrzich	0.31 1397	0.62 416	0.94 945			0.113 2028	1.807 1333
Mary Sack	0.50 1086	0.25 909	0.75 1079	0.81 526		0.271 1122	1.965 1037
Avery Le	0.38 1289	0.06 1506	0.44 1441	0.25 940		0.198 1421	1.892 1184
Olivia Nicoll	0.56 1048	0.22 1000	0.78 1067			0.226 1298	1.920 1123
Millie Bartlett	0.31 1397	0.06 1506	0.38 1506	3.00 141		0.292 1044	1.986 987
Quinny Handley	0.21 1554	0.14 1216	0.36 1529			0.095 2174	1.789 1369
Mae Zaremba	0.38 1289	0.25 909	0.62 1204			0.121 1962	1.815 1323
Natasha Yajadda	0.19 1607		0.19 1761	0.06 1524	0.88 141	0.351 859	2.045 884
Kate Stanton	1.00 614		1.00 858			0.393 756	2.087 798
Caroline Marotta		0.11 1336	0.11 1882	0.11 1294		0.002 3033	1.696 1563
Sydney Patten		0.06 1506	0.06 1956	0.62 617	0.31 534	0.189 1463	1.883 1211
Maggie Bankowski				5.56 46		0.424 687	2.118 740
Olivia Comerford				0.06 1524	0.31 534	0.146 1747	1.840 1283
Lellie King				0.12 1210	0.75 180	0.220 1322	1.914 1137
Grace Matter					2.00 10	0.545 487	2.239 521
Peyton Phillips					0.33 495	0.091 2194	1.785 1376
Clare Ruff					0.50 306	0.170 1574	1.864 1244

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Catherine Berkery

2.94 42

0.75 326

3.69 84

0.06 1524

0.884 162

2.578 215

Patricia Columbia-Walsh

1.62 294

1.50 89

3.12 155

0.662 374

2.356 381

Regan O'Brien

1.56 321

0.56 461

2.12 391

0.12 1210

0.500 563

2.194 611

Lela Greene

1.19 510

0.12 1264

1.31 713

0.300 1013

1.994 970

Eden Welch

0.93 696

0.33 734

1.27 735

1.20 386

0.355 849

2.049 876

Emma Hrzich

0.31 1397

0.62 416

0.94 945

0.113 2028

1.807 1333

Mary Sack

0.50 1086

0.25 909

0.75 1079

0.81 526

0.271 1122

1.965 1037

Avery Le

0.38 1289

0.06 1506

0.44 1441

0.25 940

0.198 1421

1.892 1184

Olivia Nicoll

0.56 1048

0.22 1000

0.78 1067

0.226 1298

1.920 1123

Millie Bartlett

0.31 1397

0.06 1506

0.38 1506

3.00 141

0.292 1044

1.986 987

Quinny Handley

0.21 1554

0.14 1216

0.36 1529

0.095 2174

1.789 1369

Mae Zaremba

0.38 1289

0.25 909

0.62 1204

0.121 1962

1.815 1323

Natasha Yajadda

0.19 1607

0.19 1761

0.06 1524

0.88 141

0.351 859

2.045 884

Kate Stanton

1.00 614

1.00 858

0.393 756

2.087 798

Caroline Marotta

0.11 1336

0.11 1882

0.11 1294

0.002 3033

1.696 1563

Sydney Patten

0.06 1506

0.06 1956

0.62 617

0.31 534

0.189 1463

1.883 1211

Maggie Bankowski

5.56 46

0.424 687

2.118 740

Olivia Comerford

0.06 1524

0.31 534

0.146 1747

1.840 1283

Lellie King

0.12 1210

0.75 180

0.220 1322

1.914 1137

Grace Matter

2.00 10

0.545 487

2.239 521

Peyton Phillips

0.33 495

0.091 2194

1.785 1376

Clare Ruff

0.50 306

0.170 1574

1.864 1244