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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)

1.648 #36

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

Metric	Offense	Defense
Strength of Schedule	0.621 18
RPI	0.581 31
Adjusted Efficiency	0.504 42	-1.145 32
Net Efficiency	1.648 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

0.621 18

RPI

0.581 31

Adjusted Efficiency

0.504 42

-1.145 32

Net Efficiency

1.648 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 41	0.75 326	3.69 84	0.06 1523		0.853 169	2.539 227
Patricia Columbia-Walsh	1.62 294	1.50 89	3.12 154			0.636 386	2.322 396
Regan O'Brien	1.56 321	0.56 462	2.12 390	0.12 1210		0.483 573	2.169 632
Lela Greene	1.19 511	0.12 1263	1.31 714			0.290 1030	1.976 976
Eden Welch	0.93 696	0.33 735	1.27 735	1.20 386		0.344 858	2.031 879
Emma Hrzich	0.31 1397	0.62 417	0.94 945			0.105 2069	1.791 1339
Mary Sack	0.50 1084	0.25 910	0.75 1077	0.81 527		0.265 1125	1.952 1029
Avery Le	0.38 1287	0.06 1503	0.44 1441	0.25 939		0.195 1416	1.882 1177
Olivia Nicoll	0.56 1047	0.22 1000	0.78 1065			0.219 1312	1.906 1125
Millie Bartlett	0.31 1397	0.06 1503	0.38 1505	3.00 141		0.289 1032	1.976 977
Quinny Handley	0.21 1553	0.14 1217	0.36 1528			0.092 2178	1.779 1361
Mae Zaremba	0.38 1287	0.25 910	0.62 1203			0.116 1989	1.802 1319
Natasha Yajadda	0.19 1605		0.19 1759	0.06 1523	0.88 139	0.352 837	2.038 869
Kate Stanton	1.00 615		1.00 859			0.386 746	2.073 805
Caroline Marotta		0.11 1335	0.11 1881	0.11 1292		0.001 3033	1.687 1549
Sydney Patten		0.06 1503	0.06 1951	0.62 617	0.31 533	0.190 1443	1.876 1190
Maggie Bankowski				5.56 46		0.425 667	2.111 736
Olivia Comerford				0.06 1523	0.31 533	0.148 1708	1.834 1271
Lellie King				0.12 1210	0.75 180	0.222 1295	1.908 1118
Grace Matter					2.00 10	0.549 475	2.236 515
Peyton Phillips					0.33 493	0.091 2183	1.778 1365
Clare Ruff					0.50 306	0.171 1549	1.858 1234

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Catherine Berkery

2.94 41

0.75 326

3.69 84

0.06 1523

0.853 169

2.539 227

Patricia Columbia-Walsh

1.62 294

1.50 89

3.12 154

0.636 386

2.322 396

Regan O'Brien

1.56 321

0.56 462

2.12 390

0.12 1210

0.483 573

2.169 632

Lela Greene

1.19 511

0.12 1263

1.31 714

0.290 1030

1.976 976

Eden Welch

0.93 696

0.33 735

1.27 735

1.20 386

0.344 858

2.031 879

Emma Hrzich

0.31 1397

0.62 417

0.94 945

0.105 2069

1.791 1339

Mary Sack

0.50 1084

0.25 910

0.75 1077

0.81 527

0.265 1125

1.952 1029

Avery Le

0.38 1287

0.06 1503

0.44 1441

0.25 939

0.195 1416

1.882 1177

Olivia Nicoll

0.56 1047

0.22 1000

0.78 1065

0.219 1312

1.906 1125

Millie Bartlett

0.31 1397

0.06 1503

0.38 1505

3.00 141

0.289 1032

1.976 977

Quinny Handley

0.21 1553

0.14 1217

0.36 1528

0.092 2178

1.779 1361

Mae Zaremba

0.38 1287

0.25 910

0.62 1203

0.116 1989

1.802 1319

Natasha Yajadda

0.19 1605

0.19 1759

0.06 1523

0.88 139

0.352 837

2.038 869

Kate Stanton

1.00 615

1.00 859

0.386 746

2.073 805

Caroline Marotta

0.11 1335

0.11 1881

0.11 1292

0.001 3033

1.687 1549

Sydney Patten

0.06 1503

0.06 1951

0.62 617

0.31 533

0.190 1443

1.876 1190

Maggie Bankowski

5.56 46

0.425 667

2.111 736

Olivia Comerford

0.06 1523

0.31 533

0.148 1708

1.834 1271

Lellie King

0.12 1210

0.75 180

0.222 1295

1.908 1118

Grace Matter

2.00 10

0.549 475

2.236 515

Peyton Phillips

0.33 493

0.091 2183

1.778 1365

Clare Ruff

0.50 306

0.171 1549

1.858 1234