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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)

1.701 #36

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

Metric	Offense	Defense
Strength of Schedule	0.618 18
RPI	0.579 32
Adjusted Efficiency	0.526 42	-1.175 32
Net Efficiency	1.701 36
Avg. Possessions	40.9 77	42.0 72
Goals Per Possession	0.260 82	0.265 60
On-Goal Rate	67.9 108	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 21	42.1 43
Unforced TO Rate	15.3 86	14.4 59

Metric

Offense

Defense

Strength of Schedule

0.618 18

RPI

0.579 32

Adjusted Efficiency

0.526 42

-1.175 32

Net Efficiency

1.701 36

Avg. Possessions

40.9 77

42.0 72

Goals Per Possession

0.260 82

0.265 60

On-Goal Rate

67.9 108

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 21

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	0.75 327	3.69 84	0.06 1523		0.824 178	2.498 245
Patricia Columbia-Walsh	1.62 294	1.50 89	3.12 154			0.612 397	2.285 420
Regan O'Brien	1.56 324	0.56 464	2.12 389	0.12 1208		0.467 582	2.140 647
Lela Greene	1.19 511	0.12 1261	1.31 713			0.280 1050	1.954 996
Eden Welch	0.93 695	0.33 733	1.27 735	1.20 386		0.335 864	2.009 892
Emma Hrzich	0.31 1395	0.62 418	0.94 945			0.097 2118	1.771 1350
Mary Sack	0.50 1086	0.25 912	0.75 1078	0.81 526		0.260 1132	1.934 1032
Avery Le	0.38 1286	0.06 1501	0.44 1439	0.25 940		0.193 1412	1.867 1170
Olivia Nicoll	0.56 1045	0.22 997	0.78 1066			0.213 1322	1.887 1126
Millie Bartlett	0.31 1395	0.06 1501	0.38 1503	3.00 142		0.287 1019	1.961 979
Quinny Handley	0.21 1551	0.14 1217	0.36 1526			0.090 2218	1.763 1366
Mae Zaremba	0.38 1286	0.25 912	0.62 1204			0.111 2009	1.784 1321
Natasha Yajadda	0.19 1603		0.19 1757	0.06 1523	0.88 140	0.354 813	2.028 860
Kate Stanton	1.00 614		1.00 859			0.381 746	2.054 808
Caroline Marotta		0.11 1333	0.11 1879	0.11 1290		0.000 3037	1.674 1549
Sydney Patten		0.06 1501	0.06 1949	0.62 617	0.31 533	0.191 1422	1.865 1181
Maggie Bankowski				5.56 46		0.425 652	2.099 727
Olivia Comerford				0.06 1523	0.31 533	0.150 1676	1.824 1262
Lellie King				0.12 1208	0.75 180	0.224 1268	1.897 1106
Grace Matter					2.00 10	0.554 452	2.227 506
Peyton Phillips					0.33 493	0.092 2183	1.766 1361
Clare Ruff					0.50 305	0.173 1527	1.847 1218
Orly Sedransk						0.000 3036	1.674 1548

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Catherine Berkery

2.94 41

0.75 327

3.69 84

0.06 1523

0.824 178

2.498 245

Patricia Columbia-Walsh

1.62 294

1.50 89

3.12 154

0.612 397

2.285 420

Regan O'Brien

1.56 324

0.56 464

2.12 389

0.12 1208

0.467 582

2.140 647

Lela Greene

1.19 511

0.12 1261

1.31 713

0.280 1050

1.954 996

Eden Welch

0.93 695

0.33 733

1.27 735

1.20 386

0.335 864

2.009 892

Emma Hrzich

0.31 1395

0.62 418

0.94 945

0.097 2118

1.771 1350

Mary Sack

0.50 1086

0.25 912

0.75 1078

0.81 526

0.260 1132

1.934 1032

Avery Le

0.38 1286

0.06 1501

0.44 1439

0.25 940

0.193 1412

1.867 1170

Olivia Nicoll

0.56 1045

0.22 997

0.78 1066

0.213 1322

1.887 1126

Millie Bartlett

0.31 1395

0.06 1501

0.38 1503

3.00 142

0.287 1019

1.961 979

Quinny Handley

0.21 1551

0.14 1217

0.36 1526

0.090 2218

1.763 1366

Mae Zaremba

0.38 1286

0.25 912

0.62 1204

0.111 2009

1.784 1321

Natasha Yajadda

0.19 1603

0.19 1757

0.06 1523

0.88 140

0.354 813

2.028 860

Kate Stanton

1.00 614

1.00 859

0.381 746

2.054 808

Caroline Marotta

0.11 1333

0.11 1879

0.11 1290

0.000 3037

1.674 1549

Sydney Patten

0.06 1501

0.06 1949

0.62 617

0.31 533

0.191 1422

1.865 1181

Maggie Bankowski

5.56 46

0.425 652

2.099 727

Olivia Comerford

0.06 1523

0.31 533

0.150 1676

1.824 1262

Lellie King

0.12 1208

0.75 180

0.224 1268

1.897 1106

Grace Matter

2.00 10

0.554 452

2.227 506

Peyton Phillips

0.33 493

0.092 2183

1.766 1361

Clare Ruff

0.50 305

0.173 1527

1.847 1218

Orly Sedransk

0.000 3036

1.674 1548