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Colgate WLAX (5-10)

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Division: I
Conference: Patriot

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

Program Trajectory

STEADY

2026 rank (#84 of 133) declined by 10.5% from 3yr weighted baseline (#76). Moved 8 spots.

Recent NET by Season

2023 (DI)

-1.193 #81

2024 (DI)

-1.287 #84

2025 (DI)

-0.381 #66

2026 (DI)

-0.995 #84

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

Metric	Offense	Defense
Strength of Schedule	0.565 36
RPI	0.504 67
Adjusted Efficiency	0.377 46	1.372 108
Net Efficiency	-0.995 84
Avg. Possessions	40.9 77	44.9 96
Goals Per Possession	0.292 35	0.359 132
On-Goal Rate	71.9 44	78.4 133
Goals Per Game	11.9 51	16.1 129
Assist Rate	39.1 114	41.7 31
Free Pos. Success	43.7 75	59.2 133
Unforced TO Rate	9.8 10	10.4 127

Metric

Offense

Defense

Strength of Schedule

0.565 36

RPI

0.504 67

Adjusted Efficiency

0.377 46

1.372 108

Net Efficiency

-0.995 84

Avg. Possessions

40.9 77

44.9 96

Goals Per Possession

0.292 35

0.359 132

On-Goal Rate

71.9 44

78.4 133

Goals Per Game

11.9 51

16.1 129

Assist Rate

39.1 114

41.7 31

Free Pos. Success

43.7 75

59.2 133

Unforced TO Rate

9.8 10

10.4 127

Date	Opponent	Result	Record
2026-02-06	St. Bonaventure	W, 14 - 12	1-0
2026-02-14	Niagara	W, 16 - 10	2-0
2026-02-21	Binghamton	L, 13 - 16	2-1
2026-02-28	Johns Hopkins	L, 7 - 23	2-2
2026-03-04	Penn St.	L, 8 - 20	2-3
2026-03-07	UAlbany	L, 13 - 16	2-4
2026-03-14	American	W, 11 - 10	3-4
2026-03-21	Lafayette	W, 20 - 13	4-4
2026-03-25	Bucknell	L, 10 - 12	4-5
2026-03-28	Holy Cross	L, 13 - 17	4-6
2026-04-04	Lehigh	W, 20 - 16	5-6
2026-04-11	Loyola Maryland	L, 11 - 18	5-7
2026-04-15	Boston U.	L, 10 - 15	5-8
2026-04-18	Navy	L, 7 - 23	5-9
2026-04-22	Army West Point	L, 6 - 21	5-10

Date

Opponent

Result

Record

2026-02-06

St. Bonaventure

W, 14 - 12

1-0

2026-02-14

Niagara

W, 16 - 10

2-0

2026-02-21

Binghamton

L, 13 - 16

2-1

2026-02-28

Johns Hopkins

L, 7 - 23

2-2

2026-03-04

Penn St.

L, 8 - 20

2-3

2026-03-07

UAlbany

L, 13 - 16

2-4

2026-03-14

American

W, 11 - 10

3-4

2026-03-21

Lafayette

W, 20 - 13

4-4

2026-03-25

Bucknell

L, 10 - 12

4-5

2026-03-28

Holy Cross

L, 13 - 17

4-6

2026-04-04

Lehigh

W, 20 - 16

5-6

2026-04-11

Loyola Maryland

L, 11 - 18

5-7

2026-04-15

Boston U.

L, 10 - 15

5-8

2026-04-18

Navy

L, 7 - 23

5-9

2026-04-22

Army West Point

L, 6 - 21

5-10

Player	Goals	Assists	Points	Draw Controls	Net Turnovers	LFN Rating	Adj. LFN Rating
Aubrey McMahon	3.46 17	1.38 118	4.85 21	1.31 373		1.277 33	2.577 202
Ella Bishara	2.60 66	0.53 483	3.13 150	0.07 1457		0.845 179	2.144 671
Gracie DeSimone	1.33 431	0.40 644	1.73 522	3.33 117		0.732 270	2.031 877
Sarah Marcovici	0.73 847	1.00 210	1.73 522	0.07 1457		0.297 996	1.597 1767
Katie Walsh	1.33 431	0.33 735	1.67 545			0.412 693	1.712 1495
Caroline Panzirer	3.50 15	2.50 21	6.00 4			1.588 13	2.888 85
Lucy Lederman	0.73 847		0.73 1102	0.47 735		0.255 1163	1.555 1879
Olivia McDonald	0.60 978	0.13 1244	0.73 1102	0.73 557	0.20 685	0.393 733	1.693 1534
Chase Dunn	0.62 967		0.62 1213			0.097 2148	1.397 2261
Grace DelNegro	0.20 1566	0.33 735	0.53 1291	0.47 735		0.183 1485	1.483 2062
Charley Drouin	0.50 1084	0.33 735	0.83 1019	0.17 1099		0.199 1395	1.498 2033
Abby Iacovelli	0.17 1632	0.17 1145	0.33 1541	0.17 1099		0.081 2295	1.381 2287
Sally Reed		0.14 1217	0.14 1824	0.14 1156		0.041 2683	1.341 2352
Isabel Alini				0.50 693	0.50 306	0.206 1357	1.506 2006
Reese Alofs					0.29 569	0.091 2208	1.391 2274
Josie Cavallo				7.13 28		0.515 516	1.815 1300
Meg Cole				0.17 1099	0.33 484	0.128 1890	1.428 2192
Sophie Granse				0.07 1457	0.80 158	0.298 992	1.598 1764
Meghan Holland				0.08 1406	0.46 370	0.147 1730	1.447 2151
Corinne Jaggard				0.11 1292	0.33 493	0.111 2024	1.411 2231
Lauren Kirk				0.08 1390		0.022 2876	1.322 2378
Alex Larrabee				0.33 824	0.17 768	0.104 2077	1.403 2243
Olivia Norchi				0.83 513	0.17 773	0.130 1877	1.430 2190
Conley Smolokoff					0.17 773	0.061 2473	1.361 2323

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Aubrey McMahon

3.46 17

1.38 118

4.85 21

1.31 373

1.277 33

2.577 202

Ella Bishara

2.60 66

0.53 483

3.13 150

0.07 1457

0.845 179

2.144 671

Gracie DeSimone

1.33 431

0.40 644

1.73 522

3.33 117

0.732 270

2.031 877

Sarah Marcovici

0.73 847

1.00 210

1.73 522

0.07 1457

0.297 996

1.597 1767

Katie Walsh

1.33 431

0.33 735

1.67 545

0.412 693

1.712 1495

Caroline Panzirer

3.50 15

2.50 21

6.00 4

1.588 13

2.888 85

Lucy Lederman

0.73 847

0.73 1102

0.47 735

0.255 1163

1.555 1879

Olivia McDonald

0.60 978

0.13 1244

0.73 1102

0.73 557

0.20 685

0.393 733

1.693 1534

Chase Dunn

0.62 967

0.62 1213

0.097 2148

1.397 2261

Grace DelNegro

0.20 1566

0.33 735

0.53 1291

0.47 735

0.183 1485

1.483 2062

Charley Drouin

0.50 1084

0.33 735

0.83 1019

0.17 1099

0.199 1395

1.498 2033

Abby Iacovelli

0.17 1632

0.17 1145

0.33 1541

0.17 1099

0.081 2295

1.381 2287

Sally Reed

0.14 1217

0.14 1824

0.14 1156

0.041 2683

1.341 2352

Isabel Alini

0.50 693

0.50 306

0.206 1357

1.506 2006

Reese Alofs

0.29 569

0.091 2208

1.391 2274

Josie Cavallo

7.13 28

0.515 516

1.815 1300

Meg Cole

0.17 1099

0.33 484

0.128 1890

1.428 2192

Sophie Granse

0.07 1457

0.80 158

0.298 992

1.598 1764

Meghan Holland

0.08 1406

0.46 370

0.147 1730

1.447 2151

Corinne Jaggard

0.11 1292

0.33 493

0.111 2024

1.411 2231

Lauren Kirk

0.08 1390

0.022 2876

1.322 2378

Alex Larrabee

0.33 824

0.17 768

0.104 2077

1.403 2243

Olivia Norchi

0.83 513

0.17 773

0.130 1877

1.430 2190

Conley Smolokoff

0.17 773

0.061 2473

1.361 2323