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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 (#83 of 133) declined by 9.2% from 3yr weighted baseline (#76). Moved 7 spots.

Recent NET by Season

2023 (DI)

-1.193 #81

2024 (DI)

-1.287 #84

2025 (DI)

-0.381 #66

2026 (DI)

-0.932 #83

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	0.402 46	1.334 108
Net Efficiency	-0.932 83
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 11	10.4 127

Metric

Offense

Defense

Strength of Schedule

0.565 36

RPI

0.504 67

Adjusted Efficiency

0.402 46

1.334 108

Net Efficiency

-0.932 83

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 11

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 20	1.31 374		1.241 34	2.532 220
Ella Bishara	2.60 66	0.53 483	3.13 150	0.07 1457		0.821 181	2.112 701
Gracie DeSimone	1.33 433	0.40 645	1.73 522	3.33 117		0.719 265	2.010 891
Sarah Marcovici	0.73 847	1.00 211	1.73 522	0.07 1457		0.284 1038	1.575 1796
Katie Walsh	1.33 433	0.33 733	1.67 546			0.400 709	1.691 1515
Caroline Panzirer	3.50 15	2.50 21	6.00 4			1.541 13	2.832 88
Lucy Lederman	0.73 847		0.73 1102	0.47 736		0.250 1174	1.541 1888
Olivia McDonald	0.60 978	0.13 1242	0.73 1102	0.73 557	0.20 685	0.389 731	1.680 1534
Chase Dunn	0.62 967		0.62 1214			0.092 2205	1.383 2269
Grace DelNegro	0.20 1564	0.33 733	0.53 1292	0.47 736		0.180 1491	1.471 2066
Charley Drouin	0.50 1086	0.33 733	0.83 1018	0.17 1098		0.192 1417	1.483 2041
Abby Iacovelli	0.17 1630	0.17 1144	0.33 1539	0.17 1098		0.079 2309	1.370 2296
Sally Reed		0.14 1217	0.14 1822	0.14 1157		0.040 2688	1.331 2356
Isabel Alini				0.50 694	0.50 305	0.208 1344	1.499 1994
Reese Alofs					0.29 570	0.092 2176	1.383 2268
Josie Cavallo				7.13 28		0.515 499	1.806 1291
Meg Cole				0.17 1098	0.33 484	0.129 1869	1.420 2195
Sophie Granse				0.07 1457	0.80 159	0.302 962	1.593 1754
Meghan Holland				0.08 1406	0.46 369	0.148 1692	1.439 2151
Corinne Jaggard				0.11 1290	0.33 493	0.112 2002	1.403 2226
Lauren Kirk				0.08 1390		0.022 2858	1.313 2378
Alex Larrabee				0.33 824	0.17 769	0.105 2059	1.396 2238
Olivia Norchi				0.83 512	0.17 774	0.130 1862	1.421 2192
Conley Smolokoff					0.17 774	0.062 2460	1.353 2318

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Aubrey McMahon

3.46 17

1.38 118

4.85 20

1.31 374

1.241 34

2.532 220

Ella Bishara

2.60 66

0.53 483

3.13 150

0.07 1457

0.821 181

2.112 701

Gracie DeSimone

1.33 433

0.40 645

1.73 522

3.33 117

0.719 265

2.010 891

Sarah Marcovici

0.73 847

1.00 211

1.73 522

0.07 1457

0.284 1038

1.575 1796

Katie Walsh

1.33 433

0.33 733

1.67 546

0.400 709

1.691 1515

Caroline Panzirer

3.50 15

2.50 21

6.00 4

1.541 13

2.832 88

Lucy Lederman

0.73 847

0.73 1102

0.47 736

0.250 1174

1.541 1888

Olivia McDonald

0.60 978

0.13 1242

0.73 1102

0.73 557

0.20 685

0.389 731

1.680 1534

Chase Dunn

0.62 967

0.62 1214

0.092 2205

1.383 2269

Grace DelNegro

0.20 1564

0.33 733

0.53 1292

0.47 736

0.180 1491

1.471 2066

Charley Drouin

0.50 1086

0.33 733

0.83 1018

0.17 1098

0.192 1417

1.483 2041

Abby Iacovelli

0.17 1630

0.17 1144

0.33 1539

0.17 1098

0.079 2309

1.370 2296

Sally Reed

0.14 1217

0.14 1822

0.14 1157

0.040 2688

1.331 2356

Isabel Alini

0.50 694

0.50 305

0.208 1344

1.499 1994

Reese Alofs

0.29 570

0.092 2176

1.383 2268

Josie Cavallo

7.13 28

0.515 499

1.806 1291

Meg Cole

0.17 1098

0.33 484

0.129 1869

1.420 2195

Sophie Granse

0.07 1457

0.80 159

0.302 962

1.593 1754

Meghan Holland

0.08 1406

0.46 369

0.148 1692

1.439 2151

Corinne Jaggard

0.11 1290

0.33 493

0.112 2002

1.403 2226

Lauren Kirk

0.08 1390

0.022 2858

1.313 2378

Alex Larrabee

0.33 824

0.17 769

0.105 2059

1.396 2238

Olivia Norchi

0.83 512

0.17 774

0.130 1862

1.421 2192

Conley Smolokoff

0.17 774

0.062 2460

1.353 2318