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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)

-1.105 #84

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

Metric	Offense	Defense
Strength of Schedule	0.562 37
RPI	0.503 68
Adjusted Efficiency	0.339 45	1.443 108
Net Efficiency	-1.105 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

0.562 37

RPI

0.503 68

Adjusted Efficiency

0.339 45

1.443 108

Net Efficiency

-1.105 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 20	1.31 374		1.317 32	2.621 188
Ella Bishara	2.60 66	0.53 484	3.13 151	0.07 1459		0.870 174	2.173 638
Gracie DeSimone	1.33 431	0.40 644	1.73 523	3.33 117		0.746 271	2.049 874
Sarah Marcovici	0.73 847	1.00 210	1.73 523	0.07 1459		0.311 970	1.615 1764
Katie Walsh	1.33 431	0.33 734	1.67 545			0.426 682	1.729 1482
Caroline Panzirer	3.50 15	2.50 21	6.00 4			1.639 12	2.942 76
Lucy Lederman	0.73 847		0.73 1103	0.47 734		0.261 1159	1.564 1884
Olivia McDonald	0.60 980	0.13 1245	0.73 1103	0.73 557	0.20 684	0.397 739	1.701 1552
Chase Dunn	0.62 969		0.62 1215			0.102 2106	1.405 2270
Grace DelNegro	0.20 1567	0.33 734	0.53 1291	0.47 734		0.188 1473	1.491 2083
Charley Drouin	0.50 1086	0.33 734	0.83 1019	0.17 1101		0.206 1376	1.509 2033
Abby Iacovelli	0.17 1634	0.17 1146	0.33 1542	0.17 1101		0.084 2283	1.388 2300
Sally Reed		0.14 1216	0.14 1826	0.14 1156		0.042 2686	1.345 2363
Isabel Alini				0.50 692	0.50 306	0.204 1383	1.508 2036
Reese Alofs					0.29 567	0.091 2223	1.394 2292
Josie Cavallo				7.13 27		0.515 543	1.819 1316
Meg Cole				0.17 1101	0.33 484	0.127 1916	1.430 2209
Sophie Granse				0.07 1459	0.80 159	0.295 1029	1.598 1799
Meghan Holland				0.08 1408	0.46 370	0.146 1750	1.449 2167
Corinne Jaggard				0.11 1294	0.33 495	0.110 2043	1.413 2246
Lauren Kirk				0.08 1391		0.022 2890	1.325 2393
Alex Larrabee				0.33 824	0.17 767	0.103 2100	1.406 2269
Olivia Norchi				0.83 512	0.17 773	0.129 1898	1.432 2202
Conley Smolokoff					0.17 773	0.060 2489	1.364 2333

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

1.317 32

2.621 188

Ella Bishara

2.60 66

0.53 484

3.13 151

0.07 1459

0.870 174

2.173 638

Gracie DeSimone

1.33 431

0.40 644

1.73 523

3.33 117

0.746 271

2.049 874

Sarah Marcovici

0.73 847

1.00 210

1.73 523

0.07 1459

0.311 970

1.615 1764

Katie Walsh

1.33 431

0.33 734

1.67 545

0.426 682

1.729 1482

Caroline Panzirer

3.50 15

2.50 21

6.00 4

1.639 12

2.942 76

Lucy Lederman

0.73 847

0.73 1103

0.47 734

0.261 1159

1.564 1884

Olivia McDonald

0.60 980

0.13 1245

0.73 1103

0.73 557

0.20 684

0.397 739

1.701 1552

Chase Dunn

0.62 969

0.62 1215

0.102 2106

1.405 2270

Grace DelNegro

0.20 1567

0.33 734

0.53 1291

0.47 734

0.188 1473

1.491 2083

Charley Drouin

0.50 1086

0.33 734

0.83 1019

0.17 1101

0.206 1376

1.509 2033

Abby Iacovelli

0.17 1634

0.17 1146

0.33 1542

0.17 1101

0.084 2283

1.388 2300

Sally Reed

0.14 1216

0.14 1826

0.14 1156

0.042 2686

1.345 2363

Isabel Alini

0.50 692

0.50 306

0.204 1383

1.508 2036

Reese Alofs

0.29 567

0.091 2223

1.394 2292

Josie Cavallo

7.13 27

0.515 543

1.819 1316

Meg Cole

0.17 1101

0.33 484

0.127 1916

1.430 2209

Sophie Granse

0.07 1459

0.80 159

0.295 1029

1.598 1799

Meghan Holland

0.08 1408

0.46 370

0.146 1750

1.449 2167

Corinne Jaggard

0.11 1294

0.33 495

0.110 2043

1.413 2246

Lauren Kirk

0.08 1391

0.022 2890

1.325 2393

Alex Larrabee

0.33 824

0.17 767

0.103 2100

1.406 2269

Olivia Norchi

0.83 512

0.17 773

0.129 1898

1.432 2202

Conley Smolokoff

0.17 773

0.060 2489

1.364 2333