Middlebury | Lacrosse Stats & Analysis

🏆 Middlebury WLAX (21-1) 🏆

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Division: III
Conference: NESCAC

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

Program Trajectory

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2025 rank (#2 of 282) places them in the top 10% of DIII.

Recent NET by Season

2022 (DIII)

9.420 #1

2023 (DIII)

9.127 #1

2024 (DIII)

9.382 #1

2025 (DIII)

8.834 #2

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

Metric	Offense	Defense
Strength of Schedule	0.703 9
RPI	0.760 1
Adjusted Efficiency	4.515 2	-4.320 1
Net Efficiency	8.834 2
Avg. Possessions	48.6 102	32.2 8
Goals Per Possession	0.318 18	0.206 25
On-Goal Rate	77.6 68	73.4 87
Goals Per Game	15.5 28	6.6 6
Assist Rate	42.4 156	34.2 15
Free Pos. Success	53.3 24	50.6 233
Unforced TO Rate	11.8 13	20.9 107

Date	Opponent	Result	Record
3/1/2025	Amherst	W, 15 - 6	1-0
3/4/2025	Babson	W, 17 - 6	2-0
3/8/2025	Bowdoin	W, 16 - 3	3-0
3/11/2025	Rensselaer	W, 17 - 5	4-0
3/15/2025	Bates	W, 18 - 1	5-0
3/17/2025	Gettysburg	W, 15 - 6	6-0
3/19/2025	TCNJ	W, 18 - 7	7-0
3/22/2025	Connecticut Col.	W, 12 - 3	8-0
3/29/2025	Wesleyan (CT)	W, 10 - 9	9-0
3/30/2025	Hamilton	W, 12 - 7	10-0
4/5/2025	Colby	W, 12 - 11	11-0
4/9/2025	St. Lawrence	W, 18 - 2	12-0
4/12/2025	Tufts	W, 16 - 15	13-0
4/19/2025	Trinity (CT)	W, 19 - 10	14-0
4/23/2025	Williams	W, 14 - 4	15-0
4/26/2025	Williams	W, 16 - 2	16-0
5/3/2025	Wesleyan (CT)	L, 10 - 13	16-1
5/11/2025	Ithaca	W, 20 - 5	17-1
5/17/2025	UChicago	W, 23 - 6	18-1
5/18/2025	York (PA)	W, 19 - 4	19-1
5/23/2025	Colby	W, 13 - 12	20-1
5/25/2025	Tufts	W, 10 - 9	21-1

Player	Goals	Assists	Points	Draw Controls	Net Turnovers	LFN Rating	Adj. LFN Rating
Grace Mumford				0.41 1388	0.59 266	0.189 2055	2.602 252
Anna Spehr	0.82 1413	0.55 896	1.36 1330			0.226 1835	2.640 229
Kelcey Dion	1.32 945	0.36 1244	1.68 1106	0.05 2678		0.250 1709	2.664 209
Kylie Wilson	0.14 2395		0.14 2532	0.32 1473	1.32 48	0.380 1178	2.794 123
Hayley Hamilton				0.64 1203	0.14 763	0.145 2339	2.559 284
Caroline Adams	2.18 428	0.86 509	3.05 448	5.82 60		0.847 352	3.261 16
Hope Shue	3.91 34	1.50 176	5.41 37	3.27 329		1.506 28	3.920 3
Maggie Coughlin	1.95 520	1.64 147	3.59 285	0.09 2112		0.781 422	3.194 21
Skylar Lach	1.86 579	0.45 1052	2.32 722			0.415 1084	2.828 108
Macy Sweeny				0.05 2678	0.32 494	0.097 2725	2.511 327
Madison Paylor				0.09 2112	0.55 298	0.166 2201	2.580 271
Caroline Messer	0.14 2395	0.09 2146	0.23 2389	0.23 1649	0.36 452	0.222 1859	2.635 233
Lucy Bishop				3.65 261		0.188 2061	2.602 253
Maddie Ackerman	0.26 2185		0.26 2342			0.089 2808	2.503 333
Sophia Lee	0.58 1721	0.05 2458	0.63 1933	0.05 2588		0.109 2629	2.523 316
Kate Motley	0.78 1456		0.78 1788	0.17 1782		0.216 1905	2.630 235
Kendall Coyne					0.12 810	0.043 3245	2.456 383
Lauren Giuriceo					0.06 932	0.015 3517	2.428 417
Emma McCann				0.43 1360	0.14 757	0.066 3012	2.479 361
Burdine Atherton	0.29 2119	0.36 1254	0.64 1917			0.080 2881	2.494 346
Mackenzie Smith				0.54 1268		0.007 3571	2.421 429
Maeve Lee	0.62 1663	0.08 2202	0.69 1862	0.08 2182		0.140 2371	2.554 291
Jamee Numan	0.77 1461	0.62 794	1.38 1311			0.273 1585	2.686 185
Maddie Ocampo	0.36 2005	0.09 2146	0.45 2125	0.09 2112		0.096 2731	2.510 328
Britt Nawrocki	0.55 1752	0.18 1781	0.73 1829			0.080 2886	2.493 347

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Grace Mumford

0.41 1388

0.59 266

0.189 2055

2.602 252

Anna Spehr

0.82 1413

0.55 896

1.36 1330

0.226 1835

2.640 229

Kelcey Dion

1.32 945

0.36 1244

1.68 1106

0.05 2678

0.250 1709

2.664 209

Kylie Wilson

0.14 2395

0.14 2532

0.32 1473

1.32 48

0.380 1178

2.794 123

Hayley Hamilton

0.64 1203

0.14 763

0.145 2339

2.559 284

Caroline Adams

2.18 428

0.86 509

3.05 448

5.82 60

0.847 352

3.261 16

Hope Shue

3.91 34

1.50 176

5.41 37

3.27 329

1.506 28

3.920 3

Maggie Coughlin

1.95 520

1.64 147

3.59 285

0.09 2112

0.781 422

3.194 21

Skylar Lach

1.86 579

0.45 1052

2.32 722

0.415 1084

2.828 108

Macy Sweeny

0.05 2678

0.32 494

0.097 2725

2.511 327

Madison Paylor

0.09 2112

0.55 298

0.166 2201

2.580 271

Caroline Messer

0.14 2395

0.09 2146

0.23 2389

0.23 1649

0.36 452

0.222 1859

2.635 233

Lucy Bishop

3.65 261

0.188 2061

2.602 253

Maddie Ackerman

0.26 2185

0.26 2342

0.089 2808

2.503 333

Sophia Lee

0.58 1721

0.05 2458

0.63 1933

0.05 2588

0.109 2629

2.523 316

Kate Motley

0.78 1456

0.78 1788

0.17 1782

0.216 1905

2.630 235

Kendall Coyne

0.12 810

0.043 3245

2.456 383

Lauren Giuriceo

0.06 932

0.015 3517

2.428 417

Emma McCann

0.43 1360

0.14 757

0.066 3012

2.479 361

Burdine Atherton

0.29 2119

0.36 1254

0.64 1917

0.080 2881

2.494 346

Mackenzie Smith

0.54 1268

0.007 3571

2.421 429

Maeve Lee

0.62 1663

0.08 2202

0.69 1862

0.08 2182

0.140 2371

2.554 291

Jamee Numan

0.77 1461

0.62 794

1.38 1311

0.273 1585

2.686 185

Maddie Ocampo

0.36 2005

0.09 2146

0.45 2125

0.09 2112

0.096 2731

2.510 328

Britt Nawrocki

0.55 1752

0.18 1781

0.73 1829

0.080 2886

2.493 347