Swarthmore | Lacrosse Stats & Analysis

Swarthmore WLAX (10-6)

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Division: III
Conference: Centennial

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

Program Trajectory

STEADY

2023 rank (#93 of 280) improved by 13.1% from 1yr weighted baseline (#107). Moved 14 spots.

Recent NET by Season

2022 (DIII)

1.202 #107

2023 (DIII)

1.656 #93

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

Metric	Offense	Defense
Strength of Schedule	0.532 103
RPI	0.565 77
Adjusted Efficiency	0.156 133	-1.500 60
Net Efficiency	1.656 93
Avg. Possessions	42.6 196	35.4 25
Goals Per Possession	0.271 99	0.249 121
On-Goal Rate	66.9 271	77.3 187
Goals Per Game	11.6 153	8.8 43
Assist Rate	40.5 140	42.6 154
Free Pos. Success	39.1 185	42.2 128
Unforced TO Rate	16.1 64	25.3 46

Date	Opponent	Result	Record
2/18/2023	Eastern	W, 15 - 1	1-0
2/25/2023	Widener	W, 8 - 6	2-0
3/1/2023	Immaculata	W, 19 - 3	3-0
3/7/2023	Bridgewater St.	W, 13 - 3	4-0
3/8/2023	Wittenberg	W, 14 - 1	5-0
3/18/2023	Albright	W, 14 - 9	6-0
3/25/2023	Gettysburg	L, 4 - 15	6-1
3/29/2023	Neumann	W, 16 - 8	7-1
4/1/2023	Franklin & Marshall	L, 5 - 18	7-2
4/5/2023	Ursinus	L, 12 - 15	7-3
4/8/2023	Dickinson	W, 12 - 11	8-3
4/15/2023	McDaniel	W, 18 - 9	9-3
4/19/2023	Muhlenberg	L, 5 - 14	9-4
4/22/2023	Bryn Mawr	W, 13 - 5	10-4
4/26/2023	Washington Col.	L, 6 - 7	10-5
4/29/2023	Haverford	L, 11 - 16	10-6

Player	Goals	Assists	Points	Draw Controls	Net Turnovers	LFN Rating	Adj. LFN Rating
Annabel Stifler	0.38 1987	0.06 2328	0.44 2129	0.94 1018		0.182 2296	1.667 2085
Sofia Pelayo					0.44 300	0.241 2015	1.726 1923
Mia Holland		0.12 1989	0.12 2532	0.06 2392	0.50 251	0.219 2104	1.704 1976
Sophie Finkelstein	2.06 474	0.31 1347	2.38 698	0.06 2392		0.651 892	2.135 1054
Elizabeth Zack	1.88 562	0.62 723	2.50 640	4.25 188		1.112 335	2.597 424
Isabela Bloomquist	3.06 144	0.19 1712	3.25 367	0.06 2392		0.877 533	2.362 682
Lillian Lewis	0.31 2078	0.12 1989	0.44 2129	0.62 1230		0.038 3396	1.523 2403
Andie Kapiloff	0.25 2169	0.50 913	0.75 1807			0.186 2266	1.671 2072
Sadie Smart					0.06 812	0.076 3089	1.561 2330
Cassidy Marquis	0.50 1789		0.50 2059			0.086 2997	1.571 2312
Emma Holub	1.94 532	1.50 135	3.44 315			0.813 614	2.298 775
Francesca Richardson	0.88 1374	1.00 341	1.88 963	2.31 559		0.741 723	2.225 883
Izabella Lopez-Kalapir				0.13 1946		0.043 3362	1.528 2397
Aubree Daugherty		0.13 1956	0.13 2513	0.33 1451		0.038 3397	1.523 2404
Erin Kelly					0.08 774	0.022 3493	1.506 2436
Amanda Morris						0.016 3524	1.501 2444
Anna Stancofski				2.08 620		0.194 2220	1.679 2052
Kela Watts	0.09 2468	0.18 1750	0.27 2310	0.55 1277		0.125 2705	1.610 2234

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Annabel Stifler

0.38 1987

0.06 2328

0.44 2129

0.94 1018

0.182 2296

1.667 2085

Sofia Pelayo

0.44 300

0.241 2015

1.726 1923

Mia Holland

0.12 1989

0.12 2532

0.06 2392

0.50 251

0.219 2104

1.704 1976

Sophie Finkelstein

2.06 474

0.31 1347

2.38 698

0.06 2392

0.651 892

2.135 1054

Elizabeth Zack

1.88 562

0.62 723

2.50 640

4.25 188

1.112 335

2.597 424

Isabela Bloomquist

3.06 144

0.19 1712

3.25 367

0.06 2392

0.877 533

2.362 682

Lillian Lewis

0.31 2078

0.12 1989

0.44 2129

0.62 1230

0.038 3396

1.523 2403

Andie Kapiloff

0.25 2169

0.50 913

0.75 1807

0.186 2266

1.671 2072

Sadie Smart

0.06 812

0.076 3089

1.561 2330

Cassidy Marquis

0.50 1789

0.50 2059

0.086 2997

1.571 2312

Emma Holub

1.94 532

1.50 135

3.44 315

0.813 614

2.298 775

Francesca Richardson

0.88 1374

1.00 341

1.88 963

2.31 559

0.741 723

2.225 883

Izabella Lopez-Kalapir

0.13 1946

0.043 3362

1.528 2397

Aubree Daugherty

0.13 1956

0.13 2513

0.33 1451

0.038 3397

1.523 2404

Erin Kelly

0.08 774

0.022 3493

1.506 2436

Amanda Morris

0.016 3524

1.501 2444

Anna Stancofski

2.08 620

0.194 2220

1.679 2052

Kela Watts

0.09 2468

0.18 1750

0.27 2310

0.55 1277

0.125 2705

1.610 2234