Hope | Lacrosse Stats & Analysis

Hope WLAX (10-7)

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

Program Trajectory

Not enough prior seasons to establish a baseline.

Recent NET by Season

2022 (DIII)

3.202 #52

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

Metric	Offense	Defense
Strength of Schedule	0.653 14
RPI	0.589 54
Adjusted Efficiency	1.879 46	-1.323 71
Net Efficiency	3.202 52
Avg. Possessions	56.4 21	48.2 147
Goals Per Possession	0.262 113	0.256 152
On-Goal Rate	73.4 202	77.9 205
Goals Per Game	14.8 50	12.3 148
Assist Rate	45.5 80	43.2 169
Free Pos. Success	37.9 183	39.8 109
Unforced TO Rate	18.1 96	20.3 145

Date	Opponent	Result	Record
2/23/2022	Siena Heights	W, 16 - 14	1-0
2/26/2022	Carroll (WI)	W, 21 - 6	2-0
3/2/2022	Aquinas	W, 17 - 11	3-0
3/5/2022	UChicago	L, 6 - 19	3-1
3/12/2022	Capital	L, 13 - 15	3-2
3/18/2022	Aurora	W, 14 - 8	4-2
3/22/2022	Southwestern (TX)	L, 9 - 11	4-3
3/25/2022	Dallas	W, 21 - 1	5-3
4/2/2022	Mount Union	L, 14 - 17	5-4
4/8/2022	St. Mary's (IN)	L, 23 - 24	5-5
4/13/2022	Trine	W, 14 - 12	6-5
4/16/2022	Alma	W, 21 - 11	7-5
4/19/2022	Albion	L, 6 - 16	7-6
4/23/2022	Calvin	W, 12 - 11	8-6
4/27/2022	Adrian	W, 18 - 7	9-6
4/30/2022	Kalamazoo	W, 17 - 11	10-6
5/4/2022	St. Mary's (IN)	L, 13 - 16	10-7

Player	Goals	Assists	Points	Draw Controls	Net Turnovers	LFN Rating	Adj. LFN Rating
Madison Micho	2.65 256	1.06 306	3.71 221	6.18 41		1.578 81	3.211 81
Ruthie Anderson	1.24 1027	0.47 941	1.71 1075			0.218 2015	1.851 1453
Mia Skibins	0.06 2624		0.06 2744	0.18 1776	0.59 205	0.244 1890	1.878 1408
Madison McCreery	1.82 609	1.35 164	3.18 368	0.18 1776		0.693 711	2.326 653
Delaney Kirinovic				0.24 1646		0.113 2649	1.746 1684
Sophie Ackerman	1.24 1027	1.53 114	2.76 519	0.65 1216		0.703 703	2.336 634
Tori Hoffman						0.029 3308	1.663 1875
Shannon Lampi					0.12 654	0.097 2773	1.730 1723
Johannah Cummings	0.31 2064	0.12 1963	0.44 2125	1.25 916		0.274 1753	1.907 1350
Payton Pilarski	0.19 2277		0.19 2417	0.31 1526	0.31 397	0.205 2068	1.839 1481
Elena Salazar	3.80 51	0.67 623	4.47 110	0.60 1256		1.143 248	2.777 225
Bella Lafranca	0.43 1888		0.43 2134	0.21 1683		0.108 2683	1.741 1691
Juli Kirkpatrick	1.43 875	1.07 294	2.50 618	0.43 1385		0.719 674	2.352 610
Kristen Szost	1.08 1146	0.46 986	1.54 1177	2.46 534		0.762 605	2.396 544
Molly Frederickson	2.17 419	0.42 1080	2.58 589	4.42 182		1.067 311	2.700 278

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Madison Micho

2.65 256

1.06 306

3.71 221

6.18 41

1.578 81

3.211 81

Ruthie Anderson

1.24 1027

0.47 941

1.71 1075

0.218 2015

1.851 1453

Mia Skibins

0.06 2624

0.06 2744

0.18 1776

0.59 205

0.244 1890

1.878 1408

Madison McCreery

1.82 609

1.35 164

3.18 368

0.18 1776

0.693 711

2.326 653

Delaney Kirinovic

0.24 1646

0.113 2649

1.746 1684

Sophie Ackerman

1.24 1027

1.53 114

2.76 519

0.65 1216

0.703 703

2.336 634

Tori Hoffman

0.029 3308

1.663 1875

Shannon Lampi

0.12 654

0.097 2773

1.730 1723

Johannah Cummings

0.31 2064

0.12 1963

0.44 2125

1.25 916

0.274 1753

1.907 1350

Payton Pilarski

0.19 2277

0.19 2417

0.31 1526

0.31 397

0.205 2068

1.839 1481

Elena Salazar

3.80 51

0.67 623

4.47 110

0.60 1256

1.143 248

2.777 225

Bella Lafranca

0.43 1888

0.43 2134

0.21 1683

0.108 2683

1.741 1691

Juli Kirkpatrick

1.43 875

1.07 294

2.50 618

0.43 1385

0.719 674

2.352 610

Kristen Szost

1.08 1146

0.46 986

1.54 1177

2.46 534

0.762 605

2.396 544

Molly Frederickson

2.17 419

0.42 1080

2.58 589

4.42 182

1.067 311

2.700 278