Bates | Lacrosse Stats & Analysis

Bates WLAX (5-10)

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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

STEADY

2023 rank (#107 of 280) improved by 19.5% from 1yr weighted baseline (#133). Moved 26 spots.

Recent NET by Season

2022 (DIII)

0.528 #133

2023 (DIII)

1.148 #107

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

Metric	Offense	Defense
Strength of Schedule	0.632 26
RPI	0.548 90
Adjusted Efficiency	0.324 125	-0.823 91
Net Efficiency	1.148 107
Avg. Possessions	39.5 229	48.2 156
Goals Per Possession	0.221 194	0.262 156
On-Goal Rate	72.9 213	72.7 48
Goals Per Game	8.7 217	12.6 156
Assist Rate	29.5 243	42.9 158
Free Pos. Success	37.8 197	48.7 214
Unforced TO Rate	19.7 136	17.9 203

Date	Opponent	Result	Record
2/21/2023	Fort Lewis	W, 11 - 6	1-0
2/23/2023	Colorado Col.	L, 10 - 14	1-1
3/4/2023	Wesleyan (CT)	L, 3 - 15	1-2
3/8/2023	Worcester St.	W, 16 - 8	2-2
3/11/2023	Trinity (CT)	L, 2 - 12	2-3
3/13/2023	St. Joseph's (ME)	W, 15 - 9	3-3
3/15/2023	Plymouth St.	W, 14 - 7	4-3
3/18/2023	Amherst	L, 8 - 12	4-4
3/25/2023	Middlebury	L, 2 - 13	4-5
4/1/2023	Williams	L, 9 - 13	4-6
4/5/2023	Bowdoin	L, 8 - 18	4-7
4/8/2023	Hamilton	W, 12 - 10	5-7
4/12/2023	Tufts	L, 6 - 16	5-8
4/15/2023	Connecticut Col.	L, 10 - 13	5-9
4/26/2023	Colby	L, 7 - 17	5-10

Player	Goals	Assists	Points	Draw Controls	Net Turnovers	LFN Rating	Adj. LFN Rating
Caroline Taggart	2.07 467	0.73 592	2.80 515	0.07 2318		0.643 906	2.059 1201
Olivia Hall					0.07 800	0.102 2873	1.518 2411
Maddy Roelofs	1.00 1210	0.40 1139	1.40 1253	1.13 945		0.370 1530	1.785 1794
Allison Greuel				0.07 2318		0.076 3088	1.492 2458
Emily Mueller					0.27 490	0.138 2598	1.554 2341
Caroline Keating	0.47 1847	0.13 1956	0.60 1963	3.13 363		0.551 1086	1.967 1382
Shelby Howard	0.86 1393	0.07 2245	0.93 1662	1.50 799		0.354 1582	1.769 1826
Madeleine Donovan	0.50 1789	0.07 2245	0.57 1988	0.29 1535		0.195 2219	1.611 2231
Hanna Matthews	1.00 1210	0.14 1904	1.14 1464			0.179 2314	1.595 2268
Julia Roelofs	0.15 2351	0.15 1870	0.31 2275	0.85 1070		0.198 2202	1.613 2222
Lauren Wong	0.77 1479	0.23 1581	1.00 1563	0.15 1868		0.268 1904	1.684 2034
Trish Balser	1.08 1153	0.31 1370	1.38 1262	0.92 1033		0.418 1398	1.834 1670
Clare McGeever	0.17 2318	0.08 2167	0.25 2340	0.33 1451	0.08 759	0.146 2542	1.562 2329
Sadie O'Neil	0.42 1927	0.08 2167	0.50 2059	1.58 787		0.216 2119	1.632 2176
Annie Lowenstein	0.64 1627	0.09 2127	0.73 1841			0.149 2522	1.565 2326

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Caroline Taggart

2.07 467

0.73 592

2.80 515

0.07 2318

0.643 906

2.059 1201

Olivia Hall

0.07 800

0.102 2873

1.518 2411

Maddy Roelofs

1.00 1210

0.40 1139

1.40 1253

1.13 945

0.370 1530

1.785 1794

Allison Greuel

0.07 2318

0.076 3088

1.492 2458

Emily Mueller

0.27 490

0.138 2598

1.554 2341

Caroline Keating

0.47 1847

0.13 1956

0.60 1963

3.13 363

0.551 1086

1.967 1382

Shelby Howard

0.86 1393

0.07 2245

0.93 1662

1.50 799

0.354 1582

1.769 1826

Madeleine Donovan

0.50 1789

0.07 2245

0.57 1988

0.29 1535

0.195 2219

1.611 2231

Hanna Matthews

1.00 1210

0.14 1904

1.14 1464

0.179 2314

1.595 2268

Julia Roelofs

0.15 2351

0.15 1870

0.31 2275

0.85 1070

0.198 2202

1.613 2222

Lauren Wong

0.77 1479

0.23 1581

1.00 1563

0.15 1868

0.268 1904

1.684 2034

Trish Balser

1.08 1153

0.31 1370

1.38 1262

0.92 1033

0.418 1398

1.834 1670

Clare McGeever

0.17 2318

0.08 2167

0.25 2340

0.33 1451

0.08 759

0.146 2542

1.562 2329

Sadie O'Neil

0.42 1927

0.08 2167

0.50 2059

1.58 787

0.216 2119

1.632 2176

Annie Lowenstein

0.64 1627

0.09 2127

0.73 1841

0.149 2522

1.565 2326