Bates | Lacrosse Stats & Analysis

Bates WLAX (7-9)

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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

2026 rank (#78 of 275) improved by 10.7% from 3yr weighted baseline (#87). Moved 9 spots.

Recent NET by Season

2023 (DIII)

1.148 #107

2024 (DIII)

1.248 #96

2025 (DIII)

2.728 #67

2026 (DIII)

2.333 #78

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

Metric	Offense	Defense
Strength of Schedule	0.655 20
RPI	0.598 52
Adjusted Efficiency	1.515 54	-0.818 97
Net Efficiency	2.333 78
Avg. Possessions	47.2 103	45.0 151
Goals Per Possession	0.242 144	0.253 154
On-Goal Rate	72.4 123	72.1 137
Goals Per Game	11.4 121	11.4 155
Assist Rate	51.9 82	53.8 227
Free Pos. Success	58.5 5	48.8 205
Unforced TO Rate	19.3 139	22.2 78

Date	Opponent	Result	Record
2026-02-18	Claremont-M-S	L, 15 - 19	0-1
2026-02-20	Redlands	W, 19 - 8	1-1
2026-02-28	Wesleyan (CT)	L, 5 - 15	1-2
2026-03-04	St. Joseph's (ME)	W, 20 - 3	2-2
2026-03-07	Trinity (CT)	L, 5 - 9	2-3
2026-03-14	Amherst	L, 4 - 12	2-4
2026-03-15	UMass Dartmouth	W, 20 - 7	3-4
2026-03-21	Middlebury	L, 8 - 11	3-5
2026-03-24	Plymouth St.	W, 18 - 6	4-5
2026-03-28	Williams	L, 6 - 12	4-6
2026-04-01	Bowdoin	W, 13 - 12	5-6
2026-04-04	Hamilton	W, 12 - 11	6-6
2026-04-08	Tufts	L, 8 - 16	6-7
2026-04-11	Connecticut Col.	W, 14 - 9	7-7
2026-04-15	Colby	L, 10 - 14	7-8
2026-04-25	Middlebury	L, 6 - 18	7-9

Player	Goals	Assists	Points	Draw Controls	Net Turnovers	LFN Rating	Adj. LFN Rating
Laci Raveis	2.00 422	1.19 309	3.19 345			0.764 627	2.495 739
Lauren Wong	1.88 522	0.75 637	2.62 566			0.720 702	2.450 808
Caroline Keating	1.88 522	0.62 817	2.50 611	4.00 151		0.888 461	2.619 516
Lucy Taylor	0.62 1696	1.62 145	2.23 772			0.389 1521	2.120 1641
Sarah Stavrovich	0.94 1292	0.25 1732	1.19 1469	0.06 2624		0.320 1796	2.051 1863
Grace Yonchak	0.81 1435	0.31 1518	1.12 1518	1.19 901		0.383 1548	2.114 1663
Grace Cassin	0.50 1889	0.50 987	1.00 1613	0.81 1106		0.342 1704	2.073 1794
Samantha Collins	0.75 1500	0.19 2005	0.94 1725	0.06 2624		0.202 2453	1.932 2290
Haley Wines	0.69 1596		0.69 2046	1.50 750		0.222 2315	1.953 2210
Emma Lavallee	0.58 1769	0.17 2079	0.75 1933			0.198 2483	1.929 2307
Frankie Franz	0.38 2214	0.38 1324	0.75 1933			0.148 2927	1.879 2491
Clare McGeever	0.19 2724	0.19 2005	0.38 2558	1.50 750	0.19 904	0.409 1443	2.140 1579
Zoe Schaedle	0.14 2855	0.14 2202	0.29 2737			0.066 3895	1.796 2762
Lucy Winthrop	0.40 2132	0.20 1922	0.60 2165	0.60 1282		0.201 2456	1.932 2291
Megan McPoland	0.33 2300		0.33 2618	0.33 1547		0.030 4395	1.760 2883
Annie Smith	0.40 2132		0.40 2507			0.037 4293	1.768 2849
Peyton Burg	0.25 2508		0.25 2789			0.009 4702	1.739 2946
Amanda Edge	0.07 3137		0.07 3291	0.20 1839	0.07 1201	0.089 3592	1.819 2684
Brooke Rosenberg	0.25 2508		0.25 2789			0.038 4284	1.769 2845
Aisling Boyd		0.17 2079	0.17 2998			0.071 3818	1.802 2746
Elsa Pueschel		0.33 1417	0.33 2618			0.050 4091	1.781 2809
Ali Apigian					0.30 660	0.098 3476	1.828 2658
Lindy Child					0.25 720	0.068 3846	1.799 2753
Elsa Copeland					0.07 1187	0.087 3617	1.817 2690
Sarah Jane Gavin					0.44 479	0.149 2916	1.880 2487
Kailah Greenberg					0.23 787	0.123 3184	1.854 2572
Samantha McClure					0.67 262	0.182 2615	1.913 2369
Meghan Peters				0.09 2402	0.09 1155	0.087 3615	1.817 2688
Julia Roelofs				0.53 1331	0.40 508	0.316 1811	2.047 1881
Molly Urbonas						0.044 4191	1.775 2823

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Laci Raveis

2.00 422

1.19 309

3.19 345

0.764 627

2.495 739

Lauren Wong

1.88 522

0.75 637

2.62 566

0.720 702

2.450 808

Caroline Keating

1.88 522

0.62 817

2.50 611

4.00 151

0.888 461

2.619 516

Lucy Taylor

0.62 1696

1.62 145

2.23 772

0.389 1521

2.120 1641

Sarah Stavrovich

0.94 1292

0.25 1732

1.19 1469

0.06 2624

0.320 1796

2.051 1863

Grace Yonchak

0.81 1435

0.31 1518

1.12 1518

1.19 901

0.383 1548

2.114 1663

Grace Cassin

0.50 1889

0.50 987

1.00 1613

0.81 1106

0.342 1704

2.073 1794

Samantha Collins

0.75 1500

0.19 2005

0.94 1725

0.06 2624

0.202 2453

1.932 2290

Haley Wines

0.69 1596

0.69 2046

1.50 750

0.222 2315

1.953 2210

Emma Lavallee

0.58 1769

0.17 2079

0.75 1933

0.198 2483

1.929 2307

Frankie Franz

0.38 2214

0.38 1324

0.75 1933

0.148 2927

1.879 2491

Clare McGeever

0.19 2724

0.19 2005

0.38 2558

1.50 750

0.19 904

0.409 1443

2.140 1579

Zoe Schaedle

0.14 2855

0.14 2202

0.29 2737

0.066 3895

1.796 2762

Lucy Winthrop

0.40 2132

0.20 1922

0.60 2165

0.60 1282

0.201 2456

1.932 2291

Megan McPoland

0.33 2300

0.33 2618

0.33 1547

0.030 4395

1.760 2883

Annie Smith

0.40 2132

0.40 2507

0.037 4293

1.768 2849

Peyton Burg

0.25 2508

0.25 2789

0.009 4702

1.739 2946

Amanda Edge

0.07 3137

0.07 3291

0.20 1839

0.07 1201

0.089 3592

1.819 2684

Brooke Rosenberg

0.25 2508

0.25 2789

0.038 4284

1.769 2845

Aisling Boyd

0.17 2079

0.17 2998

0.071 3818

1.802 2746

Elsa Pueschel

0.33 1417

0.33 2618

0.050 4091

1.781 2809

Ali Apigian

0.30 660

0.098 3476

1.828 2658

Lindy Child

0.25 720

0.068 3846

1.799 2753

Elsa Copeland

0.07 1187

0.087 3617

1.817 2690

Sarah Jane Gavin

0.44 479

0.149 2916

1.880 2487

Kailah Greenberg

0.23 787

0.123 3184

1.854 2572

Samantha McClure

0.67 262

0.182 2615

1.913 2369

Meghan Peters

0.09 2402

0.09 1155

0.087 3615

1.817 2688

Julia Roelofs

0.53 1331

0.40 508

0.316 1811

2.047 1881

Molly Urbonas

0.044 4191

1.775 2823