Columbia | Lacrosse Stats & Analysis

Columbia WLAX (7-8)

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Division: I
Conference: Ivy League

Program Trajectory

STEADY

2026 rank (#79 of 133) improved by 14.9% from 3yr weighted baseline (#93). Moved 14 spots.

Recent NET by Season

2023 (DI)

-3.095 #106

2024 (DI)

-1.593 #89

2025 (DI)

-1.474 #87

2026 (DI)

-0.775 #79

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

Metric	Offense	Defense
Strength of Schedule	0.432 102
RPI	0.461 87
Adjusted Efficiency	0.177 54	0.952 98
Net Efficiency	-0.775 79
Avg. Possessions	42.6 56	44.1 90
Goals Per Possession	0.293 33	0.287 95
On-Goal Rate	64.7 127	68.8 55
Goals Per Game	12.5 35	12.7 96
Assist Rate	62.6 6	48.9 70
Free Pos. Success	47.3 49	46.5 75
Unforced TO Rate	13.1 50	11.8 110

Date	Opponent	Result	Record
2026-02-14	Sacred Heart	W, 14 - 5	1-0
2026-02-18	Lafayette	W, 19 - 10	2-0
2026-02-21	Lehigh	L, 15 - 18	2-1
2026-02-28	Marist	W, 12 - 9	3-1
2026-03-04	Howard	W, 23 - 6	4-1
2026-03-07	Yale	L, 6 - 16	4-2
2026-03-11	Rider	W, 19 - 4	5-2
2026-03-15	San Diego St.	W, 17 - 15	6-2
2026-03-21	Cornell	L, 6 - 12	6-3
2026-03-28	Penn	L, 8 - 15	6-4
2026-04-04	Brown	L, 12 - 13	6-5
2026-04-07	Massachusetts	L, 9 - 20	6-6
2026-04-11	Princeton	L, 7 - 18	6-7
2026-04-18	Dartmouth	L, 9 - 19	6-8
2026-04-25	Harvard	W, 11 - 10	7-8

Player	Goals	Assists	Points	Draw Controls	Net Turnovers	LFN Rating	Adj. LFN Rating
Cecelia Messner	2.00 173	2.20 30	4.20 40	1.67 306		1.204 47	2.536 231
Anna Becker	2.87 48	0.73 341	3.60 96	4.27 75		1.389 23	2.721 133
Michelle Zhai	1.40 398	1.80 49	3.20 141	0.40 778		0.741 277	2.073 784
Maddie Brogan	2.53 78	0.60 429	3.13 151	0.27 922		0.704 315	2.036 854
Emma Row	1.13 541	1.47 96	2.60 257	0.07 1459		0.624 407	1.955 1010
Cordelia Flemming	1.00 614	0.27 888	1.27 735	2.93 150	0.13 843	0.705 314	2.037 853
Lilah Kirch	0.93 696	0.20 1031	1.13 797	0.40 778		0.181 1517	1.513 1968
Grace Hoverman	0.36 1306	0.36 704	0.73 1112			0.104 2083	1.436 2155
Kate Quigley	0.20 1567	0.40 644	0.60 1223	0.40 778		0.142 1779	1.474 2069
Eliza Ekstrand	0.67 898	0.33 734	1.00 858			0.242 1220	1.574 1805
Riya Batra	0.50 1086		0.50 1310			0.152 1697	1.484 2053
Audrey Spaly		0.20 1031	0.20 1725			0.061 2477	1.393 2250
Katelyn Lee				0.13 1192		0.064 2452	1.396 2243
Kate McConnachie						0.022 2877	1.354 2322
Maddy Goger				0.07 1459	0.20 687	0.078 2326	1.410 2209
Finch Sullivan					0.20 687	0.060 2487	1.392 2251
Natalia Raiszadeh				2.33 206		0.287 1066	1.619 1695
Zara Allen				0.29 903		0.049 2603	1.381 2280
Serena Hong				0.10 1345		0.044 2665	1.376 2288
Ava Kimche					0.20 721	0.090 2234	1.422 2186
Ali Surace				0.07 1459	0.20 721	0.096 2167	1.427 2172

Player

Goals

Assists

Points

Draw
Controls

Net
Turnovers

LFN
Rating

Adj. LFN
Rating

Cecelia Messner

2.00 173

2.20 30

4.20 40

1.67 306

1.204 47

2.536 231

Anna Becker

2.87 48

0.73 341

3.60 96

4.27 75

1.389 23

2.721 133

Michelle Zhai

1.40 398

1.80 49

3.20 141

0.40 778

0.741 277

2.073 784

Maddie Brogan

2.53 78

0.60 429

3.13 151

0.27 922

0.704 315

2.036 854

Emma Row

1.13 541

1.47 96

2.60 257

0.07 1459

0.624 407

1.955 1010

Cordelia Flemming

1.00 614

0.27 888

1.27 735

2.93 150

0.13 843

0.705 314

2.037 853

Lilah Kirch

0.93 696

0.20 1031

1.13 797

0.40 778

0.181 1517

1.513 1968

Grace Hoverman

0.36 1306

0.36 704

0.73 1112

0.104 2083

1.436 2155

Kate Quigley

0.20 1567

0.40 644

0.60 1223

0.40 778

0.142 1779

1.474 2069

Eliza Ekstrand

0.67 898

0.33 734

1.00 858

0.242 1220

1.574 1805

Riya Batra

0.50 1086

0.50 1310

0.152 1697

1.484 2053

Audrey Spaly

0.20 1031

0.20 1725

0.061 2477

1.393 2250

Katelyn Lee

0.13 1192

0.064 2452

1.396 2243

Kate McConnachie

0.022 2877

1.354 2322

Maddy Goger

0.07 1459

0.20 687

0.078 2326

1.410 2209

Finch Sullivan

0.20 687

0.060 2487

1.392 2251

Natalia Raiszadeh

2.33 206

0.287 1066

1.619 1695

Zara Allen

0.29 903

0.049 2603

1.381 2280

Serena Hong

0.10 1345

0.044 2665

1.376 2288

Ava Kimche

0.20 721

0.090 2234

1.422 2186

Ali Surace

0.07 1459

0.20 721

0.096 2167

1.427 2172