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Columbia WLAX (7-8)

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Division: I
Conference: Ivy League

April 2026: AOE & ADE formulas updated for more accurate opponent-adjusted efficiency. All seasons recalculated.
We are working on restoring Player data so we apologize if you experience issues on this page. Teams with known errors: Notre Dame
Program Trajectory
STEADY
2026 rank (#80 of 133) improved by 13.8% from 3yr weighted baseline (#93). Moved 13 spots.
Recent NET by Season
2023 (DI)
-3.097 #106
2024 (DI)
-1.594 #89
2025 (DI)
-1.474 #87
2026 (DI)
-0.765 #80
NET = team’s adjusted Net Efficiency rank metric for that season. Rank = DI WLAX .
Season:
Sport:
Metric Offense Defense
Strength of Schedule
0.431 105
RPI
0.461 87
Adjusted Efficiency 0.182 55 0.947 96
Net Efficiency
-0.765 80
Avg. Possessions 42.6 55 44.1 90
Goals Per Possession 0.293 33 0.287 95
On-Goal Rate 64.7 127 68.8 54
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 51 11.8 108
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 2.557 229
Anna Becker 2.87 48 0.73 341 3.60 96 4.27 75 1.389 23 2.742 136
Michelle Zhai 1.40 398 1.80 49 3.20 141 0.40 778 0.741 277 2.094 781
Maddie Brogan 2.53 78 0.60 429 3.13 151 0.27 922 0.704 315 2.057 856
Emma Row 1.13 541 1.47 96 2.60 257 0.07 1459 0.624 407 1.977 1010
Cordelia Flemming 1.00 614 0.27 888 1.27 735 2.93 150 0.13 843 0.705 314 2.058 853
Lilah Kirch 0.93 696 0.20 1031 1.13 797 0.40 778 0.181 1517 1.534 1964
Grace Hoverman 0.36 1306 0.36 704 0.73 1112 0.104 2083 1.457 2156
Kate Quigley 0.20 1567 0.40 644 0.60 1223 0.40 778 0.142 1779 1.495 2068
Eliza Ekstrand 0.67 898 0.33 734 1.00 858 0.242 1220 1.596 1808
Riya Batra 0.50 1086 0.50 1310 0.152 1697 1.505 2046
Audrey Spaly 0.20 1031 0.20 1725 0.061 2477 1.414 2244
Katelyn Lee 0.13 1192 0.064 2452 1.418 2239
Kate McConnachie 0.022 2877 1.375 2317
Maddy Goger 0.07 1459 0.20 687 0.078 2326 1.431 2207
Finch Sullivan 0.20 687 0.060 2487 1.414 2245
Natalia Raiszadeh 2.33 206 0.287 1066 1.641 1698
Zara Allen 0.29 903 0.049 2603 1.402 2272
Serena Hong 0.10 1345 0.044 2665 1.397 2286
Ava Kimche 0.20 721 0.090 2234 1.443 2191
Ali Surace 0.07 1459 0.20 721 0.096 2167 1.449 2169