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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 (#79 of 133) improved by 14.9% from 3yr weighted baseline (#93). Moved 14 spots.
Recent NET by Season
2023 (DI)
-3.097 #106
2024 (DI)
-1.594 #89
2025 (DI)
-1.474 #87
2026 (DI)
-0.653 #79
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 0.230 55 0.883 97
Net Efficiency
-0.653 79
Avg. Possessions 42.6 55 44.1 91
Goals Per Possession 0.293 34 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 71
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 2.00 172 2.20 31 4.20 41 1.67 306 1.138 49 2.469 264
Anna Becker 2.87 48 0.73 342 3.60 96 4.27 75 1.333 23 2.665 142
Michelle Zhai 1.40 399 1.80 48 3.20 141 0.40 779 0.690 293 2.022 864
Maddie Brogan 2.53 78 0.60 432 3.13 150 0.27 921 0.654 340 1.985 930
Emma Row 1.13 542 1.47 98 2.60 257 0.07 1457 0.582 414 1.913 1071
Cordelia Flemming 1.00 614 0.27 889 1.27 735 2.93 150 0.13 841 0.687 296 2.018 877
Lilah Kirch 0.93 695 0.20 1029 1.13 798 0.40 779 0.163 1593 1.495 2012
Grace Hoverman 0.36 1305 0.36 703 0.73 1111 0.092 2203 1.424 2185
Kate Quigley 0.20 1564 0.40 645 0.60 1222 0.40 779 0.132 1846 1.464 2086
Eliza Ekstrand 0.67 897 0.33 733 1.00 859 0.226 1257 1.558 1841
Riya Batra 0.50 1086 0.50 1310 0.144 1728 1.475 2059
Audrey Spaly 0.20 1029 0.20 1722 0.057 2506 1.389 2253
Katelyn Lee 0.13 1190 0.067 2415 1.398 2235
Kate McConnachie 0.023 2842 1.355 2316
Maddy Goger 0.07 1457 0.20 688 0.079 2303 1.411 2208
Finch Sullivan 0.20 688 0.062 2467 1.393 2242
Natalia Raiszadeh 2.33 206 0.292 989 1.624 1673
Zara Allen 0.29 903 0.050 2580 1.382 2274
Serena Hong 0.10 1344 0.045 2644 1.377 2283
Ava Kimche 0.20 722 0.093 2169 1.424 2182
Ali Surace 0.07 1457 0.20 722 0.098 2110 1.430 2169