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Columbia WLAX (4-11)

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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
2024 rank (#89 of 127) improved by 14.9% from 2yr weighted baseline (#105). Moved 16 spots.
Recent NET by Season
2022 (DI)
-3.372 #103
2023 (DI)
-3.097 #106
2024 (DI)
-1.594 #89
NET = team’s adjusted Net Efficiency rank metric for that season. Rank = DI WLAX .
Season:
Sport:
Metric Offense Defense
Strength of Schedule
0.517 65
RPI
0.461 82
Adjusted Efficiency -0.851 93 0.743 86
Net Efficiency
-1.594 89
Avg. Possessions 42.5 67 45.1 80
Goals Per Possession 0.216 119 0.328 119
On-Goal Rate 70.2 108 74.9 91
Goals Per Game 9.2 113 14.8 106
Assist Rate 47.8 37 45.5 72
Free Pos. Success 38.3 113 46.9 71
Unforced TO Rate 14.3 47 14.1 90
Date Opponent Result Record
2/17/2024 Lafayette
W, 8 - 7
1-0
2/24/2024 Monmouth
L, 12 - 13
1-1
3/2/2024 Penn
L, 5 - 16
1-2
3/6/2024 Villanova
W, 14 - 12
2-2
3/9/2024 Cornell
L, 5 - 13
2-3
3/13/2024 Marist
L, 12 - 13
2-4
3/17/2024 Niagara
L, 12 - 13
2-5
3/20/2024 UConn
L, 1 - 17
2-6
3/23/2024 Brown
L, 7 - 19
2-7
4/3/2024 Wagner
W, 16 - 8
3-7
4/6/2024 Princeton
L, 12 - 24
3-8
4/13/2024 Dartmouth
L, 7 - 17
3-9
4/16/2024 Central Conn. St.
W, 17 - 8
4-9
4/20/2024 Harvard
L, 5 - 24
4-10
4/27/2024 Yale
L, 5 - 18
4-11
Player Goals Assists Points Draw
Controls		 Net
Turnovers		 LFN
Rating		 Adj. LFN
Rating
Sophie Zachara 0.67 819 0.33 632 1.00 795 1.47 391 0.402 766 1.600 1365
Michelle Zhai 1.20 488 1.67 52 2.87 201 0.20 878 0.864 247 2.062 746
Lauren Yun 0.13 1015 0.055 1911 1.253 1761
Julie Griswold 0.13 1015 0.53 226 0.210 1271 1.408 1613
Alison Surace 0.67 165 0.243 1161 1.441 1570
Ellie Eisner 0.07 1234 0.60 198 0.234 1186 1.432 1581
Cordelia Flemming 0.40 1048 0.20 847 0.60 1043 1.07 476 0.40 316 0.474 655 1.672 1270
Anna Becker 1.73 282 0.40 563 2.13 376 1.13 461 0.677 403 1.876 964
Dani Falcone 1.57 326 1.07 159 2.64 251 3.21 149 1.026 176 2.224 593
Kate Cunning 0.57 898 0.57 1062 0.36 735 0.324 933 1.523 1465
Cecelia Messner 2.07 184 0.43 528 2.50 276 0.36 735 0.748 335 1.946 891
Natalia Raiszadeh 0.50 947 0.14 966 0.64 1022 0.86 525 0.189 1345 1.388 1639
Riya Batra 0.09 1331 0.09 1095 0.18 1309 0.18 916 0.18 518 0.145 1522 1.343 1679