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Columbia WLAX (3-12)

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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
2023 rank (#106 of 125) declined by 2.9% from 1yr weighted baseline (#103). Moved 3 spots.
Recent NET by Season
2022 (DI)
-3.372 #103
2023 (DI)
-3.097 #106
NET = team’s adjusted Net Efficiency rank metric for that season. Rank = DI WLAX .
Season:
Sport:
Metric Offense Defense
Strength of Schedule
0.444 94
RPI
0.402 109
Adjusted Efficiency -1.784 109 1.313 96
Net Efficiency
-3.097 106
Avg. Possessions 38.3 106 47.8 96
Goals Per Possession 0.226 116 0.301 95
On-Goal Rate 65.9 125 71.5 28
Goals Per Game 8.7 116 14.4 103
Assist Rate 40.0 74 43.1 66
Free Pos. Success 38.3 96 52.0 114
Unforced TO Rate 18.8 93 15.2 83
Date Opponent Result Record
2/18/2023 Lafayette
W, 15 - 12
1-0
2/22/2023 Central Conn. St.
W, 16 - 4
2-0
2/25/2023 Monmouth
L, 9 - 12
2-1
3/1/2023 Manhattan
W, 10 - 8
3-1
3/4/2023 Penn
L, 7 - 17
3-2
3/11/2023 Cornell
L, 6 - 13
3-3
3/14/2023 William & Mary
L, 10 - 14
3-4
3/18/2023 UC Davis
L, 12 - 15
3-5
3/24/2023 Brown
L, 8 - 19
3-6
3/30/2023 New Hampshire
L, 8 - 13
3-7
4/1/2023 UConn
L, 8 - 16
3-8
4/8/2023 Princeton
L, 4 - 19
3-9
4/15/2023 Dartmouth
L, 8 - 16
3-10
4/22/2023 Harvard
L, 4 - 19
3-11
4/29/2023 Yale
L, 5 - 19
3-12
Player Goals Assists Points Draw
Controls		 Net
Turnovers		 LFN
Rating		 Adj. LFN
Rating
Ellie Eisner 0.07 1270 0.27 343 0.163 1424 1.147 1853
Sophie Zachara 0.73 770 0.20 841 0.93 832 1.20 456 0.240 1186 1.223 1799
Julie Griswold 0.40 251 0.202 1300 1.185 1824
Cecelia Messner 1.67 296 0.40 528 2.07 375 0.73 591 0.600 525 1.583 1329
Alison Surace 0.13 455 0.083 1757 1.067 1893
Cordelia Flemming 1.27 466 0.20 841 1.47 594 1.93 309 0.609 511 1.592 1313
Adèle Swanson 1.43 409 0.271 1107 1.255 1775
Kate Cunning 0.79 738 0.29 694 1.07 755 0.36 764 0.409 813 1.392 1626
Annalisa Massaro 0.71 787 0.43 506 1.14 732 0.07 1248 0.340 937 1.324 1714
Dani Falcone 1.69 289 0.54 384 2.23 333 2.62 211 0.602 522 1.586 1325
Serena Hong 0.38 1039 0.23 788 0.62 1011 0.38 748 0.007 2034 0.991 1925
Dylan Silar 0.23 1197 0.54 384 0.77 906 0.23 857 0.179 1376 1.162 1842
Ellie Taylor 0.55 912 0.36 573 0.91 846 2.36 250 0.404 818 1.387 1631
Gianna Danese 0.82 712 0.18 884 1.00 781 0.09 1195 0.291 1054 1.274 1763