Columbia WLAX

Ivy League · DI Women · 2026
#79 NET of 133 · -0.775
7–8 Ivy League 1-6
STEADY 2026 rank (#79 of 133) improved by 14.9% from 3yr weighted baseline (#93). Moved 14 spots.
RPI
0.461 #87
Strength of Schedule
0.432 #102
Adj. Offense (AOE)
0.177 #54
Adj. Defense (ADE)
0.952 #98
Best win: W 11–10 vs #39 Harvard (4/25) Worst loss: L 15–18 vs #91 Lehigh (2/21)
NET by season
2023
-3.095 #106 2024
-1.593 #89 2025
-1.474 #87 2026
-0.775 #79

Team stats

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
Goals per Possession 0.293 33 0.287 95
Possessions per Game 42.6 56 44.1 90
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-Position % 47.3 49 46.5 75
Unforced TO Rate 13.1 50 11.8 110

Small numbers are ranks among 133 DI women's teams; green = near the top, red = near the bottom.

Games

DateOpponentResultRecord
2/14 at #111 Sacred Heart W, 14–5 1-0
2/18 vs #96 Lafayette W, 19–10 2-0
2/21 vs #91 Lehigh L, 15–18 2-1
2/28 at #99 Marist W, 12–9 3-1
3/04 vs #130 Howard W, 23–6 4-1
3/07 at #19 Yale L, 6–16 4-2
3/11 vs #123 Rider W, 19–4 5-2
3/15 at #98 San Diego St. W, 17–15 6-2
3/21 at #27 Cornell L, 6–12 6-3
3/28 at #37 Penn L, 8–15 6-4
4/04 vs #34 Brown L, 12–13 6-5
4/07 at #17 Massachusetts L, 9–20 6-6
4/11 vs #21 Princeton L, 7–18 6-7
4/18 at #24 Dartmouth L, 9–19 6-8
4/25 vs #39 Harvard W, 11–10 7-8

Opponent numbers are their NET rank this season.

Players

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

Per-game numbers; small numbers are ranks among all DI women's players. LFN Rating weighs points, draw controls, caused turnovers and turnovers; Adj. LFN Rating adds team strength.

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