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Columbia

2026-2027 Team Stats (4 games)

85.8
PPG
64.0
Opp
+21.8
Margin
48.6%
FG%
37.4%
3P%
72.0%
FT%
43.0
RPG
17.3
APG
12.5
TO
69.8
Est. poss./game
69.2
Adj PPG
70.1
Adj Opp PPG
#189
Scoring Rank

Model Outputs

2026-2027
Catalog

Output is shown as model rating with league rank in parentheses when available.

Model Output Notes
Elo Elo Streaming paired-comparison rating with recency baked into sequential updates. Preseason prior 890 (returning production + recruiting): last season 927, returning +38, transfers -76, freshmen -0 More โ†’ 869 (#224) Preseason prior 890 (returning production + recruiting): last season 927, returning +38, transfers -76, freshmen -0
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. HCA +206 elo More โ†’ 955 (#197) HCA +206 elo
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +205 elo More โ†’ 957 (#197) HCA +205 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.2 More โ†’ -3.2 (#190) HCA +2.2
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.2 More โ†’ -3.1 (#189) HCA +2.2
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ†’ 0.580 (#131) -
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet +0.8 More โ†’ 0.472 (#167) AdjNet +0.8
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet +2.3 More โ†’ 0.489 (#158) AdjNet +2.3
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 69.2 | AdjD 70.1 More โ†’ 0.453 (#189) AdjO 69.2 | AdjD 70.1
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 69.3 | AdjD 69.9 More โ†’ 0.457 (#186) AdjO 69.3 | AdjD 69.9
Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. Blend of Elo, BT, Margin, PythLog, PtsOD More โ†’ 0.457 (#174) Blend of Elo, BT, Margin, PythLog, PtsOD
Recency Ensemble Recency Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and recency points off/def. Blend of Elo, BT, Margin, PythLog, PtsOD More โ†’ 0.458 (#174) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 177 | GP 3 More โ†’ 962 (#180) RD 177 | GP 3
Adjusted Context Blend Adjusted Context Blend Chronologically trained component blend with rest and signed venue context. Chronological component blend with rest and venue. More โ†’ 0.441 (#178) Chronological component blend with rest and venue.

Rank through the season

League rank each week from the model's fit of the games played by then, published the same way as the table above, so each line ends at the rank shown there. Select a point for its rating.

Recency Ensemble Log Adjusted Elo Points Off/Def Recency

2026-2027 Schedule & Results

Date Vs/At Opponent Result Score
2026-11-02 vs Elon Phoenix L 71 - 84
2026-11-05 vs SUNY Old Westbury Panthers W 120 - 58
2026-11-09 vs Stonehill Skyhawks W 75 - 55
2026-11-13 @ Bucknell Bison W 77 - 59
2026-11-16 @ Northwestern Wildcats - Preview
2026-11-21 @ Boston University Terriers - Preview

2026-2027 Roster

Estimated Minutes by Position

Estimated from roster positions and box-score rates; an unlisted position is inferred from those rates, and missing rates are treated as zero. Legend numbers are each player's share of recorded roster minutes, scaled to five players' regulation minutes; they can differ from minutes per game in the roster below, especially when players miss games or coverage is incomplete. Each position column totals one regulation game's minutes. Use the labels or legend to highlight a player's estimated role.

Player Pos GP MIN PTS REB AST STL BLK TO FGA Numbers PM PM GP PM/G PM/40 FG% 3P% FT% RAPM TS% eFG%
Gerard O'Keefe Gerard O'Keefe G 4 23.8 15.5 1.5 0.8 0.2 0.5 0.5 11.2 6.8 29 4 7.2 12.3 55.6 55.6 100.0 -0.36 67.6 66.7
Josiah Cunningham Josiah Cunningham G 4 13.0 11.2 2.5 0.2 0.2 0.0 1.0 6.8 6.5 21 4 5.2 16.1 70.4 50.0 60.0 -0.09 77.1 77.8
Connor Igoe Connor Igoe F 4 26.0 11.0 9.2 4.5 1.2 1.2 2.0 7.0 18.2 54 4 13.5 20.9 46.4 25.0 85.0 1.17 59.8 48.2
Josh Pratt Josh Pratt G 4 19.8 9.8 1.0 0.8 1.2 0.0 1.5 7.5 3.8 7 4 1.8 3.5 40.0 33.3 83.3 -1.64 55.3 48.3
Hampton Sanders Hampton Sanders G 4 24.5 8.8 3.2 5.5 2.2 0.0 2.0 8.0 9.8 89 4 22.2 36.0 37.5 31.6 83.3 2.59 50.5 46.9
Mason Ritter Mason Ritter F 4 22.0 7.2 5.0 1.8 0.5 2.2 2.0 5.0 9.8 48 4 12.0 21.8 60.0 0.0 62.5 -0.17 61.6 60.0
Douglas Langford Douglas Langford F 4 18.0 6.2 6.8 0.8 0.8 0.5 0.8 5.0 9.2 29 4 7.2 16.3 45.0 0 58.3 0.02 49.4 45.0
Michael Madueme Michael Madueme G 4 22.5 4.2 3.0 1.2 0.8 0.5 1.0 3.8 5.0 74 4 18.5 32.9 46.7 25.0 100.0 1.75 55.1 53.3
Leland Coleman Leland Coleman F 2 5.0 4.0 1.5 0.5 0.0 0.5 0.0 2.0 4.5 13 2 6.5 56.7 75.0 0.0 100.0 0.15 82.0 75.0
Dan Vessey Dan Vessey G 1 3.0 4.0 0.0 0.0 0.0 0.0 1.0 1.0 2.0 4 1 4.0 70.6 100.0 100.0 50.0 -0.12 106.4 150.0
Trae Nunn Trae Nunn G 3 4.7 3.7 1.3 0.3 0.3 0.0 0.0 1.3 4.3 12 3 4.0 32.4 75.0 66.7 50.0 0.17 82.8 100.0
Nigel Clarkson Nigel Clarkson F 2 5.5 3.0 2.0 0.5 0.0 0.0 0.0 2.0 3.5 15 2 7.5 51.6 50.0 50.0 50.0 0.54 61.5 62.5
Luke Cruz Luke Cruz F 1 5.0 2.0 3.0 0.0 0.0 1.0 0.0 2.0 4.0 7 1 7.0 61.8 50.0 0 0 0.06 50.0 50.0
Gabe Hornberger Gabe Hornberger G 4 12.5 2.0 2.2 0.5 0.5 0.2 0.2 4.5 0.8 27 4 6.8 21.3 16.7 20.0 0 0.22 22.2 22.2
Nicolo Romanelli Nicolo Romanelli G 1 3.0 2.0 2.0 1.0 0.0 0.0 0.0 2.0 3.0 4 1 4.0 70.6 50.0 0 0.0 -0.12 34.7 50.0
Richard Nweke Richard Nweke F 4 4.5 1.0 1.2 0.0 0.2 0.0 1.0 1.0 0.5 6 4 1.5 14.1 50.0 0 0 0.27 50.0 50.0
Nino Zarkovic Nino Zarkovic G 2 4.0 1.0 0.0 0.5 0.0 0.0 0.5 0.5 0.5 6 2 3.0 31.3 0.0 0.0 100.0 -0.13 53.2 0.0
Miles Franklin Miles Franklin G 0 - 0.0 0.0 0.0 - - - - - - - - - - - - - - -

Numbers/Game vs RAPM

X-axis = Numbers/Game (PTS+REB+AST+STL+BLK-TO-FGA), Y-axis = RAPM.

Advanced: Numbers = PTS+REB+AST+STL+BLK-TO-FGA, PM = total +/-, PM/G = per game, PM/40 = per 40 minutes, RAPM = Regularized Adj Plus-Minus, TS% = True Shooting, eFG% = Effective FG

Alumni in the Pros

Every program's alumni →

Former Columbia players in EuroLeague 2026-2027, matched by provider player ids (ESPN athlete ids, ESPN bios, linked StatsNBA/EuroLeague ids). Only games after their last Columbia game count. These are observed results, not certified complete seasons. League and team are where each player last played a regular-season or playoff game (NBA ahead of G League when he played in both); recent games include the preseason.

Active alumni

Player At School League Team GP MPG PPG RPG APG Last game Last 30 days
Maodo Lo 2012-16 EuroLeague Zalgiris Kaunas 7 13.3 3.0 1.9 2.3 10-28 3 pts, 1 reb, 0 ast 2 GP, 6.0 PPG, 2.5 RPG, 3.0 APG

Alumni around the leagues: recent games

Date Player League Team Opponent MIN PTS REB AST Box
2026-10-28 Maodo Lo EuroLeague Zalgiris Kaunas @ Virtus Bologna 4 3 1 0 Box
2026-10-23 Maodo Lo EuroLeague Zalgiris Kaunas vs LDLC ASVEL Villeurbanne 20 9 4 6 Box
2026-10-13 Maodo Lo EuroLeague Zalgiris Kaunas @ Fenerbahce Tarfin Istanbul 11 0 1 2 Box

2026-2027 Shot Zones

257 located field-goal attempts in 4 games (ESPN). Each zone is coloured by the player with the largest share of the team's made-shot points there (left) and of its misses there (right).

Cunningham20% Igoe23% O'Keefe67% O'Keefe100% O'Keefe62% Vessey33% O'Keefe75% Sanders33% O'Keefe29% O'Keefe25%
Points: who the team's points here most likely come from
Langford26% Sanders25% Pratt50% O'Keefe75% O'Keefe40% O'Keefe75% Sanders29% Hornberger20% Pratt36% Sanders27%
Misses: who misses most here

Gerard O'KeefeJosiah CunninghamHampton SandersJosh PrattConnor IgoeDouglas LangfordGabe HornbergerDan Vessey

Zone FGM-FGA FG% Pts Top scorer Runner-up Most misses Runner-up
Restricted area 60-91 65.9 120 Josiah Cunningham 20% (24 pts) Mason Ritter 15% (18 pts) Douglas Langford 26% (8 misses) Connor Igoe 23% (7 misses)
Paint (non-RA) 13-37 35.1 26 Connor Igoe 23% (6 pts) Josiah Cunningham 23% (6 pts) Hampton Sanders 25% (6 misses) Mason Ritter 21% (5 misses)
Mid-range left 6-12 50.0 12 Gerard O'Keefe 67% (8 pts) Connor Igoe 17% (2 pts) Josh Pratt 50% (3 misses) Connor Igoe 17% (1 misses)
Mid-range center 4-8 50.0 8 Gerard O'Keefe 100% (8 pts) - Gerard O'Keefe 75% (3 misses) Gabe Hornberger 25% (1 misses)
Mid-range right 8-18 44.4 16 Gerard O'Keefe 62% (10 pts) Josh Pratt 25% (4 pts) Gerard O'Keefe 40% (4 misses) Gabe Hornberger 30% (3 misses)
Left corner 3 3-7 42.9 9 Dan Vessey 33% (3 pts) Gerard O'Keefe 33% (3 pts) Gerard O'Keefe 75% (3 misses) Michael Madueme 25% (1 misses)
Right corner 3 4-11 36.4 12 Gerard O'Keefe 75% (9 pts) Michael Madueme 25% (3 pts) Hampton Sanders 29% (2 misses) Josh Pratt 29% (2 misses)
Above-break 3 left 12-32 37.5 36 Hampton Sanders 33% (12 pts) Josh Pratt 25% (9 pts) Gabe Hornberger 20% (4 misses) Hampton Sanders 20% (4 misses)
Above-break 3 center 7-18 38.9 21 Gerard O'Keefe 29% (6 pts) Hampton Sanders 14% (3 pts) Josh Pratt 36% (4 misses) Hampton Sanders 27% (3 misses)
Above-break 3 right 8-23 34.8 24 Gerard O'Keefe 25% (6 pts) Josiah Cunningham 25% (6 pts) Hampton Sanders 27% (4 misses) Gabe Hornberger 20% (3 misses)