Columbia Lions
2026 Team Stats (25 games)
76.0
PPG
71.2
Opp
+4.8
Margin
47.9%
FG%
36.2%
3P%
68.2%
FT%
38.6
RPG
15.9
APG
12.9
TO
79.5
Pace
73.6
AdjO
75.1
AdjD
#182
Rank
Model Outputs
2025-2026
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. More → | 997 (#178) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → | 995 (#188) | - |
| Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. More → | 973 (#563) | HCA +109 elo |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More → | -1.3 (#181) | HCA +2.2 |
| Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. More → | +10.6 (#225) | HCA +2.5 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → | 0.553 (#145) | - |
| Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. More → | 0.479 (#177) | NetEff -0.7 |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More → | 0.432 (#189) | AdjNet -2.4 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More → | 0.430 (#189) | AdjNet -2.4 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More → | 0.466 (#182) | AdjO 73.6 | AdjD 75.1 |
| Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. More → | 0.542 (#191) | AdjO 72.4 | AdjD 70.5 |
| Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. More → | 0.732 (#195) | 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. More → | 0.686 (#204) | Blend of Elo, BT, Margin, PythLog, PtsOD |
| Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. More → | 1026 (#216) | RD 156 | GP 25 |
2026 Schedule & Results
2026 Roster
Minutes by Position
The surface stays filled across the five on-court roles. Use the labels or legend to isolate how each player absorbs guard-to-big minutes.
| Player | Pos | GP | MIN | PTS | REB | AST | STL | BLK | TO | FGA | Numbers | PM | PM/G | PM/40 | FG% | 3P% | FT% | RAPM | TS% | eFG% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
K. Noland
|
- | 25 | 33.0 | 16.8 | 3.3 | 3.5 | 1.4 | 0.0 | 2.4 | 13.5 | 9.2 | 60 | 2.9 | 4.5 | 44.5 | 38.2 | 91.5 | 0.1 | 57.9 | 54.3 |
Z. Eddine Bedri
|
- | 5 | 24.4 | 12.8 | 7.4 | 2.2 | 0.6 | 0.4 | 4.2 | 9.2 | 10.0 | 33 | 6.6 | 14.1 | 54.3 | 44.4 | 58.8 | 0.16 | 59.8 | 58.7 |
B. Thompson
|
- | 25 | 30.8 | 11.6 | 4.6 | 1.2 | 1.0 | 0.4 | 0.8 | 8.3 | 9.8 | 108 | 5.1 | 8.5 | 51.7 | 41.2 | 68.5 | -0.14 | 63.1 | 61.4 |
M. Franklin
|
- | 23 | 23.9 | 9.7 | 4.2 | 0.9 | 0.9 | 0.5 | 1.0 | 8.2 | 6.9 | 65 | 3.4 | 9.0 | 46.0 | 25.0 | 66.0 | 0.39 | 52.6 | 50.0 |
C. Igoe
|
- | 25 | 19.2 | 8.1 | 5.5 | 3.2 | 0.6 | 0.2 | 1.7 | 5.9 | 10.0 | 46 | 2.2 | 6.0 | 49.3 | 33.3 | 62.0 | -0.32 | 56.3 | 53.4 |
G. O'Keefe
|
- | 24 | 20.9 | 7.9 | 1.8 | 1.0 | 0.2 | 0.0 | 0.5 | 6.0 | 4.4 | 12 | 0.6 | 1.2 | 48.6 | 42.5 | 71.4 | -0.13 | 61.7 | 60.4 |
M. Ritter
|
- | 25 | 23.9 | 7.7 | 5.0 | 1.6 | 0.2 | 0.5 | 1.7 | 5.4 | 7.8 | 87 | 4.3 | 9.2 | 57.5 | 18.2 | 67.9 | 0.21 | 61.0 | 58.2 |
R. Soulis
|
- | 24 | 18.7 | 5.5 | 4.2 | 1.4 | 0.5 | 0.8 | 1.3 | 4.8 | 6.4 | 38 | 3.8 | 30.0 | 47.8 | 24.0 | 57.7 | 0.38 | 51.8 | 50.4 |
A. Brown
|
- | 3 | 15.0 | 4.3 | 2.0 | 0.3 | 0.0 | 0.0 | 2.0 | 3.7 | 1.0 | 21 | 7.0 | 22.9 | 36.4 | 75.0 | 50.0 | 0.22 | 50.9 | 50.0 |
H. Sanders
|
- | 25 | 15.4 | 3.9 | 2.0 | 2.2 | 0.5 | 0.0 | 1.2 | 3.2 | 4.2 | 82 | 3.9 | 14.1 | 37.5 | 36.6 | 71.9 | 0.1 | 52.1 | 46.9 |
R. Nweke
|
- | 18 | 9.1 | 2.8 | 2.4 | 0.4 | 0.4 | 0.4 | 0.3 | 2.2 | 3.8 | 27 | 4.5 | 99.4 | 50.0 | 0 | 55.6 | 0.08 | 52.2 | 50.0 |
J. Cunningham
|
- | 5 | 6.6 | 1.8 | 0.6 | 0.2 | 0.4 | 0.0 | 0.8 | 1.8 | 0.4 | 17 | 3.4 | 54.6 | 44.4 | 0.0 | 33.3 | 0.12 | 43.6 | 44.4 |
L. Coleman
|
- | 14 | 5.4 | 1.4 | 1.6 | 0.3 | 0.1 | 0.1 | 0.2 | 1.6 | 1.6 | 29 | 14.5 | 292.4 | 36.4 | 0.0 | 42.9 | -0.1 | 37.9 | 36.4 |
Dan Vessey
|
G | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
N. Romanelli
|
G | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
N. Clarkson
|
F | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
E. Bai
|
- | 3 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3 | -0.3 | 2 | 0.5 | 25.1 | 0.0 | 0.0 | 0 | -0.05 | 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