Lipscomb Bisons
2026 Team Stats (31 games)
79.2
PPG
76.2
Opp
+2.9
Margin
45.7%
FG%
36.1%
3P%
75.6%
FT%
34.6
RPG
17.8
APG
11.5
TO
80.2
Pace
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 → | 934 (#232) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → | 966 (#208) | - |
| Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. More → | 991 (#192) | - |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More → | -3.9 (#221) | - |
| Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. More → | -6.6 (#266) | - |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → | 0.466 (#194) | - |
| Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. More → | Unavailable | ValueError: efficiency fit failed: ValueError: invalid actual efficiency statistic: fg_attempted |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More → | Unavailable | ValueError: actual possession inputs unavailable: efficiency fit failed: ValueError: invalid actual efficiency statistic: fg_attempted |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More → | Unavailable | ValueError: actual possession inputs unavailable: efficiency fit failed: ValueError: invalid actual efficiency statistic: fg_attempted |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More → | 0.425 (#218) | - |
| Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. More → | 0.442 (#237) | - |
| Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. More → | Unavailable | ValueError: actual possession inputs unavailable: efficiency fit failed: ValueError: invalid actual efficiency statistic: fg_attempted |
| Recency Ensemble Recency Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and recency points off/def. More → | Unavailable | ValueError: actual possession inputs unavailable: efficiency fit failed: ValueError: invalid actual efficiency statistic: fg_attempted |
| Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. More → | 939 (#230) | - |
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% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
G. Asman
|
- | 30 | 27.9 | 14.2 | 5.7 | 1.8 | 0.8 | 0.9 | 1.7 | 10.1 | 11.6 | 84 | 3.7 | 8.1 | 51.8 | 37.2 | 74.3 | 0.42 | 63.6 | 61.4 |
R. Candelino
|
- | 27 | 25.0 | 11.2 | 5.2 | 1.5 | 0.7 | 0.1 | 0.9 | 8.0 | 9.9 | 37 | 1.9 | 4.1 | 47.0 | 43.1 | 70.8 | -0.21 | 64.0 | 62.3 |
E. Duncan
|
- | 29 | 21.2 | 10.3 | 1.9 | 1.1 | 0.8 | 0.1 | 0.7 | 8.8 | 4.8 | 79 | 3.6 | 7.8 | 42.9 | 35.5 | 91.7 | -0.16 | 56.5 | 54.5 |
C. Williams
|
- | 30 | 21.2 | 10.3 | 2.6 | 2.3 | 0.6 | 0.7 | 1.8 | 8.4 | 6.2 | -45 | -2.2 | -4.2 | 47.2 | 34.7 | 79.2 | -0.89 | 56.6 | 53.8 |
T. Sargiunas
|
- | 30 | 23.5 | 9.6 | 2.1 | 1.9 | 0.8 | 0.0 | 1.5 | 7.6 | 5.3 | 138 | 6.0 | 11.5 | 41.5 | 34.6 | 72.9 | 0.49 | 55.2 | 51.5 |
M. Esmeraldo
|
- | 30 | 30.3 | 9.5 | 3.6 | 6.9 | 1.4 | 0.0 | 1.6 | 7.2 | 12.7 | 49 | 2.1 | 3.4 | 44.2 | 34.9 | 82.3 | 0.01 | 56.8 | 50.9 |
Kennedy Okpara
|
- | 28 | 13.5 | 4.7 | 2.8 | 0.3 | 0.4 | 0.4 | 0.7 | 4.2 | 3.5 | 70 | 3.0 | 10.2 | 41.2 | 30.0 | 56.2 | 0.21 | 49.2 | 47.5 |
C. Middleton
|
- | 28 | 11.6 | 4.4 | 2.1 | 0.5 | 0.3 | 0.2 | 1.1 | 3.6 | 2.8 | 33 | 1.7 | 10.6 | 44.1 | 29.4 | 77.8 | -0.17 | 52.2 | 46.6 |
K. Boylan
|
- | 30 | 12.3 | 3.6 | 3.7 | 0.7 | 0.5 | 0.2 | 0.4 | 2.7 | 5.6 | 16 | 0.7 | 2.9 | 46.2 | 6.2 | 67.3 | -0.68 | 53.2 | 46.9 |
Or Ashkenazi
|
- | 29 | 19.1 | 3.0 | 2.8 | 1.4 | 0.7 | 0.1 | 0.6 | 2.3 | 5.0 | 77 | 3.5 | 8.0 | 43.3 | 41.9 | 75.0 | 0.22 | 56.7 | 53.0 |
L. Carter
|
- | 7 | 3.4 | 2.3 | 0.4 | 0.0 | 0.1 | 0.0 | 0.0 | 1.4 | 1.4 | 7 | 1.4 | 37.2 | 60.0 | 66.7 | 0 | -0.01 | 80.0 | 80.0 |
L. Suber
|
G | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
M. White
|
G | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | -62 | -2.8 | -4.4 | - | - | - | -0.28 | - | - |
Luke Jack
|
F | 1 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
Devyn Martin
|
F | 1 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
Josh Scott
|
F | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | 156 | 7.1 | 17.8 | - | - | - | 1.6 | - | - |
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