Cal Poly Mustangs
2025 Team Stats (32 games)
Model Outputs
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 โ | 744 (#298) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ | 875 (#264) | - |
| Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. More โ | 961 (#221) | HCA +72 elo |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More โ | -8.4 (#255) | HCA +2.3 |
| Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. More โ | -9.1 (#259) | HCA +2.4 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ | 0.260 (#260) | - |
| Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. More โ | 0.260 (#260) | NetEff -7.9 |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More โ | 0.196 (#255) | AdjNet -12.3 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More โ | 0.187 (#256) | AdjNet -12.6 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More โ | 0.330 (#254) | AdjO 55.7 | AdjD 63.4 |
| Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. More โ | 0.413 (#223) | AdjO 58.2 | AdjD 62.1 |
| Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. More โ | 0.288 (#261) | 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 โ | 0.303 (#258) | Blend of Elo, BT, Margin, PythLog, PtsOD |
| Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. More โ | 843 (#290) | RD 129 | GP 30 |
2025 Schedule & Results
2025 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 GP | PM/G | PM/40 | FG% | 3P% | FT% | RAPM | TS% | eFG% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Annika Shah
|
G | 32 | 32.5 | 13.1 | 2.5 | 2.4 | 0.8 | 0.0 | 1.9 | 12.0 | 4.9 | -9 | 31 | -0.3 | -0.4 | 38.6 | 38.9 | 91.1 | 2.47 | 51.9 | 49.2 |
Mary Carter
|
G | 32 | 30.9 | 12.9 | 5.9 | 1.0 | 0.7 | 1.1 | 2.3 | 11.5 | 7.8 | -57 | 31 | -1.8 | -2.6 | 42.7 | 35.6 | 82.7 | -2.72 | 53.0 | 50.4 |
Sierra Lichtie
|
F | 30 | 29.3 | 10.6 | 6.7 | 1.6 | 1.2 | 0.3 | 3.3 | 9.1 | 8.0 | -22 | 29 | -0.8 | -1.1 | 42.7 | 21.6 | 85.0 | -2.16 | 51.4 | 45.6 |
Sidney Richards
|
G | 28 | 25.1 | 5.8 | 2.9 | 1.8 | 1.6 | 0.2 | 1.8 | 5.9 | 4.5 | 4 | 27 | 0.1 | 0.3 | 33.7 | 17.9 | 70.8 | -0.55 | 41.9 | 35.2 |
Sydney Bourland
|
G | 31 | 27.2 | 5.7 | 4.9 | 2.3 | 1.4 | 0.3 | 2.7 | 6.3 | 5.5 | -66 | 30 | -2.2 | -3.5 | 36.2 | 11.8 | 63.5 | -0.39 | 40.4 | 36.7 |
Ashley Hiraki
|
G | 25 | 25.6 | 5.2 | 2.7 | 2.4 | 1.4 | 0.2 | 2.6 | 4.5 | 4.7 | 6 | 24 | 0.2 | 0.4 | 31.0 | 26.9 | 75.4 | -0.84 | 46.5 | 37.2 |
Nora Perez
|
F | 25 | 9.2 | 2.5 | 1.9 | 0.3 | 0.7 | 0.2 | 0.9 | 2.1 | 2.6 | 8 | 25 | 0.3 | 1.5 | 49.1 | 28.6 | 47.1 | -0.59 | 51.3 | 50.9 |
Gillian Bears
|
F | 19 | 7.4 | 2.3 | 0.9 | 0.1 | 0.3 | 0.2 | 0.7 | 1.8 | 1.2 | -27 | 19 | -1.4 | -8.0 | 52.9 | 0 | 77.8 | -2.78 | 56.6 | 52.9 |
Gabby Robinson
|
G | 31 | 12.6 | 2.1 | 1.4 | 0.3 | 0.4 | 0.1 | 1.0 | 2.7 | 0.5 | -15 | 30 | -0.5 | -1.7 | 31.3 | 30.4 | 60.0 | -1.31 | 37.2 | 35.5 |
Ana Moleon Hidalgo
|
G | 19 | 6.3 | 1.2 | 0.7 | 0.3 | 0.5 | 0.0 | 0.8 | 1.4 | 0.5 | -5 | 19 | -0.3 | -1.8 | 38.5 | 12.5 | 100.0 | -1.81 | 42.8 | 40.4 |
Alana Goosby
|
G | 31 | 12.4 | 0.9 | 1.7 | 1.1 | 0.5 | 0.0 | 1.1 | 1.6 | 1.5 | -6 | 29 | -0.2 | -0.7 | 22.4 | 17.6 | 20.0 | -0.34 | 25.3 | 25.5 |
Avery Knapp
|
F | 9 | 3.7 | 0.4 | 1.2 | 0.1 | 0.2 | 0.1 | 0.9 | 0.6 | 0.7 | -12 | 8 | -1.5 | -14.6 | 40.0 | 0 | 0.0 | -3.51 | 36.8 | 40.0 |
Sadie Cohen
|
G | 3 | 2.7 | 0.0 | 0.3 | 0.3 | 0.0 | 0.0 | 0.0 | 0.3 | 0.3 | - | - | - | - | 0.0 | 0.0 | 0 | -3.69 | 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
2024-2025 Shot Zones
525 located field-goal attempts in 10 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).
Mary CarterAnnika ShahSierra LichtieSydney BourlandSidney Richards
| Zone | FGM-FGA | FG% | Pts | Top scorer | Runner-up | Most misses | Runner-up |
|---|---|---|---|---|---|---|---|
| Restricted area | 68-122 | 55.7 | 136 | Sierra Lichtie 29% (40 pts) | Mary Carter 19% (26 pts) | Sydney Bourland 26% (14 misses) | Sierra Lichtie 17% (9 misses) |
| Paint (non-RA) | 63-151 | 41.7 | 126 | Mary Carter 24% (30 pts) | Sierra Lichtie 19% (24 pts) | Annika Shah 18% (16 misses) | Sydney Bourland 17% (15 misses) |
| Mid-range left | 5-23 | 21.7 | 10 | Annika Shah 80% (8 pts) | Gabby Robinson 20% (2 pts) | Annika Shah 22% (4 misses) | Sierra Lichtie 22% (4 misses) |
| Mid-range center | 6-21 | 28.6 | 12 | Sidney Richards 50% (6 pts) | Sierra Lichtie 33% (4 pts) | Sierra Lichtie 33% (5 misses) | Sidney Richards 27% (4 misses) |
| Mid-range right | 13-34 | 38.2 | 26 | Sierra Lichtie 31% (8 pts) | Annika Shah 23% (6 pts) | Annika Shah 29% (6 misses) | Sidney Richards 19% (4 misses) |
| Left corner 3 | 5-19 | 26.3 | 15 | Mary Carter 60% (9 pts) | Sidney Richards 20% (3 pts) | Mary Carter 36% (5 misses) | Sidney Richards 21% (3 misses) |
| Right corner 3 | 7-15 | 46.7 | 21 | Annika Shah 29% (6 pts) | Mary Carter 29% (6 pts) | Annika Shah 38% (3 misses) | Sierra Lichtie 25% (2 misses) |
| Above-break 3 left | 22-63 | 34.9 | 66 | Mary Carter 45% (30 pts) | Annika Shah 18% (12 pts) | Annika Shah 32% (13 misses) | Mary Carter 27% (11 misses) |
| Above-break 3 center | 6-33 | 18.2 | 18 | Annika Shah 67% (12 pts) | Mary Carter 33% (6 pts) | Mary Carter 52% (14 misses) | Annika Shah 19% (5 misses) |
| Above-break 3 right | 24-44 | 54.5 | 72 | Annika Shah 46% (33 pts) | Mary Carter 33% (24 pts) | Annika Shah 45% (9 misses) | Mary Carter 35% (7 misses) |