🐻⬇️🏀

Hope

Also known as: Hope
Program History

Model Outputs

2024-2025
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. More → 1137 (#35) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 1142 (#63) -
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.4 More → +26.9 (#7) HCA +2.4
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → 0.973 (#171) -
Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. NetEff +23.7 More → 0.950 (#47) NetEff +23.7
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet +38.7 More → 0.989 (#117) AdjNet +38.7
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet +38.4 More → 0.990 (#122) AdjNet +38.4
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 78.1 | AdjD 53.7 More → 0.902 (#120) AdjO 78.1 | AdjD 53.7

2025 Schedule & Results

Date Vs/At Opponent Result Score
2024-11-08 vs Wilmington (OH) W 99 - 63
2024-11-15 vs Loras W 60 - 37
2024-11-16 vs Ill. Wesleyan L 65 - 74
2024-11-22 vs Anderson (IN) W 82 - 52
2024-11-23 vs Carroll (WI) L 75 - 80
2024-11-26 vs Wis.-La Crosse W 68 - 65
2024-11-30 vs UW-River Falls W 72 - 53
2024-12-04 vs Albion W 71 - 52
2024-12-07 @ Olivet W 77 - 49
2024-12-14 vs St. Mary's (IN) W 82 - 39
2024-12-18 vs Muskingum W 83 - 49
2024-12-19 @ Wittenberg W 64 - 45
2025-01-04 @ Calvin W 72 - 64
2025-01-11 @ Trine L 66 - 76
2025-01-15 @ Kalamazoo W 97 - 43
2025-01-18 @ Alma W 80 - 67
2025-01-22 vs Adrian W 97 - 46
2025-01-25 vs Olivet W 82 - 50
2025-01-29 @ Albion W 72 - 61
2025-02-01 vs Calvin W 77 - 65
2025-02-05 @ St. Mary's (IN) W 79 - 41
2025-02-12 vs Kalamazoo W 95 - 57
2025-02-15 vs Trine L 63 - 80
2025-02-19 @ Adrian W 88 - 63
2025-02-22 vs Alma W 80 - 53
2025-02-28 vs Calvin L 62 - 66

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/G PM/40 FG% 3P% FT% RAPM TS% eFG%
Olivia Bellows - 26 19.3 11.4 2.5 1.0 0.6 0.2 2.3 9.5 3.9 -19 -0.7 -1.0 39.9 38.2 65.7 -0.06 50.9 46.8
Jada Garner - 26 22.6 9.8 3.7 2.1 1.2 0.1 1.0 6.2 9.7 10 0.4 0.5 50.0 45.7 75.7 0.14 61.7 54.9
Anna Richards - 26 22.3 9.0 4.2 1.8 1.4 0.1 1.0 7.5 7.8 26 1.0 1.0 41.3 38.9 83.7 0.79 54.2 50.3
Tori Jones - 1 27.0 9.0 3.0 0.0 0.0 0.0 2.0 9.0 1.0 -11 -0.5 -0.6 33.3 28.6 100.0 -0.38 47.7 44.4
Maddie Petroelje - 7 17.9 8.3 2.6 0.7 1.3 0.6 0.6 8.4 4.4 14 0.8 1.3 30.5 32.4 90.9 -0.23 45.4 40.7
Claudia Harrington - 1 20.0 8.0 4.0 0.0 1.0 0.0 1.0 14.0 -2.0 10 0.5 0.6 21.4 0.0 100.0 0.28 26.9 21.4
Sydney Vis - 26 16.1 7.9 3.2 1.1 1.4 0.3 1.5 7.2 5.2 28 0.8 1.1 39.8 39.0 77.3 -0.02 49.9 46.0
Maddie Petroejle - 19 17.7 7.9 2.8 0.4 1.2 0.6 0.9 7.3 4.7 - - - 40.6 35.2 80.0 - 53.0 51.8
Leah Richards - 26 19.0 7.6 6.3 0.7 1.8 0.6 0.7 5.5 10.8 76 2.1 3.4 45.8 39.1 78.4 0.67 56.4 48.9
Terin Maynard - 26 18.9 6.8 2.6 2.2 0.8 0.0 1.6 6.1 4.7 55 1.5 2.6 40.5 29.3 61.0 -0.07 47.8 44.3
Courtney Hivick - 1 20.0 6.0 3.0 0.0 2.0 3.0 3.0 4.0 7.0 -16 -0.8 -1.1 50.0 0 100.0 0.02 61.5 50.0
Julia Jaenke - 1 15.0 5.0 2.0 2.0 0.0 1.0 0.0 8.0 2.0 -9 -0.3 -0.5 25.0 0.0 50.0 -0.22 28.2 25.0
Jocelynn Thorn - 1 6.0 4.0 1.0 0.0 0.0 0.0 0.0 2.0 3.0 23 1.0 3.1 50.0 100.0 50.0 0.5 69.4 75.0
Chloe Brunsberg - 26 12.6 3.6 1.8 0.5 0.7 0.0 0.2 3.4 2.9 -23 -0.7 -2.1 37.5 32.1 75.0 -0.54 49.8 47.7
Courtney Lee - 25 14.4 3.4 5.0 0.6 1.0 0.4 0.6 3.1 6.6 8 0.3 0.6 44.9 0 73.7 0.0 48.6 44.9
Lauren Leach - 21 13.7 3.0 0.9 1.0 0.8 0.2 0.8 1.9 3.1 -4 -0.2 -0.3 47.5 59.1 61.1 -0.23 64.7 63.7
Mckenna Baney - 1 16.0 3.0 5.0 0.0 1.0 0.0 0.0 5.0 4.0 -55 -1.7 -2.5 0.0 0.0 75.0 -0.34 22.2 0.0
Laurell Brown - 1 16.0 3.0 2.0 1.0 1.0 0.0 1.0 3.0 3.0 -14 -0.5 -0.8 33.3 0 100.0 0.32 43.6 33.3
Gracie Brown - 1 7.0 3.0 1.0 0.0 0.0 0.0 1.0 3.0 0.0 -4 -0.2 -0.6 33.3 100.0 0 0.07 50.0 50.0
Kenzie Bicking - 1 11.0 3.0 2.0 1.0 0.0 0.0 0.0 5.0 1.0 -63 -2.6 -5.1 20.0 20.0 0 -0.62 30.0 30.0
Mckinzi Linscott - 1 13.0 3.0 3.0 0.0 0.0 0.0 0.0 3.0 3.0 -82 -2.8 -3.7 33.3 33.3 0 -0.69 50.0 50.0
Makiya Edwards - 1 10.0 2.0 5.0 1.0 0.0 1.0 1.0 2.0 6.0 -70 -2.5 -6.3 50.0 0 0 -0.73 50.0 50.0
Brooklyn Robak - 26 6.1 1.8 1.0 0.5 0.6 0.0 0.7 1.5 1.7 -9 -0.5 -1.9 31.6 11.1 92.0 -0.13 49.0 32.9
Sarah Laprairie - 2 4.0 1.5 0.0 0.0 0.5 0.0 0.0 2.0 0.0 1 0.1 0.5 25.0 50.0 0 0.15 37.5 37.5
Grayson Guy - 26 3.4 1.2 1.0 0.2 0.2 0.0 0.4 0.9 1.3 -9 -0.4 -2.6 47.8 0 33.3 -0.23 44.4 47.8
Katie Blazei - 24 3.0 1.1 1.0 0.0 0.1 0.1 0.2 1.0 1.0 -75 -3.3 -16.2 41.7 0.0 50.0 -0.19 44.4 41.7
Lily Miller - 26 2.1 1.0 0.9 0.0 0.0 0.0 0.2 0.5 1.3 -7 -0.3 -3.6 61.5 0 75.0 0.24 68.4 61.5
Emma Yakey - 26 2.5 0.7 0.3 0.1 0.1 0.1 0.2 0.5 0.6 23 1.1 11.1 35.7 30.8 80.0 0.27 55.6 50.0
Morgan Miller - 12 0.8 0.4 0.1 0.0 0.1 0.0 0.0 0.5 0.1 192 5.3 5.7 33.3 50.0 0 0.87 41.7 41.7
Lina Rea - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Lizzy Allen - 1 23.0 0.0 1.0 2.0 0.0 0.0 0.0 4.0 -1.0 12 0.7 1.1 0.0 0.0 0 -0.2 0.0 0.0
Sydney Reynolds - 1 9.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 -2.0 -25 -0.8 -2.8 0.0 0 0 0.12 0.0 0.0
Kendall Dye - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -44 -2.1 -5.5 0 0 0 -0.33 0 0
Abby Boeing - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 12 0.9 4.5 0 0 0 0.19 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