Ryan Rollins

Milwaukee Bucks

PG 6-4 180 lb 3 yr exp Toledo
3.6 Predictability score 62 games started, 2025-26
Season 2025-26 season backtest

Projected vs actual profile

Season averages, axes scaled to an elite starter level.

Model vs naive baseline

The naive forecaster projects the average of season and last-5 games. We publish the comparison for every stat, whichever side wins.

StatAvgModel MAENaive MAESkill
Points 17.42 5.54 5.56 +6.4%
Rebounds 4.66 2.06 2.08 +0.8%
Assists 5.65 1.99 2.03 +3.2%
3PM 2.58 1.25 1.32 +3.2%

Skill = CRPS improvement of the full probability distribution over a Poisson naive, per game. Points and rebounds drive the headline score; assists and threes are shown for transparency.

Game by game: predicted vs actual

The shaded band is the model's 10th to 90th percentile before tip-off. Dots are what he actually did.

Every game he started

DateOpponent PointsReboundsAssists3PM
2026-04-08 @ Detroit Pistons 23 (17.2) 2 (3.7) 6 (4.9) 1 (2.4)
2026-04-05 vs Memphis Grizzlies 24 (19.2) 4 (4.5) 3 (6.2) 4 (2.5)
2026-03-31 vs Dallas Mavericks 24 (20.9) 7 (4.7) 9 (6.7) 4 (2.6)
2026-03-28 vs San Antonio Spurs 12 (19.3) 1 (4.6) 4 (5.8) 0 (2.5)
2026-03-25 @ Portland Trail Blazers 36 (18.6) 4 (4.6) 4 (5.9) 6 (2.2)
2026-03-23 @ Los Angeles Clippers 13 (17.6) 4 (4.2) 7 (5.4) 1 (2.3)
2026-03-21 @ Phoenix Suns 26 (17.0) 10 (4.4) 7 (5.9) 3 (2.3)
2026-03-19 @ Utah Jazz 15 (17.7) 3 (4.5) 5 (6.2) 3 (2.6)
2026-03-17 vs Cleveland Cavaliers 19 (16.7) 3 (4.3) 4 (5.9) 3 (2.5)
2026-03-15 vs Indiana Pacers 20 (17.3) 2 (4.9) 7 (6.5) 3 (2.5)
2026-03-14 @ Atlanta Hawks 22 (16.8) 3 (4.6) 8 (6.2) 4 (2.3)
2026-03-10 vs Phoenix Suns 14 (17.6) 3 (5.2) 7 (6.2) 2 (2.2)
2026-03-08 vs Orlando Magic 15 (16.5) 1 (4.6) 1 (6.2) 3 (2.1)
2026-03-07 vs Utah Jazz 13 (17.3) 11 (4.5) 8 (6.8) 3 (2.2)
2026-03-04 vs Atlanta Hawks 13 (16.4) 8 (4.6) 12 (6.1) 2 (2.1)
2026-03-01 @ Chicago Bulls 11 (17.4) 7 (5.0) 7 (5.5) 1 (2.2)
2026-02-27 vs New York Knicks 13 (17.1) 4 (4.5) 4 (5.7) 2 (2.4)
2026-02-25 vs Cleveland Cavaliers 18 (18.6) 3 (4.2) 9 (5.5) 2 (2.4)
2026-02-24 vs Miami Heat 21 (19.3) 4 (4.9) 5 (5.3) 1 (2.7)
2026-02-22 vs Toronto Raptors 21 (17.4) 9 (4.1) 1 (5.1) 4 (2.7)
2026-02-20 @ New Orleans Pelicans 27 (18.4) 2 (4.4) 6 (5.5) 7 (2.5)
2026-02-09 @ Orlando Magic 14 (17.5) 6 (4.2) 3 (5.7) 2 (2.3)
2026-02-06 vs Indiana Pacers 22 (18.7) 4 (4.9) 4 (6.3) 4 (2.2)
2026-02-04 vs New Orleans Pelicans 27 (18.2) 4 (4.7) 4 (6.6) 3 (2.4)
2026-02-03 vs Chicago Bulls 21 (18.4) 7 (5.2) 10 (5.9) 5 (2.2)
2026-02-01 @ Boston Celtics 25 (16.2) 6 (4.7) 7 (5.0) 3 (2.0)
2026-01-29 @ Washington Wizards 17 (17.2) 3 (5.2) 8 (5.2) 3 (2.0)
2026-01-27 @ Philadelphia 76ers 24 (16.3) 8 (4.3) 4 (5.1) 2 (2.0)
2026-01-23 vs Denver Nuggets 21 (15.1) 4 (4.6) 1 (5.5) 4 (1.9)
2026-01-21 vs Oklahoma City Thunder 10 (14.9) 3 (4.8) 7 (4.8) 2 (1.9)
2026-01-19 @ Atlanta Hawks 14 (16.0) 3 (5.1) 3 (5.2) 1 (2.3)
2026-01-15 @ San Antonio Spurs 6 (15.0) 7 (4.4) 7 (4.6) 1 (2.0)
2026-01-13 vs Minnesota Timberwolves 11 (16.4) 7 (4.1) 3 (5.1) 1 (2.1)
2026-01-11 @ Denver Nuggets 2 (15.4) 6 (4.0) 4 (5.0) 0 (2.3)
2026-01-09 @ Los Angeles Lakers 10 (16.5) 6 (4.2) 2 (5.5) 1 (2.3)
2026-01-07 @ Golden State Warriors 16 (16.5) 7 (4.3) 4 (4.9) 2 (2.3)
2026-01-04 @ Sacramento Kings 12 (16.8) 6 (4.4) 3 (5.6) 2 (2.4)
2026-01-02 vs Charlotte Hornets 29 (17.1) 4 (4.5) 8 (5.4) 6 (2.3)
2025-12-31 vs Washington Wizards 16 (16.8) 7 (4.5) 7 (5.7) 4 (2.1)
2025-12-29 @ Charlotte Hornets 13 (16.9) 3 (4.3) 4 (5.7) 2 (2.2)
2025-12-27 @ Chicago Bulls 20 (16.5) 7 (4.1) 5 (5.6) 5 (2.1)
2025-12-14 @ Brooklyn Nets 11 (17.6) 2 (4.1) 5 (5.9) 1 (2.2)
2025-12-11 vs Boston Celtics 10 (18.5) 2 (4.8) 7 (5.7) 2 (2.1)
2025-12-06 @ Detroit Pistons 10 (17.7) 6 (3.7) 6 (5.6) 1 (2.1)
2025-12-05 vs Philadelphia 76ers 16 (17.3) 6 (4.0) 7 (5.6) 2 (2.4)
2025-12-03 vs Detroit Pistons 22 (18.6) 4 (4.1) 8 (5.3) 1 (2.3)
2025-12-01 @ Washington Wizards 14 (19.0) 2 (4.4) 5 (5.7) 3 (2.3)
2025-11-29 vs Brooklyn Nets 10 (19.5) 2 (4.7) 4 (6.9) 1 (2.3)
2025-11-28 @ New York Knicks 13 (19.2) 5 (4.2) 6 (6.1) 3 (2.5)
2025-11-26 @ Miami Heat 26 (19.8) 7 (3.7) 5 (6.8) 4 (2.3)
2025-11-24 vs Portland Trail Blazers 10 (21.0) 5 (4.2) 7 (6.4) 0 (2.3)
2025-11-22 vs Detroit Pistons 24 (19.7) 5 (4.1) 7 (6.4) 3 (2.2)
2025-11-20 vs Philadelphia 76ers 32 (17.4) 6 (4.0) 14 (5.8) 2 (2.2)
2025-11-17 @ Cleveland Cavaliers 24 (16.3) 3 (4.0) 5 (5.4) 5 (2.0)
2025-11-15 vs Los Angeles Lakers 10 (17.6) 1 (4.3) 3 (6.0) 0 (2.3)
2025-11-14 vs Charlotte Hornets 20 (17.6) 8 (4.0) 4 (5.7) 4 (2.2)
2025-11-12 @ Charlotte Hornets 25 (15.8) 5 (3.9) 6 (5.1) 4 (2.3)
2025-11-10 @ Dallas Mavericks 13 (15.7) 4 (4.1) 8 (5.5) 2 (1.8)
2025-11-09 vs Houston Rockets 19 (16.8) 2 (3.5) 5 (5.9) 3 (2.3)
2025-11-07 vs Chicago Bulls 20 (17.9) 6 (3.6) 4 (6.1) 4 (2.3)
2025-11-04 @ Toronto Raptors 11 (17.6) 0 (4.5) 5 (5.8) 1 (2.2)
2025-11-03 @ Indiana Pacers 10 (18.7) 5 (4.3) 7 (5.8) 2 (2.1)

Bold = actual, in brackets = model projection before the game. Only games he started are shown: our projections assume the starting five, so a scratch is not a model miss.

About this data

The 2025-26 season is a holdout backtest: the models were trained and validated only on seasons up to 2024-25, then predicted every 2025-26 game. The season is fully out-of-sample, with one caveat: historical features use realized lineups, while live production predicts from the expected starting five, so live accuracy can run marginally lower. Projections and full distributions for today's games are on the NBA player projections page, and the methodology behind every model is on the methodology page.