NBA games

BOS @ WSH

NBA Capital One Arena ·Final
146101
Final
Q1Q2Q3Q4T
BOS32344337146
WSH26332715101

Statlab take

baseline_gbm
Last 10 (WSH) / 10 (BOS) games this season
BOS away
home WSH
79% 21%

GBT team-winner trained on ~3 seasons of NBA games (68.8% holdout accuracy). Features: 10-game rolling form / points-for / points-against diff + rest days + back-to-back flags.

Box score

Player MIN PTS REB AST
Derrick White S 29 30 7 9
Jordan Walsh S 30 22 7 3
Payton Pritchard S 32 20 6 8
Neemias Queta S 21 17 4 2
Anfernee Simons 25 16 2 3
Hugo Gonzalez 18 14 5 0
Josh Minott 22 11 4 2
Sam Hauser S 21 6 2 3
Luka Garza 8 5 2 1
Baylor Scheierman 25 5 6 3
Player MIN PTS REB AST
CJ McCollum S 31 22 2 3
Khris Middleton S 25 16 3 4
Kyshawn George S 28 15 3 1
Tristan Vukcevic 11 10 4 1
Justin Champagnie 15 9 7 1
Will Riley 27 7 4 2
Bub Carrington 28 7 3 2
Marvin Bagley III S 26 5 6 0
Cam Whitmore 18 4 0 2
Anthony Gill 5 2 1 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Neemias Queta · Layup (2 pts) · 11:41 Q1
"Neemias Queta makes 1-foot two point shot (Jordan Walsh assists)"
Most likely first scorer (top 10)
1 Kyshawn George WSH
12%
2 Neemias Queta BOS
11%
3 CJ McCollum WSH
10%
4 Payton Pritchard BOS
10%
5 Jordan Walsh BOS
10%
6 Marvin Bagley III WSH
10%
7 Derrick White BOS
9%
8 Khris Middleton WSH
9%
9 Justin Champagnie WSH
9%
10 Xavier Tillman BOS
9%
Method (given top scorer)
3PT
20%
Dunk
5%
Free Throw
6%
Jumper
52%
Layup
17%

Per-player binary classifier — features: starter status, recent PPG/FGA/3PM, starter-rate, home/away. Probabilities normalized so the field sums to 100%.

Statlab projections

Trained on 68258 player-games; PTS MAE 4.7 (naive 6.8)
# Player Team Pred PTS Pred REB Pred AST
1 CJ McCollum WSH 21.6 3.9 3.7
2 Payton Pritchard BOS 20.1 4.7 4.8
3 Derrick White BOS 19.8 4.7 5.6
4 Kyshawn George WSH 15.4 5.5 5.9
5 Anfernee Simons BOS 12.6 3.0 3.7
6 Neemias Queta BOS 11.0 9.4 1.5
7 Khris Middleton WSH 10.6 3.9 4.0
8 Cam Whitmore WSH 9.8 3.7 1.2
9 Marvin Bagley III WSH 8.9 5.8 1.3
10 Bub Carrington WSH 8.4 2.9 3.6
11 Jordan Walsh BOS 8.1 5.8 1.5
12 Tristan Vukcevic WSH 7.4 2.9 1.4
13 Sam Hauser BOS 7.1 3.7 1.7
14 Josh Minott BOS 6.6 3.8 1.2
15 Luka Garza BOS 5.8 3.4 0.8
16 Baylor Scheierman BOS 5.2 2.0 1.0
17 Justin Champagnie WSH 4.6 3.5 1.0
18 Malaki Branham WSH 4.1 1.7 0.8
19 Hugo Gonzalez BOS 3.8 2.2 0.9
20 Xavier Tillman BOS 3.5 2.6 0.7
21 Will Riley WSH 3.5 1.9 0.9
22 Chris Boucher BOS 3.3 2.5 0.4
23 Ron Harper Jr. BOS 3.1 0.8 0.7
24 Anthony Gill WSH 2.8 1.6 0.5
25 Jamir Watkins WSH 2.3 1.5 0.3
26 Amari Williams BOS 2.1 1.9 0.5
27 AJ Johnson WSH 1.5 0.7 0.4

GBT MultiOutput regressor per player — 9 targets (PTS/REB/AST/STL/BLK/TO/MIN/FG/3PT). Features: rolling form last 10 games + opponent allowed averages + rest days. Sorted by predicted PTS.