NBA games

CHI @ LAL

NBA crypto.com Arena ·Final
146115
Final
Q1Q2Q3Q4T
CHI32333942146
LAL31312726115

Statlab take

baseline_gbm
Last 10 (LAL) / 10 (CHI) games this season
CHI away
home LAL
47% 53%

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
Coby White S 34 36 3 2
Matas Buzelis S 30 31 2 1
Josh Giddey S 33 15 10 17
Kevin Huerter S 34 14 3 2
Patrick Williams 23 14 3 3
Dalen Terry 24 13 4 4
Nikola Vucevic S 26 12 12 5
Zach Collins 18 9 3 4
Jevon Carter 4 2 1 0
Talen Horton-Tucker 3 0 0 0
Player MIN PTS REB AST
Luka Doncic S 32 34 8 6
Austin Reaves S 34 25 2 5
LeBron James S 31 17 6 4
Jaxson Hayes S 25 10 4 2
Gabe Vincent 19 6 3 0
Dalton Knecht 7 6 1 1
Rui Hachimura 18 5 2 0
Jordan Goodwin 15 4 3 1
Shake Milton 7 2 1 1
Bronny James 7 2 0 1

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Nikola Vucevic · 3PT (3 pts) · 11:06 Q1
"Nikola Vucevic makes 25-foot three point shot (Josh Giddey assists)"
Most likely first scorer (top 10)
1 LeBron James LAL
13%
2 Luka Doncic LAL
10%
3 Coby White CHI
9%
4 Nikola Vucevic CHI
7%
5 Rui Hachimura LAL
7%
6 Jaxson Hayes LAL
7%
7 Austin Reaves LAL
7%
8 Dalton Knecht LAL
7%
9 Matas Buzelis CHI
6%
10 Markieff Morris LAL
5%
Method (given top scorer)
3PT
7%
Dunk
2%
Free Throw
45%
Jumper
24%
Layup
22%

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 Luka Doncic LAL 29.6 8.0 9.3
2 LeBron James LAL 27.4 10.3 6.8
3 Coby White CHI 26.5 4.9 4.2
4 Josh Giddey CHI 24.1 10.2 8.5
5 Austin Reaves LAL 22.5 5.4 5.7
6 Nikola Vucevic CHI 16.8 8.6 3.0
7 Kevin Huerter CHI 15.2 4.2 2.9
8 Rui Hachimura LAL 14.4 4.8 1.6
9 Dalton Knecht LAL 13.7 3.8 2.0
10 Matas Buzelis CHI 11.5 4.5 1.6
11 Jaxson Hayes LAL 10.4 7.1 1.5
12 Gabe Vincent LAL 10.0 1.7 1.8
13 Zach Collins CHI 9.4 6.6 1.6
14 Dorian Finney-Smith LAL 9.2 3.4 1.4
15 Jordan Goodwin LAL 9.2 4.3 2.0
16 Patrick Williams CHI 6.7 2.8 1.3
17 Julian Phillips CHI 6.1 3.0 1.1
18 Jarred Vanderbilt LAL 5.9 4.5 1.5
19 Jalen Smith CHI 5.1 4.5 0.9
20 Dalen Terry CHI 4.8 1.8 1.1
21 Bronny James LAL 4.7 1.5 1.2
22 Shake Milton LAL 4.4 1.9 1.1
23 Markieff Morris LAL 4.2 1.6 1.2
24 Christian Koloko LAL 3.5 2.8 0.9
25 Talen Horton-Tucker CHI 3.1 1.3 0.8
26 Alex Len LAL 3.1 2.7 0.9
27 Jevon Carter CHI 3.0 0.9 1.2

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.