NBA games

NO @ SA

NBA Frost Bank Center ·Final
119126
Final
Q1Q2Q3Q4T
NO22362734119
SA28382634126

Statlab take

baseline_gbm
Last 10 (SA) / 10 (NO) games this season
NO away
home SA
13% 87%

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
Trey Murphy III S 38 41 9 3
Jeremiah Fears S 31 18 3 3
Herbert Jones S 38 15 3 4
Derik Queen 25 13 5 8
Saddiq Bey S 30 10 2 4
Jose Alvarado 17 8 2 5
Jordan Hawkins 18 5 0 0
Kevon Looney S 17 5 6 0
Karlo Matkovic 9 4 5 0
Micah Peavy 18 0 5 0
Player MIN PTS REB AST
De'Aaron Fox S 31 24 3 3
Victor Wembanyama S 32 18 18 3
Stephon Castle S 35 16 4 13
Devin Vassell S 33 16 2 0
Harrison Barnes S 28 15 2 0
Julian Champagnie 26 14 1 2
Keldon Johnson 20 12 8 4
Jeremy Sochan 20 8 3 4
Lindy Waters III 10 3 1 2
Carter Bryant 6 0 1 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Devin Vassell · 3PT (3 pts) · 11:37 Q1
"Devin Vassell makes 26-foot three point jumper (Stephon Castle assists)"
Most likely first scorer (top 10)
1 Stephon Castle SA
13%
2 Victor Wembanyama SA
12%
3 Devin Vassell SA
12%
4 Jeremiah Fears NO
11%
5 Trey Murphy III NO
9%
6 Saddiq Bey NO
9%
7 Kevon Looney NO
9%
8 Herbert Jones NO
9%
9 Harrison Barnes SA
8%
10 Julian Champagnie SA
8%
Method (given top scorer)
3PT
20%
Dunk
6%
Free Throw
25%
Jumper
26%
Layup
23%

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 Victor Wembanyama SA 27.9 12.3 4.0
2 Stephon Castle SA 21.2 5.6 7.9
3 Trey Murphy III NO 15.4 5.7 3.3
4 Jeremiah Fears NO 15.2 3.7 3.5
5 Devin Vassell SA 14.5 4.0 3.2
6 Keldon Johnson SA 12.5 4.4 1.8
7 Harrison Barnes SA 12.4 3.1 3.0
8 Julian Champagnie SA 11.7 5.3 1.8
9 Saddiq Bey NO 11.1 4.1 1.6
10 Herbert Jones NO 10.2 3.6 2.0
11 Derik Queen NO 7.4 5.3 1.4
12 Jordan Hawkins NO 6.3 1.6 0.8
13 Lindy Waters III SA 5.9 1.7 1.1
14 Jose Alvarado NO 5.5 2.3 2.0
15 Carter Bryant SA 4.9 2.0 0.9
16 Micah Peavy NO 4.3 2.0 1.0
17 David Jones Garcia SA 4.2 2.0 1.5
18 Karlo Matkovic NO 4.1 2.4 0.6
19 Jordan McLaughlin SA 4.1 1.5 1.4
20 Kevon Looney NO 4.0 3.4 1.4
21 Bryce McGowens NO 2.3 0.7 0.4
22 Bismack Biyombo SA 1.8 1.7 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.