NBA games

OKC @ PHX

NBA Mortgage Matchup Center ·Final
131122
Final
Q1Q2Q3Q4T
OKC37383125131
PHX33343124122

Statlab take

baseline_gbm
Last 10 (PHX) / 10 (OKC) games this season
OKC away
home PHX
55% 45%

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
Shai Gilgeous-Alexander S 38 31 2 8
Chet Holmgren S 34 24 12 3
Ajay Mitchell S 34 22 4 6
Isaiah Hartenstein S 29 18 12 3
Alex Caruso 25 14 4 1
Cason Wallace 22 10 4 4
Isaiah Joe 7 6 0 0
Jaylin Williams 10 3 0 1
Aaron Wiggins 11 2 0 2
Luguentz Dort S 27 1 1 0
Player MIN PTS REB AST
Devin Booker S 41 24 0 6
Dillon Brooks S 42 23 4 3
Jalen Green S 39 23 6 4
Collin Gillespie S 29 20 2 2
Grayson Allen 21 12 3 3
Royce O'Neale 18 8 7 2
Oso Ighodaro S 34 8 8 4
Khaman Maluach 5 2 2 0
Jamaree Bouyea 1 2 0 0
Rasheer Fleming 9 0 1 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Collin Gillespie · 3PT (3 pts) · 11:34 Q1
"Collin Gillespie makes 26-foot three point jumper (Dillon Brooks assists)"
Most likely first scorer (top 10)
1 Shai Gilgeous-Alexander OKC
23%
2 Devin Booker PHX
12%
3 Dillon Brooks PHX
10%
4 Jalen Green PHX
10%
5 Isaiah Hartenstein OKC
9%
6 Chet Holmgren OKC
9%
7 Oso Ighodaro PHX
8%
8 Ajay Mitchell OKC
7%
9 Luguentz Dort OKC
6%
10 Collin Gillespie PHX
6%
Method (given top scorer)
3PT
3%
Dunk
1%
Free Throw
78%
Jumper
3%
Layup
14%

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 Shai Gilgeous-Alexander OKC 30.7 4.4 6.8
2 Devin Booker PHX 26.1 4.4 6.0
3 Jalen Green PHX 21.6 4.7 3.6
4 Dillon Brooks PHX 18.1 4.4 2.6
5 Chet Holmgren OKC 15.6 7.8 1.7
6 Grayson Allen PHX 11.3 3.0 2.3
7 Ajay Mitchell OKC 11.2 3.4 3.1
8 Cason Wallace OKC 8.3 3.1 1.7
9 Isaiah Joe OKC 7.6 1.5 0.7
10 Luguentz Dort OKC 7.5 2.4 1.5
11 Royce O'Neale PHX 7.3 4.1 1.7
12 Oso Ighodaro PHX 7.3 5.6 2.5
13 Collin Gillespie PHX 7.2 3.9 2.4
14 Isaiah Hartenstein OKC 7.0 7.6 1.7
15 Jared McCain OKC 6.4 1.9 1.1
16 Alex Caruso OKC 5.9 3.0 1.4
17 Aaron Wiggins OKC 5.7 1.7 1.3
18 Rasheer Fleming PHX 5.5 1.7 0.9
19 Nikola Topic OKC 5.4 1.7 3.9
20 Jaylin Williams OKC 5.1 4.9 1.6
21 Kenrich Williams OKC 5.0 3.3 1.3
22 Haywood Highsmith PHX 4.3 1.7 0.9
23 Jamaree Bouyea PHX 4.2 1.7 1.4
24 Khaman Maluach PHX 3.7 3.6 0.5
25 Ryan Dunn PHX 3.5 2.8 1.0
26 Amir Coffey PHX 3.4 1.3 0.7

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.