Pairs
The cleanest view of group contribution: two names, one shared sample, one direct winning signal.
4,223 groups
Contribution Frontier
Sample size vs. group impact
The frontier line is the useful zone: groups that still rank well after the possession count gets real. Tiny high-left spikes are interesting, but harder to trust.
Frontier groupsHigh confidenceMedium confidenceLow or insufficient
Frontier groups
6
Highest-impact pairs that keep improving as possessions grow.
Best frontier examples
Julian Champagnie + Victor Wembanyama
+0.0161 on 2,532 possessions
Derrick White + González
+0.0160 on 1,133 possessions
Dyson Daniels + CJ McCollum
+0.0157 on 1,069 possessions
Alex Caruso + Ajay Mitchell
+0.0107 on 899 possessions
Zach Edey + Jaylen Wells
+0.0095 on 439 possessions
OG Anunoby + Jose Alvarado
+0.0091 on 349 possessions
1
A+Julian Champagnie + Victor Wembanyama
2-player · 2,532 poss · high
Contrib
+0.0161Surplus
-0.0279100
2
A+Derrick White + González
2-player · 1,133 poss · high
Contrib
+0.0160Surplus
-0.0345100
3
A+Dyson Daniels + CJ McCollum
2-player · 1,069 poss · high
Contrib
+0.0157Surplus
-0.0268100
4
A+Victor Wembanyama + Stephon Castle
2-player · 2,667 poss · high
Contrib
+0.0150Surplus
-0.0158100
5
A+Devin Vassell + Victor Wembanyama
2-player · 2,173 poss · high
Contrib
+0.0148Surplus
-0.0273100
6
A+Jalen Johnson + CJ McCollum
2-player · 1,215 poss · high
Contrib
+0.0141Surplus
-0.0055100
7
A+Isaiah Hartenstein + Chet Holmgren
2-player · 1,417 poss · high
Contrib
+0.0136Surplus
-0.0281100
8
A+Shai Gilgeous-Alexander + Chet Holmgren
2-player · 2,629 poss · high
Contrib
+0.0134Surplus
-0.0382100
9
A+Onyeka Okongwu + CJ McCollum
2-player · 1,111 poss · high
Contrib
+0.0133Surplus
+0.0077100
10
A+Jalen Duren + Tobias Harris
2-player · 2,458 poss · high
Contrib
+0.0128Surplus
+0.0109100
11
A+Moussa Diabaté + Brandon Miller
2-player · 2,014 poss · high
Contrib
+0.0127Surplus
-0.0106100
12
A+LaMelo Ball + Moussa Diabaté
2-player · 2,307 poss · high
Contrib
+0.0126Surplus
-0.0168100
13
A+Donovan Mitchell + Dean Wade
2-player · 1,854 poss · high
Contrib
+0.0123Surplus
-0.0128100
14
A+Shai Gilgeous-Alexander + Cason Wallace
2-player · 2,693 poss · high
Contrib
+0.0122Surplus
-0.0047100
15
A+Cade Cunningham + Ausar Thompson
2-player · 2,972 poss · high
Contrib
+0.0122Surplus
-0.0369100
16
A+Cade Cunningham + Jalen Duren
2-player · 3,346 poss · high
Contrib
+0.0120Surplus
-0.0230100
17
A+De'Aaron Fox + Victor Wembanyama
2-player · 2,391 poss · high
Contrib
+0.0119Surplus
-0.0173100
18
A+Derrick White + Neemias Queta
2-player · 3,226 poss · high
Contrib
+0.0118Surplus
-0.0319100
19
A+Aaron Gordon + Nikola Jokić
2-player · 1,124 poss · high
Contrib
+0.0116Surplus
-0.0331100
20
A+Jalen Duren + Ausar Thompson
2-player · 2,566 poss · high
Contrib
+0.0115Surplus
-0.0111100
21
A+Duncan Robinson + Jalen Duren
2-player · 3,081 poss · high
Contrib
+0.0113Surplus
+0.0052100
22
A+Victor Wembanyama + Harper
2-player · 1,098 poss · high
Contrib
+0.0112Surplus
-0.0169100
23
A+Devin Vassell + Stephon Castle
2-player · 2,645 poss · high
Contrib
+0.0111Surplus
-0.0103100
24
A+Chet Holmgren + Cason Wallace
2-player · 2,575 poss · high
Contrib
+0.0108Surplus
-0.0082100
25
A+Shai Gilgeous-Alexander + Jaylin Williams
2-player · 1,671 poss · high
Contrib
+0.0108Surplus
-0.028499
| # | Players | Win Contrib | Adv. Surplus | Poss | Grade |
|---|---|---|---|---|---|
| 1 | Julian Champagnie + Victor Wembanyama 2-player group | +0.0161 | -0.0279 | 2,532 | A+ |
| 2 | Derrick White + González 2-player group | +0.0160 | -0.0345 | 1,133 | A+ |
| 3 | Dyson Daniels + CJ McCollum 2-player group | +0.0157 | -0.0268 | 1,069 | A+ |
| 4 | Victor Wembanyama + Stephon Castle 2-player group | +0.0150 | -0.0158 | 2,667 | A+ |
| 5 | Devin Vassell + Victor Wembanyama 2-player group | +0.0148 | -0.0273 | 2,173 | A+ |
| 6 | Jalen Johnson + CJ McCollum 2-player group | +0.0141 | -0.0055 | 1,215 | A+ |
| 7 | Isaiah Hartenstein + Chet Holmgren 2-player group | +0.0136 | -0.0281 | 1,417 | A+ |
| 8 | Shai Gilgeous-Alexander + Chet Holmgren 2-player group | +0.0134 | -0.0382 | 2,629 | A+ |
| 9 | Onyeka Okongwu + CJ McCollum 2-player group | +0.0133 | +0.0077 | 1,111 | A+ |
| 10 | Jalen Duren + Tobias Harris 2-player group | +0.0128 | +0.0109 | 2,458 | A+ |
| 11 | Moussa Diabaté + Brandon Miller 2-player group | +0.0127 | -0.0106 | 2,014 | A+ |
| 12 | LaMelo Ball + Moussa Diabaté 2-player group | +0.0126 | -0.0168 | 2,307 | A+ |
| 13 | Donovan Mitchell + Dean Wade 2-player group | +0.0123 | -0.0128 | 1,854 | A+ |
| 14 | Shai Gilgeous-Alexander + Cason Wallace 2-player group | +0.0122 | -0.0047 | 2,693 | A+ |
| 15 | Cade Cunningham + Ausar Thompson 2-player group | +0.0122 | -0.0369 | 2,972 | A+ |
| 16 | Cade Cunningham + Jalen Duren 2-player group | +0.0120 | -0.0230 | 3,346 | A+ |
| 17 | De'Aaron Fox + Victor Wembanyama 2-player group | +0.0119 | -0.0173 | 2,391 | A+ |
| 18 | Derrick White + Neemias Queta 2-player group | +0.0118 | -0.0319 | 3,226 | A+ |
| 19 | Aaron Gordon + Nikola Jokić 2-player group | +0.0116 | -0.0331 | 1,124 | A+ |
| 20 | Jalen Duren + Ausar Thompson 2-player group | +0.0115 | -0.0111 | 2,566 | A+ |
| 21 | Duncan Robinson + Jalen Duren 2-player group | +0.0113 | +0.0052 | 3,081 | A+ |
| 22 | Victor Wembanyama + Harper 2-player group | +0.0112 | -0.0169 | 1,098 | A+ |
| 23 | Devin Vassell + Stephon Castle 2-player group | +0.0111 | -0.0103 | 2,645 | A+ |
| 24 | Chet Holmgren + Cason Wallace 2-player group | +0.0108 | -0.0082 | 2,575 | A+ |
| 25 | Shai Gilgeous-Alexander + Jaylin Williams 2-player group | +0.0108 | -0.0284 | 1,671 | A+ |
Showing 25 of 100 pairs sorted by win contribution per 100Player rankings