Player ratings

Keel Impact is our all-in-one number: points per 100 possessions a player adds over an average one, split into offence and defence. It is regularised adjusted plus-minus over every lineup of the season, shrunk toward what his box score predicts rather than toward zero — the approach behind the public impact metrics, fitted on our own play by play. Garbage time is left out. Next to it, the classic ratings, all computed here from the same games.

Which rating knows the most

Each rating from one season, the players who took the floor the next, weighted by their minutes: how well that predicts every game margin of the next season (correlation, higher is better). Averaged over ; hover or use the arrow keys for each.

Needs a following season to grade against.

Table

Rating

The honest read: the gaps at the top are within noise over two seasons (0 games each). Plain plus-minus and on/off trail the box-score ratings; Impact is the one that also splits offence from defence.

Where the numbers disagree

Impact against PER, in standard deviations, 1,000+ minutes.

Impact rates higher

Marcus SmartLAL+3.2 · PER 9.9Donte DiVincenzoMIN+3.5 · PER 12.4Julian ChampagnieSAS+3.7 · PER 13.1Derrick WhiteBOS+5.0 · PER 16.0Devin VassellSAS+3.4 · PER 13.0Herbert JonesNOP+1.4 · PER 9.1

Box score rates higher

Giannis AntetokounmpoMIL+4.8 · PER 32.4ICIsaiah CollierUTA-3.5 · PER 14.8Alperen SengunHOU-0.2 · PER 21.3NCNicolas ClaxtonBKN-1.7 · PER 17.7Zion WilliamsonNOP+0.7 · PER 22.7Maxime RaynaudSAC-2.2 · PER 16.1

#Rank	Player	Impact ↓	Off	Def	Box	RAPM	PER	GmSc/36	On/off	Min
1	Shai Gilgeous-AlexanderOKC	+8.0	+5.8	+2.3	+4.2	+6.5	30.8	28.6	+8.8	2,264
2	Victor WembanyamaSAS	+7.4	+2.8	+4.6	+4.3	+5.2	29.8	27.6	+12.2	1,870
3	Nikola JokicDEN	+7.2	+6.1	+1.0	+4.6	+5.5	32.0	29.6	+15.0	2,265
4	Kawhi LeonardLAC	+6.9	+4.8	+2.0	+3.5	+5.8	27.8	25.2	+12.8	2,091
5	Chet HolmgrenOKC	+5.7	+2.0	+3.7	+1.8	+6.1	21.7	19.3	+6.4	1,995
6	Derrick WhiteBOS	+5.0	+1.9	+3.1	+1.7	+4.9	16.0	14.5	+10.5	2,624
7	Giannis AntetokounmpoMIL	+4.8	+4.2	+0.6	+2.9	+3.7	32.4	29.6	+14.6	1,041
8	Jimmy ButlerGSW	+4.8	+3.5	+1.3	+2.8	+3.0	23.4	22.1	+7.0	1,185
9	Luka DoncicLAL	+4.6	+4.3	+0.3	+3.9	+2.8	27.9	26.6	+2.8	2,293
10	Donovan MitchellCLE	+4.3	+4.0	+0.4	+2.6	+3.4	22.9	22.5	+5.6	2,344
11	Cade CunninghamDET	+4.3	+3.3	+1.0	+2.3	+3.3	21.7	21.2	+8.3	2,172
12	Bam AdebayoMIA	+4.2	+2.4	+1.9	+1.6	+3.6	18.7	18.6	+12.1	2,364
13	Ausar ThompsonDET	+4.1	+0.9	+3.2	+1.5	+4.2	16.3	14.3	+10.1	1,900
14	ATAmen ThompsonHOU	+4.0	+1.9	+2.2	+1.3	+4.1	19.0	16.7	+8.0	2,952
15	OG AnunobyNYK	+4.0	+2.1	+1.8	+1.2	+4.0	15.8	14.3	+10.6	2,225
16	Dyson DanielsATL	+3.9	+1.6	+2.3	+1.4	+4.1	15.6	14.4	+7.9	2,524
17	Neemias QuetaBOS	+3.9	+0.7	+3.2	+1.2	+3.9	20.4	16.4	+7.6	1,926
18	Jalen SuggsORL	+3.7	+0.4	+3.4	+1.5	+3.4	15.4	15.1	+9.3	1,571
19	Julian ChampagnieSAS	+3.7	+2.3	+1.4	+0.4	+4.6	13.1	12.2	+7.7	2,263
20	LaMelo BallCHA	+3.6	+4.3	-0.7	+2.0	+2.7	19.7	19.2	+7.0	2,017
21	Jalen DurenDET	+3.6	+2.4	+1.2	+1.9	+2.3	26.1	23.4	+9.4	1,976
22	Donte DiVincenzoMIN	+3.5	+1.6	+1.8	+1.0	+3.9	12.4	11.8	+8.7	2,497
23	Devin VassellSAS	+3.4	+2.8	+0.6	+0.5	+3.8	13.0	12.5	+5.6	2,043
24	Jarrett AllenCLE	+3.4	+1.9	+1.4	+1.5	+2.7	21.9	19.9	+4.6	1,523
25	Joel EmbiidPHI	+3.3	+3.2	+0.1	+1.6	+3.1	24.7	23.6	+5.2	1,198
26	Stephen CurryGSW	+3.3	+4.0	-0.7	+2.6	+2.6	22.2	22.5	-3.2	1,330
27	Scottie BarnesTOR	+3.3	+0.9	+2.4	+1.8	+2.7	19.3	18.0	+5.5	2,682
28	Lauri MarkkanenUTA	+3.3	+2.0	+1.3	+2.1	+2.9	21.0	21.1	+7.7	1,444
29	Marcus SmartLAL	+3.2	+0.6	+2.6	-0.1	+5.0	9.9	9.2	+11.2	1,768
30	Moussa DiabateCHA	+3.2	+2.0	+1.2	+0.8	+3.3	17.3	14.2	+9.2	1,899
31	CJ McCollumATL	+3.2	+1.7	+1.5	+0.8	+3.6	16.0	16.0	+7.4	2,262
32	Devin BookerPHX	+3.2	+2.0	+1.1	+0.9	+2.9	20.1	19.8	-0.7	2,145
33	Austin ReavesLAL	+3.2	+2.2	+1.0	+1.6	+2.5	20.3	19.2	+2.8	1,759
34	Ajay MitchellOKC	+3.1	+1.4	+1.7	+0.8	+3.4	16.8	15.6	-0.8	1,471
35	Mitchell RobinsonNYK	+3.1	+1.0	+2.1	+1.9	+2.1	21.3	16.5	+3.5	1,176
36	Alex CarusoOKC	+3.1	-0.1	+3.1	+0.5	+3.6	12.8	11.6	+4.0	1,020
37	Collin GillespiePHX	+3.0	+1.9	+1.0	+1.4	+2.3	15.3	14.0	+3.8	2,276
38	Tyrese MaxeyPHI	+2.9	+1.8	+1.1	+3.0	+0.8	21.9	20.9	+5.4	2,662
39	Isaiah HartensteinOKC	+2.8	+0.9	+1.9	+1.0	+2.8	19.8	16.9	-0.5	1,141
40	Jamal MurrayDEN	+2.8	+4.7	-1.9	+2.5	+1.3	21.7	21.0	+3.8	2,653
41	Jordan GoodwinPHX	+2.8	+1.1	+1.7	+1.1	+2.4	14.7	12.9	+4.4	1,575
42	Kevin DurantHOU	+2.8	+2.4	+0.4	+1.3	+2.1	21.1	19.5	+0.8	2,842
43	Jalen SmithCHI	+2.7	+1.9	+0.8	+0.6	+3.2	16.6	15.6	+11.1	1,092
44	Nickeil Alexander-WalkerATL	+2.6	+2.2	+0.4	+1.6	+2.5	16.5	16.5	+5.9	2,605
45	Robert Williams IIIPOR	+2.6	-0.1	+2.7	+1.8	+1.5	22.4	18.7	+4.0	1,007
46	Brandon MillerCHA	+2.6	+1.2	+1.4	+0.8	+2.2	16.8	16.3	-0.7	1,968
47	Evan MobleyCLE	+2.6	+1.0	+1.6	+1.6	+2.4	20.1	18.5	+4.9	2,074
48	Aaron GordonDEN	+2.6	+2.1	+0.5	+1.0	+2.8	18.5	17.3	+11.2	1,004
49	Cason WallaceOKC	+2.5	-0.3	+2.8	+1.0	+2.0	12.2	10.9	-1.8	2,046
50	DHDylan HarperSAS	+2.5	+1.2	+1.3	+0.2	+3.2	16.2	15.4	+2.5	1,559
51	Anthony EdwardsMIN	+2.5	+2.8	-0.4	+2.3	+0.7	21.9	21.3	+2.3	2,133
52	MMMiles McBrideNYK	+2.4	+2.0	+0.4	+0.6	+3.2	13.1	12.2	+8.9	1,080
53	Paul GeorgePHI	+2.4	+0.9	+1.5	+1.6	+1.8	16.8	15.9	-0.1	1,132
54	De'Aaron FoxSAS	+2.4	+2.2	+0.2	+1.2	+2.3	17.6	17.2	-2.4	2,229
55	Duncan RobinsonDET	+2.3	+2.6	-0.3	+0.4	+3.1	12.5	11.8	+5.3	2,112
56	Immanuel QuickleyTOR	+2.3	+1.8	+0.5	+1.7	+1.3	16.6	15.9	+0.5	2,236
57	Jrue HolidayPOR	+2.3	+0.8	+1.4	+0.8	+2.6	16.4	16.1	+8.3	1,557
58	Sam MerrillCLE	+2.3	+2.3	0.0	+0.7	+2.6	13.5	12.9	+1.4	1,375
59	Javonte GreenDET	+2.3	-0.5	+2.8	+1.0	+1.9	14.1	12.7	-0.5	1,445
60	Isaiah JoeOKC	+2.3	+1.6	+0.7	+0.9	+2.0	15.4	14.2	-0.1	1,506
61	Jalen BrunsonNYK	+2.2	+3.2	-0.9	+1.4	+1.5	20.0	19.5	-3.3	2,594
62	Kon KnueppelCHA	+2.2	+2.4	-0.2	+1.0	+2.1	17.1	16.0	+2.2	2,546
63	Karl-Anthony TownsNYK	+2.2	+2.0	+0.3	+1.1	+1.7	22.1	20.0	-0.1	2,317
64	RJ BarrettTOR	+2.2	+2.9	-0.7	+0.5	+2.9	16.9	16.6	-1.8	1,726
65	Pascal SiakamIND	+2.1	+1.6	+0.5	+1.0	+2.4	18.6	18.7	+8.4	2,058
66	Cameron JohnsonDEN	+2.0	+2.1	-0.1	+0.3	+3.0	12.6	11.8	+4.7	1,649
67	Davion MitchellMIA	+2.0	+1.4	+0.6	+0.4	+2.8	12.1	11.8	+3.7	1,998
68	Desmond BaneORL	+1.9	+1.1	+0.7	+1.0	+0.9	16.9	16.3	+4.9	2,756
69	Kevin Porter Jr.MIL	+1.9	+0.7	+1.2	+1.9	+0.8	18.8	17.4	-3.8	1,260
70	Mikal BridgesNYK	+1.8	+1.1	+0.7	+1.3	+0.8	15.3	13.8	-1.0	2,694
71	Payton PritchardBOS	+1.8	+2.2	-0.4	+1.1	+0.7	17.1	15.4	-2.1	2,560
72	Michael Porter Jr.BKN	+1.8	+2.4	-0.7	+1.4	+1.1	19.9	19.2	+2.7	1,686
73	OIOso IghodaroPHX	+1.8	+0.5	+1.3	-0.3	+2.4	13.9	11.5	+6.4	1,807
74	Rudy GobertMIN	+1.7	-1.4	+3.1	+1.1	+1.4	17.6	15.0	+3.0	2,379
75	CCCedric CowardMEM	+1.7	+1.6	+0.1	+0.0	+2.2	15.2	15.0	+11.2	1,598
76	De'Anthony MeltonGSW	+1.7	+0.4	+1.3	+0.3	+2.3	13.4	13.5	+9.4	1,128
77	LeBron JamesLAL	+1.7	+0.6	+1.0	+1.5	+0.2	20.7	19.6	-1.1	1,993
78	James HardenLAC	+1.7	+2.9	-1.2	+2.1	-0.0	20.8	19.8	-1.8	2,441
79	Ryan RollinsMIL	+1.7	+0.9	+0.8	+1.0	+1.7	16.2	15.3	+9.3	2,376
80	Moses MoodyGSW	+1.6	-0.2	+1.8	+0.8	+1.1	13.4	12.9	+2.0	1,541
81	Donovan ClinganPOR	+1.6	+1.2	+0.4	+2.0	0.0	21.0	18.2	-1.2	2,091
82	Tobias HarrisDET	+1.6	+0.6	+1.0	+0.4	+1.4	15.0	14.2	+2.5	1,749
83	Deni AvdijaPOR	+1.6	+2.6	-1.0	+1.2	+0.9	20.2	20.2	+0.2	2,201
84	Peyton WatsonDEN	+1.6	+1.9	-0.3	+0.3	+2.0	14.4	13.5	+2.4	1,597
85	Derrick Jones Jr.LAC	+1.5	+1.1	+0.5	+0.3	+1.3	13.3	11.4	+5.8	1,350
86	Josh OkogieHOU	+1.5	+0.2	+1.4	-0.7	+2.7	9.9	8.4	+5.1	1,358
87	JWJaylin WilliamsOKC	+1.5	-0.1	+1.6	+0.1	+2.0	13.8	12.6	-4.3	1,279
88	Sam HauserBOS	+1.5	+1.9	-0.3	-0.0	+2.1	12.0	10.5	+1.3	1,930
89	Dean WadeCLE	+1.5	+0.4	+1.1	-0.0	+2.6	11.0	9.7	+5.3	1,318
90	Herbert JonesNOP	+1.4	+0.1	+1.4	-0.1	+2.6	9.1	8.5	+3.1	1,590
91	Hugo GonzálezBOS	+1.4	-0.1	+1.5	-1.3	+3.6	10.2	8.5	+7.9	1,080
92	Wendell Carter Jr.ORL	+1.4	+0.4	+1.0	+0.1	+1.6	14.1	12.9	+5.1	2,290
93	Jalen JohnsonATL	+1.4	+0.6	+0.8	+1.6	+0.8	20.4	20.4	+1.1	2,534
94	Julius RandleMIN	+1.4	+1.9	-0.5	+0.8	+0.9	18.4	17.9	-0.1	2,610
95	Jaylon TysonCLE	+1.4	+1.0	+0.3	+0.3	+1.3	14.8	13.8	+0.8	1,779
96	Sandro MamukelashviliTOR	+1.4	+0.8	+0.6	+1.2	+0.6	18.1	16.5	+0.3	1,753
97	Day'Ron SharpeBKN	+1.3	0.0	+1.3	+0.8	+0.5	20.7	17.8	+6.2	1,158
98	Naz ReidMIN	+1.3	-0.4	+1.7	+0.7	+1.0	15.4	14.5	-0.1	2,005
99	Franz WagnerORL	+1.3	+1.2	+0.1	+1.0	+1.2	19.0	18.7	-2.0	1,019
100	JSJamal SheadTOR	+1.3	+0.2	+1.1	-0.1	+1.3	10.6	10.3	+2.3	1,846
101	TMTrey Murphy IIINOP	+1.3	+1.8	-0.5	+2.0	+0.0	18.4	17.3	-1.8	2,339
102	Craig PorterCLE	+1.2	+0.6	+0.6	+0.6	+0.9	13.8	12.2	-0.6	1,146
103	Jaden McDanielsMIN	+1.2	+0.5	+0.7	+0.4	+0.8	14.0	13.0	+1.3	2,315
104	Reed SheppardHOU	+1.2	+0.6	+0.6	+1.5	-0.4	15.6	14.2	-3.8	2,150
105	Grayson AllenPHX	+1.2	+1.5	-0.3	+1.5	-0.0	16.0	15.2	-1.7	1,467
106	Kevin HuerterCHI	+1.2	+0.7	+0.5	+0.2	+1.0	13.2	12.9	-3.5	1,549
107	Jabari Smith Jr.HOU	+1.1	+0.6	+0.5	+0.3	+1.1	13.5	12.2	-4.2	2,703
108	Kris DunnLAC	+1.1	-0.0	+1.2	+0.2	+1.5	11.4	9.9	+0.9	2,229
109	Stephon CastleSAS	+1.1	+0.3	+0.8	+0.8	+0.5	17.3	16.9	-3.5	2,037
110	VEVJ EdgecombePHI	+1.1	+1.0	+0.1	+0.8	+1.0	13.9	13.1	-1.3	2,626
111	Anthony BlackORL	+1.1	+0.3	+0.8	+0.5	+1.1	13.7	13.4	+0.5	1,912
112	Coby WhiteCHI	+1.1	+1.5	-0.5	-0.1	+1.9	16.3	16.7	+0.6	1,246
113	Saddiq BeyNOP	+1.0	+1.6	-0.6	+1.1	+0.6	17.2	16.2	+1.2	2,250
114	Jaylen BrownBOS	+1.0	+1.4	-0.4	+0.7	+0.3	21.8	20.6	-2.1	2,444
115	Keldon JohnsonSAS	+1.0	+0.5	+0.5	+0.1	+0.3	17.3	16.1	-2.9	1,909
116	Tre JonesCHI	+1.0	+0.9	+0.0	+1.5	-0.3	18.6	18.0	-0.1	1,755
117	Luka GarzaBOS	+1.0	+2.0	-1.0	+0.6	+0.5	20.0	16.4	-3.5	1,112
118	Tari EasonHOU	+0.9	0.0	+0.9	-0.1	+1.7	12.8	11.4	-1.1	1,553
119	Jose AlvaradoNOP	+0.9	-0.1	+1.0	+0.1	+0.8	12.2	11.4	+5.6	1,368
120	JJJaren Jackson Jr.MEM	+0.9	-1.9	+2.8	+0.6	+1.3	15.5	15.7	+2.4	1,455
121	Cooper FlaggDAL	+0.9	+0.2	+0.7	+0.9	-0.1	17.9	17.5	+1.4	2,347
122	Toumani CamaraPOR	+0.8	+0.0	+0.8	+0.1	+0.9	11.3	10.7	+2.2	2,731
123	Mark WilliamsPHX	+0.8	-0.2	+1.1	+1.2	-0.1	21.9	18.4	-6.3	1,415
124	Daniss JenkinsDET	+0.8	-0.2	+1.0	-0.1	+1.2	13.5	13.3	-0.7	1,451
125	THTim Hardaway Jr.DEN	+0.8	+1.4	-0.6	+0.4	+0.3	13.5	13.0	-2.8	2,126
126	Christian BraunDEN	+0.8	+0.7	+0.2	-0.2	+1.9	12.5	11.6	+8.9	1,398
127	Jaime Jaquez Jr.MIA	+0.8	+0.8	-0.0	-0.1	+1.6	15.7	15.8	+0.4	2,120
128	Josh GiddeyCHI	+0.8	+0.7	+0.1	+1.3	-0.3	17.9	18.1	+2.8	1,733
129	Cam SpencerMEM	+0.8	+1.7	-0.9	+1.6	-0.3	17.2	16.5	-0.1	1,715
130	Collin Murray-BoylesTOR	+0.8	-0.6	+1.4	+0.7	+0.3	16.5	14.2	+1.5	1,246
131	Jordan MillerLAC	+0.7	+0.9	-0.2	0.0	+0.5	15.9	14.2	-2.5	1,325
132	Zion WilliamsonNOP	+0.7	+1.0	-0.3	+1.3	-0.1	22.7	21.0	-1.9	1,839
133	RNRyan NembhardDAL	+0.7	+0.9	-0.2	-1.1	+2.0	10.9	11.1	+7.2	1,171
134	Yves MissiNOP	+0.7	-0.5	+1.1	+0.1	+0.1	15.2	12.7	+6.0	1,296
135	NHNah'Shon HylandMIN	+0.7	+0.9	-0.3	+0.5	+0.6	15.0	14.4	+1.2	1,179
136	Luke KornetSAS	+0.7	+0.1	+0.5	+1.0	-0.8	18.0	15.2	-10.2	1,429
137	Norman PowellMIA	+0.6	+0.5	+0.1	+1.2	-0.5	17.4	18.1	-0.5	1,718
138	Jaxson HayesLAL	+0.6	+0.4	+0.2	+0.5	-0.1	18.4	15.4	+1.3	1,211
139	Pelle LarssonMIA	+0.6	+0.6	+0.0	-0.2	+1.1	13.0	13.0	+1.6	1,849
140	Darius GarlandCLE	+0.6	+1.4	-0.8	+0.8	-0.3	16.9	16.8	-7.2	1,340
141	Santi AldamaMEM	+0.6	+0.7	-0.1	+0.9	+0.1	16.2	15.7	-1.7	1,197
142	Alexandre SarrWAS	+0.6	-0.2	+0.8	+1.4	-1.4	19.2	18.0	-1.4	1,306
143	Precious AchiuwaSAC	+0.6	+0.5	+0.1	+0.3	+0.4	16.3	14.3	+4.6	1,747
144	Nikola VucevicCHI	+0.6	+0.7	-0.1	+0.8	+0.5	17.9	16.8	-6.5	1,820
145	Naji MarshallDAL	+0.6	+0.1	+0.4	+0.2	+0.8	15.4	14.9	+2.5	2,181
146	Tristan Da SilvaORL	+0.6	-0.3	+0.8	-0.2	+0.8	12.0	11.4	+2.3	1,898
147	Harrison BarnesSAS	+0.5	+0.8	-0.3	-0.2	+0.9	11.7	11.1	-1.9	1,989
148	GPGary Payton IIGSW	+0.5	+0.5	+0.0	+0.8	+0.2	18.3	16.4	-0.5	1,143
149	Simone FontecchioMIA	+0.5	+0.9	-0.4	+0.2	+0.4	13.7	13.7	+1.3	1,175
150	Brook LopezLAC	+0.5	+0.0	+0.5	0.0	+1.1	12.3	10.8	0.0	1,633
151	Josh HartNYK	+0.5	+0.4	+0.1	+0.7	-0.1	15.8	14.1	-10.0	1,993
152	Nae'Qwan TomlinCLE	+0.4	-0.3	+0.7	-0.3	+0.9	12.9	11.5	+2.6	1,005
153	Landry ShametNYK	+0.4	-0.3	+0.7	-0.2	+0.9	11.1	10.4	-1.1	1,171
154	Jordan WalshBOS	+0.4	+0.3	+0.1	-0.2	+0.8	13.2	10.7	-1.6	1,213
155	Jay HuffIND	+0.4	-0.7	+1.1	+1.1	+0.1	15.2	14.0	+3.1	1,723
156	JPJakob PoeltlTOR	+0.4	+0.3	+0.1	+0.5	-0.1	18.2	15.7	-5.4	1,150
157	Daniel GaffordDAL	+0.4	-0.6	+1.0	+0.9	-0.0	19.0	16.4	+2.4	1,192
158	Tyler HerroMIA	+0.3	+1.2	-0.8	+0.9	-1.0	17.4	17.6	+5.2	1,028
159	Jerami GrantPOR	+0.3	+1.5	-1.2	+0.4	-0.5	15.2	15.2	+0.6	1,697
160	Gui SantosGSW	+0.3	+0.3	+0.1	-0.0	+0.1	14.3	13.5	+0.5	1,387
161	Marvin Bagley IIIWAS	+0.3	+1.1	-0.8	+0.7	-0.5	20.3	18.0	+1.5	1,200
162	Kyle FilipowskiUTA	+0.3	+0.9	-0.6	+0.4	+0.7	16.1	15.4	+4.3	1,804
163	SMSvi MykhailiukUTA	+0.3	+0.9	-0.6	-0.4	+1.0	11.4	11.3	+10.2	1,155
164	Paolo BancheroORL	+0.3	+0.5	-0.3	+0.4	-0.2	17.6	17.7	+4.8	2,500
165	DBDominick BarlowPHI	+0.3	-0.4	+0.7	-0.1	+0.7	13.3	11.5	+1.6	1,685
166	Justin ChampagnieWAS	+0.3	+0.5	-0.2	+0.9	-0.1	17.3	15.4	+4.1	1,377
167	John KoncharUTA	+0.3	-1.9	+2.2	+1.4	-0.8	13.6	11.9	-2.0	1,117
168	Onyeka OkongwuATL	+0.3	-0.3	+0.5	+1.2	-0.9	15.9	15.1	-3.1	2,303
169	MGMouhamed GueyeATL	+0.2	-0.5	+0.7	+0.0	+0.3	12.1	10.8	+1.0	1,179
170	Luke KennardATL	+0.2	+1.1	-0.9	+0.2	+0.9	13.4	12.5	-1.3	1,681
171	KWKel'el WareMIA	+0.2	-0.4	+0.5	+1.7	-1.5	20.1	18.3	-4.7	1,707
172	Keyonte GeorgeUTA	+0.2	+2.5	-2.3	+1.4	-1.7	18.4	19.3	+3.5	1,787
173	Jusuf NurkicUTA	+0.2	-1.3	+1.5	+0.6	-0.0	16.2	15.5	-3.1	1,084
174	Dru SmithMIA	+0.2	-1.8	+2.0	+1.5	-1.4	14.5	13.7	-5.9	1,140
175	Ayo DosunmuCHI	+0.1	+0.1	+0.0	+0.8	-0.5	16.6	16.0	-2.0	1,871
176	Ryan DunnPHX	+0.1	-0.9	+1.0	-0.4	+0.2	11.8	10.1	+0.2	1,354
177	Quentin GrimesPHI	+0.1	-0.9	+1.0	-0.1	+1.3	12.8	12.3	-2.2	2,212
178	Jamir WatkinsWAS	+0.1	-1.1	+1.1	+0.1	+0.3	11.8	10.8	+4.7	1,031
179	Ryan KalkbrennerCHA	+0.0	-1.0	+1.0	+0.6	-0.8	18.0	14.8	-7.6	1,481
180	Jared McCainPHI	+0.0	-0.1	+0.1	-1.0	+0.6	11.6	11.3	+1.0	1,162
181	Aaron NesmithIND	-0.0	+0.1	-0.2	-0.5	+0.6	10.7	10.9	+6.6	1,334
182	Kelly Oubre Jr.PHI	-0.1	+0.4	-0.5	+0.3	-0.5	13.1	12.1	-5.6	1,575
183	BPBrandin PodziemskiGSW	-0.1	-0.9	+0.9	+0.7	-0.6	15.0	14.6	-1.7	2,335
184	Dillon BrooksPHX	-0.1	-0.0	-0.1	-0.3	+1.2	14.1	13.8	-6.0	1,702
185	NCNique CliffordSAC	-0.1	-0.3	+0.1	-1.3	+0.9	9.0	8.8	+9.4	1,881
186	Kris MurrayPOR	-0.1	-1.1	+1.0	-0.8	+0.6	9.6	8.6	+0.6	1,338
187	RHRonald Holland IIDET	-0.2	-2.5	+2.3	-0.6	+0.1	11.8	11.1	-4.7	1,545
188	Matas BuzelisCHI	-0.2	-0.3	+0.1	+0.6	-0.8	14.8	14.7	+2.5	2,250
189	Baylor ScheiermanBOS	-0.2	-0.2	+0.0	-0.7	+0.2	11.6	9.9	-4.8	1,430
190	Ja'Kobe WalterTOR	-0.2	-0.7	+0.5	+0.3	-0.5	11.9	10.8	-2.8	1,471
191	Jarred VanderbiltLAL	-0.2	-0.6	+0.3	-0.8	+0.1	11.3	9.7	-0.5	1,129
192	Quinten PostGSW	-0.2	-0.1	-0.2	-0.4	0.0	13.0	12.3	+0.3	1,160
193	Alperen SengunHOU	-0.2	+1.2	-1.4	+1.3	-1.3	21.3	19.1	-12.7	2,400
194	Adem BonaPHI	-0.3	-0.6	+0.3	-0.6	+0.1	12.9	10.6	-1.1	1,235
195	GG JacksonMEM	-0.3	+0.5	-0.7	-0.1	0.0	15.6	15.5	+5.5	1,175
196	Jock LandaleMEM	-0.3	+0.9	-1.3	+0.5	-1.1	16.6	15.3	-8.2	1,506
197	Jake LaRaviaLAL	-0.3	+0.5	-0.8	+0.1	+0.0	11.9	10.5	-3.9	2,063
198	A.J. GreenMIL	-0.3	+0.8	-1.1	-0.5	+0.5	9.4	8.8	+5.6	2,273
199	Bobby PortisMIL	-0.3	+0.5	-0.9	+0.2	-1.2	17.1	15.7	-2.1	1,617
200	Brandon IngramTOR	-0.4	+0.3	-0.6	+0.3	-1.0	16.4	16.3	-5.2	2,603
201	Miles BridgesCHA	-0.4	+0.5	-0.9	+0.4	-1.1	16.0	15.2	-6.7	2,388
202	Shaedon SharpePOR	-0.4	-0.9	+0.5	-0.3	-0.3	15.3	15.7	-1.0	1,471
203	Myles TurnerMIL	-0.4	-1.5	+1.1	+0.8	-1.9	14.2	12.8	-1.9	1,909
204	Andrew NembhardIND	-0.5	+0.5	-1.0	+0.9	-1.6	15.7	15.9	-2.1	1,786
205	SCSidy CissokoPOR	-0.5	-1.0	+0.5	-1.6	+1.0	7.1	6.7	+2.4	1,432
206	GDGradey DickTOR	-0.5	-1.1	+0.6	-1.2	+0.6	10.6	10.4	+4.2	1,067
207	Rui HachimuraLAL	-0.5	+0.2	-0.7	-0.6	-0.1	11.6	10.6	-4.7	1,925
208	SJSpencer JonesDEN	-0.5	-0.9	+0.4	-0.6	-0.1	9.3	7.9	-3.7	1,420
209	Sion JamesCHA	-0.5	-1.2	+0.7	-1.2	+0.2	8.3	7.6	-3.0	1,841
210	Dennis SchroderSAC	-0.5	-0.2	-0.3	-0.3	-0.1	13.0	12.9	-1.5	1,693
211	Aaron WigginsOKC	-0.6	-0.9	+0.4	-0.5	-0.3	11.7	11.1	-8.0	1,416
212	Andrew WigginsMIA	-0.6	-0.3	-0.3	+1.2	-1.2	15.1	14.7	-6.9	2,065
213	Keon EllisSAC	-0.6	-0.9	+0.3	+0.3	-0.5	11.0	9.7	-0.3	1,475
214	Brandon WilliamsDAL	-0.7	+0.5	-1.2	+0.2	-1.4	16.7	16.6	-1.0	1,463
215	Deandre AytonLAL	-0.7	-0.3	-0.3	+0.1	-1.2	18.3	15.6	-4.3	1,961
216	Malik MonkSAC	-0.7	+0.1	-0.8	-0.1	-0.4	14.1	14.0	+0.7	1,363
217	Nicolas BatumLAC	-0.7	-0.5	-0.1	-0.9	+0.2	8.4	7.2	-3.7	1,292
218	Ziaire WilliamsBKN	-0.8	-2.2	+1.5	+0.3	-1.1	12.4	11.7	+0.5	1,277
219	Russell WestbrookSAC	-0.8	+0.0	-0.8	+0.3	-2.1	14.9	14.8	-3.0	1,850
220	Anfernee SimonsBOS	-0.8	+0.7	-1.5	-0.1	-1.6	14.5	13.5	-5.0	1,371
221	P.J. WashingtonDAL	-0.8	-1.6	+0.8	+0.0	-0.6	13.1	12.6	-5.0	1,731
222	John CollinsLAC	-0.8	-1.1	+0.3	+0.2	-1.2	16.3	14.1	-1.8	1,869
223	VKVit KrejciATL	-0.8	-1.2	+0.3	+0.0	-0.9	11.1	10.7	-0.5	1,387
224	Andre DrummondPHI	-0.8	-1.3	+0.5	+0.2	-1.6	16.3	13.9	-3.3	1,234
225	KyShawn GeorgeWAS	-0.9	-0.4	-0.5	+0.2	-1.4	13.9	13.5	+2.4	1,390
226	Terance MannBKN	-0.9	-0.5	-0.4	-0.9	-0.6	10.3	9.4	+1.3	1,527
227	Ivica ZubacLAC	-0.9	-0.1	-0.8	-0.1	-0.7	18.6	16.0	+3.8	1,450
228	Klay ThompsonDAL	-0.9	-1.4	+0.4	-0.3	-0.7	11.3	11.7	-0.6	1,496
229	DeMar DeRozanSAC	-0.9	+1.2	-2.2	+0.9	-1.9	17.8	17.0	-2.8	2,411
230	Noah ClowneyBKN	-1.0	-0.4	-0.6	-0.4	-1.1	11.2	10.9	+0.7	1,782
231	Pat SpencerGSW	-1.0	-0.0	-1.0	-0.6	-0.9	12.1	12.0	-0.6	1,223
232	Collin SextonCHA	-1.0	-0.7	-0.3	+0.6	-2.0	17.3	17.0	-3.8	1,614
233	Bilal CoulibalyWAS	-1.1	-0.9	-0.2	+0.6	-2.4	13.4	12.9	+1.3	1,470
234	Egor DeminBKN	-1.1	-0.7	-0.4	-0.2	-1.2	11.3	11.0	-1.4	1,306
235	Kobe SandersLAC	-1.1	-1.2	+0.1	-1.3	-0.6	10.0	9.1	-5.5	1,354
236	Zach LaVineSAC	-1.2	-0.2	-1.0	+0.0	-0.6	14.7	14.4	-11.7	1,226
237	Luguentz DortOKC	-1.2	-1.1	-0.1	-0.8	-1.1	8.3	7.7	-4.9	1,850
238	Bennedict MathurinIND	-1.2	-1.0	-0.3	-0.4	-1.4	14.8	14.5	-8.3	1,619
239	Draymond GreenGSW	-1.2	-1.5	+0.3	-0.6	-0.1	10.4	10.1	-1.9	1,870
240	Isaiah StewartDET	-1.4	-0.6	-0.8	+0.0	-2.3	15.3	13.5	-13.9	1,314
241	Zaccharie RisacherATL	-1.4	-1.0	-0.4	-0.1	-2.0	11.8	11.4	-8.0	1,502
242	Kentavious Caldwell-PopeMEM	-1.4	-1.2	-0.2	-0.6	-1.1	10.9	11.2	-5.3	1,084
243	Max ChristieDAL	-1.4	-0.8	-0.7	-0.4	-2.2	11.0	10.9	-2.7	2,242
244	Jordan ClarksonNYK	-1.5	-0.5	-1.0	-1.4	-1.0	11.6	11.2	-2.3	1,279
245	Kyle KuzmaMIL	-1.5	-0.6	-0.9	-0.5	-1.9	14.0	13.3	-7.2	1,811
246	Will RichardGSW	-1.5	-1.2	-0.4	-0.1	-2.2	11.0	10.1	-7.5	1,376
247	Brice SensabaughUTA	-1.5	+0.4	-1.9	-0.1	-1.8	14.4	15.0	+0.2	1,762
248	Jaylen WellsMEM	-1.6	+0.0	-1.6	-0.3	-1.9	11.4	11.5	-4.4	1,821
249	Danny WolfBKN	-1.7	-1.9	+0.2	-0.7	-1.8	12.3	11.7	-2.9	1,191
250	Caris LeVertDET	-1.7	-2.4	+0.7	-0.4	-1.0	11.0	10.6	-15.0	1,153
251	NCNicolas ClaxtonBKN	-1.7	-1.1	-0.6	+0.7	-3.4	17.7	15.5	-8.5	1,920
252	Taylor HendricksMEM	-1.7	-1.2	-0.5	-0.2	-1.9	12.3	11.5	-0.7	1,121
253	Tre JohnsonWAS	-1.8	-0.7	-1.1	-1.2	-0.5	10.6	10.9	0.0	1,436
254	Derik QueenNOP	-1.9	-0.5	-1.5	-0.1	-2.4	15.9	14.9	-7.0	2,027
255	BSBen SheppardIND	-2.0	-1.1	-0.9	-0.9	-2.1	9.7	9.4	-2.6	1,391
256	Caleb LovePOR	-2.0	-0.8	-1.2	-1.0	-1.9	10.7	11.2	-7.7	1,013
257	Bruce BrownDEN	-2.1	-2.3	+0.2	-0.7	-2.1	10.8	10.0	-10.6	1,997
258	Royce O'NealePHX	-2.1	-1.0	-1.1	+0.4	-3.1	11.6	10.5	-13.0	2,209
259	Corey KispertATL	-2.1	-0.3	-1.8	-0.6	-2.5	13.1	13.0	-7.2	1,083
260	Isaac OkoroCHI	-2.2	+0.1	-2.3	-0.6	-2.4	9.7	9.4	-9.1	1,697
261	Jeremiah FearsNOP	-2.2	-1.1	-1.1	-0.3	-2.4	13.8	13.8	-5.6	2,110
262	Maxime RaynaudSAC	-2.2	-0.1	-2.1	-0.6	-2.6	16.1	14.4	-2.5	1,965
263	Khris MiddletonWAS	-2.4	-0.2	-2.2	-1.4	-1.8	10.9	11.0	-2.4	1,437
264	De'Andre HunterCLE	-2.4	-1.1	-1.3	-1.0	-2.2	11.3	11.8	-8.9	1,177
265	Jericho SimsMIL	-2.5	-0.3	-2.1	-1.5	-2.1	12.9	10.7	-5.6	1,323
266	Guerschon YabuseleCHI	-2.5	-1.4	-1.1	-0.9	-2.7	11.3	10.7	-13.8	1,005
267	Nolan TraoréBKN	-2.7	-1.8	-0.9	-1.8	-1.9	7.9	8.6	-1.2	1,246
268	Walter Clayton Jr.UTA	-3.1	-0.8	-2.3	-0.9	-3.1	10.2	10.8	-3.2	1,412
269	Ousmane DiengMIL	-3.2	-1.3	-1.9	-1.5	-3.0	10.3	10.0	-17.8	1,101
270	ABAirious BaileyUTA	-3.2	-1.9	-1.4	-0.4	-3.6	11.6	11.8	-7.3	1,982
271	ICIsaiah CollierUTA	-3.5	-1.3	-2.3	+0.4	-4.8	14.8	15.0	-10.9	1,520
272	Cody WilliamsUTA	-3.7	-1.6	-2.1	-1.2	-3.5	9.7	9.7	-7.2	1,629
273	Patrick WilliamsCHI	-4.1	-3.5	-0.7	-1.2	-4.0	8.2	8.4	-7.4	1,474
274	Gary Trent Jr.MIL	-4.1	-1.5	-2.6	-1.3	-4.6	7.9	8.0	-10.9	1,377
275	Will RileyWAS	-4.2	-1.6	-2.6	-0.9	-4.5	12.0	12.0	-9.8	1,633
276	Jarace WalkerIND	-4.3	-2.8	-1.6	-0.6	-5.3	11.5	11.8	-8.7	1,954
277	Drake PowellBKN	-4.4	-3.3	-1.1	-1.9	-4.4	7.3	7.3	-8.5	1,321
278	RRRayan RupertPOR	-4.7	-3.4	-1.3	-1.4	-5.2	8.3	8.0	-15.0	1,073
279	CCCarlton CarringtonWAS	-5.0	-1.7	-3.4	-1.0	-5.8	9.9	10.1	-8.5	2,273

Regular season. Ratings shrink small samples hard: a bench player's Impact stays near zero until the minutes say otherwise. RAPM penalty λ 3000, Impact λ 5000, chosen by cross-validation on held-out games.