LG Hoops Advanced Metric 3.0

I have played around with various forms of machine learning and predictive algorithms to find the most accurate and logical NBA all-in-one advanced metric but have ran into a number of issues that caused me to re-think my process.

I started to research different popular advanced metrics such as BPM, LEBRON, RAPTOR, and even PIE from NBA.com. I landed on leveraging a hybrid process of “clustering” or grouping the players and utilizing Python as the programming tool.

The Process:

One of the biggest issues I wanted to address was normalizing the stats used so then players who played more minutes did not get rewarded for simply accumulating more counting stats. So what I did was convert all counting stats used in the algorithm (points, rebounds, steals, etc.) to a per minute basis which essentially evened the playing field across the data set.

Another issue I wanted to address was how certain stats are more common for certain position groups, which would skew the rankings in favor of said position groups. So what I did was utilize data from Basketball-Reference to group the players in the position that they played the majority of their minutes.

Once I had the players grouped with their respective positions, I was able to assign their percentile for each stat used (For example, Luka Doncic had the most Points Per Minute in the Shooting Guard group which put him in the 100th percentile for that stat).

After assigning percentile to each stat, I averaged together all percentile’s from stats used to find the overall impact for each player in each position group (For Example, Tyrese Haliburton had the greatest offensive impact among Point Guards).

Once every position group was completed, I combined the datasets together and sorted the players by their total %, showing where all player’s rank respective to their position. But that in itself would be skewed because it doesn’t take into account where the players would rank across all position groups. So I repeated the same process that was used for the position groups for all players together.

Since this new value would be considered their “raw” rank (not taking into account positional value), I averaged together the players positional rating and overall rating to attempt to capture their true, final rating.

Top Overall Offensive Players:

Top Overall Defensive Players:

I utilized this process for both the offensive and defensive ends. Once both ratings were completed, I averaged the two ratings together with a subjective weight of 65% on the offensive end and 35% on the defensive end.

A few final notes would be that this is not a perfect metric but I do feel very good about where it is heading and will be the foundation I use going forward. Additionally, the players in this list have all played 30 games or more in the 2022-23 season.

Metric Strengths:

• Stats are on a per-minute basis
• Player ratings take into account position group

Metric Weaknesses:

• Depending on where a player is grouped can impact their overall rating, either positively or negatively (Steph Curry is rated relatively poorly because of his position group – I believe if he was grouped as a Shooting Guard then he would sky rocket up the list. Meanwhile, Brandon Clarke is rated extremely high because he is grouped as a Power Forward. If he was grouped as a Center I believe he would fall in the list.)

Stats Utilized:

• Defensive Rebounds
• Steals
• Blocks
• Deflections
• Defensive FG%
• Contested Shots
• Offensive Rebounds
• Points
• Assists
• Turnovers
• TS%

Data sources were the NBA API and Basketball-Reference.

Final Ranking:

RANK	PLAYER	TEAM	OFF%	DEF%	OVERALL%
1	Nikola Jokic	DEN	88.9	71.0	82.7
2	Jimmy Butler	MIA	93.5	59.9	81.7
3	Kawhi Leonard	LAC	80.6	81.7	81.0
4	Luka Doncic	DAL	80.8	74.0	78.5
5	Giannis Antetokounmpo	MIL	81.0	72.5	78.0
6	Shai Gilgeous-Alexander	OKC	73.6	82.7	76.8
7	Anthony Davis	LAL	71.9	83.9	76.1
8	Jrue Holiday	MIL	78.3	70.4	75.5
9	James Harden	PHI	79.8	66.5	75.1
10	Tyrese Haliburton	IND	82.6	55.1	72.9
11	Domantas Sabonis	SAC	85.9	48.8	72.9
12	Aaron Gordon	DEN	80.4	58.3	72.6
13	Brandon Clarke	MEM	69.2	77.1	71.9
14	Joel Embiid	PHI	73.5	68.6	71.8
15	Jakob Poeltl	TOR	72.8	69.9	71.8
16	Ja Morant	MEM	77.3	61.4	71.7
17	Paul George	LAC	70.6	73.4	71.6
18	Desmond Bane	MEM	72.8	68.9	71.4
19	Kyrie Irving	DAL	75.7	62.4	71.0
20	LeBron James	LAL	76.5	58.8	70.3
21	Jayson Tatum	BOS	72.0	66.9	70.2
22	Kevin Durant	PHX	71.7	66.1	69.7
23	T.J. McConnell	IND	73.0	62.6	69.3
24	Alperen Sengun	HOU	71.7	62.7	68.5
25	Kristaps Porzingis	WAS	67.6	70.2	68.5
26	Devin Booker	PHX	78.1	49.9	68.2
27	Bradley Beal	WAS	72.8	59.3	68.1
28	Russell Westbrook	LAC	67.5	69.1	68.0
29	Nic Claxton	BKN	58.1	85.7	67.7
30	Stephen Curry	GSW	74.0	54.7	67.3
31	Khris Middleton	MIL	73.6	55.3	67.2
32	LaMelo Ball	CHA	73.4	55.0	67.0
33	Evan Mobley	CLE	65.3	69.9	66.9
34	Derrick White	BOS	67.6	65.5	66.9
35	Charles Bassey	SAS	61.6	76.6	66.8
36	Draymond Green	GSW	56.5	85.3	66.6
37	Mikal Bridges	BKN	68.1	63.3	66.4
38	Donovan Mitchell	CLE	74.0	52.2	66.4
39	DeMar DeRozan	CHI	72.2	55.4	66.3
40	Mason Plumlee	LAC	74.4	50.8	66.1
41	Andrew Wiggins	GSW	63.9	70.2	66.1
42	Markelle Fultz	ORL	68.8	61.0	66.0
43	De’Aaron Fox	SAC	70.5	57.6	66.0
44	Jalen Williams	OKC	69.5	59.3	65.9
45	Cameron Johnson	BKN	65.7	66.0	65.8
46	Jaylen Brown	BOS	65.7	65.3	65.6
47	Lauri Markkanen	UTA	67.9	60.7	65.4
48	Immanuel Quickley	NYK	66.4	63.1	65.3
49	Chris Paul	PHX	65.8	63.5	65.0
50	Dalano Banton	TOR	59.5	75.2	65.0
51	Kyle Anderson	MIN	60.1	73.3	64.7
52	Josh Giddey	OKC	73.5	48.2	64.6
53	Ben Simmons	BKN	55.7	80.8	64.5
54	Anthony Edwards	MIN	57.9	76.7	64.5
55	Brandon Ingram	NOP	67.6	57.8	64.2
56	Jusuf Nurkic	POR	61.6	67.1	63.5
57	Stanley Johnson	SAS	67.1	56.4	63.3
58	Josh Hart	NYK	64.0	62.1	63.3
59	Buddy Hield	IND	60.7	67.7	63.1
60	Scottie Barnes	TOR	66.5	56.0	62.9
61	Jonathan Kuminga	GSW	62.5	63.2	62.8
62	Dejounte Murray	ATL	66.9	55.1	62.7
63	Jae’Sean Tate	HOU	62.2	63.6	62.7
64	Bruce Brown	DEN	55.3	76.2	62.6
65	Bam Adebayo	MIA	63.5	60.7	62.5
66	Kevin Porter Jr.	HOU	64.8	58.0	62.4
67	Jordan Goodwin	WAS	56.6	72.7	62.2
68	Jaren Jackson Jr.	MEM	50.2	84.5	62.2
69	Fred VanVleet	TOR	60.8	64.7	62.1
70	Willy Hernangomez	NOP	65.9	55.0	62.1
71	Pascal Siakam	TOR	71.6	43.8	61.9
72	Julius Randle	NYK	71.4	43.9	61.8
73	Damian Lillard	POR	78.6	30.4	61.7
74	Jamal Murray	DEN	72.2	42.2	61.7
75	Zach Collins	SAS	65.3	55.0	61.7
76	Keita Bates-Diop	SAS	62.9	58.5	61.3
77	Naz Reid	MIN	56.1	70.9	61.3
78	Cole Anthony	ORL	64.4	55.3	61.2
79	Nikola Vucevic	CHI	64.7	54.4	61.1
80	Dalen Terry	CHI	59.2	64.6	61.1
81	Kevon Looney	GSW	61.1	60.8	61.0
82	Malik Monk	SAC	70.1	44.1	61.0
83	Talen Horton-Tucker	UTA	61.3	60.0	60.9
84	D’Angelo Russell	LAL	65.7	51.7	60.8
85	Kelly Olynyk	UTA	62.7	57.0	60.7
86	Tre Jones	SAS	67.9	47.2	60.7
87	Malcolm Brogdon	BOS	67.8	47.4	60.7
88	Jarred Vanderbilt	LAL	59.3	62.5	60.4
89	Hamidou Diallo	DET	51.5	76.8	60.4
90	Kevin Huerter	SAC	64.4	52.4	60.2
91	Delon Wright	WAS	60.1	59.8	60.0
92	Jalen Brunson	NYK	73.6	34.1	59.8
93	Franz Wagner	ORL	66.3	47.5	59.7
94	Gordon Hayward	CHA	62.1	55.3	59.7
95	Goga Bitadze	ORL	53.5	70.1	59.3
96	Robert Covington	LAC	48.4	79.5	59.3
97	Nickeil Alexander-Walker	MIN	56.5	64.4	59.3
98	Trae Young	ATL	77.6	24.4	59.0
99	Dennis Smith Jr.	CHA	46.8	81.3	58.9
100	Jalen Suggs	ORL	50.4	73.9	58.6
101	Jarrett Allen	CLE	56.2	63.0	58.6
102	Onyeka Okongwu	ATL	52.3	70.0	58.5
103	Herbert Jones	NOP	49.1	75.6	58.4
104	Nathan Knight	MIN	54.4	65.7	58.3
105	Kenrich Williams	OKC	61.2	52.9	58.3
106	Zach LaVine	CHI	63.9	47.8	58.3
107	Austin Reaves	LAL	68.2	39.7	58.2
108	Mark Williams	CHA	47.7	77.7	58.2
109	Jalen Johnson	ATL	49.9	73.2	58.1
110	Deandre Ayton	PHX	59.2	56.0	58.1
111	Darius Garland	CLE	69.0	36.4	57.6
112	Donte DiVincenzo	GSW	57.6	57.4	57.5
113	Alec Burks	DET	62.2	48.1	57.3
114	Alex Caruso	CHI	42.6	84.2	57.1
115	Svi Mykhailiuk	CHA	68.3	36.5	57.1
116	P.J. Washington	CHA	51.6	67.3	57.1
117	CJ McCollum	NOP	61.0	49.6	57.0
118	Jaden McDaniels	MIN	50.6	68.7	57.0
119	Christian Wood	DAL	60.4	50.4	56.9
120	Bones Hyland	LAC	59.2	52.5	56.8
121	Moritz Wagner	ORL	62.4	46.3	56.8
122	Steven Adams	MEM	43.9	80.8	56.8
123	Bogdan Bogdanovic	ATL	57.0	56.4	56.8
124	Larry Nance Jr.	NOP	55.3	59.5	56.8
125	Myles Turner	IND	54.8	59.9	56.6
126	Boban Marjanovic	HOU	64.4	41.8	56.5
127	Tobias Harris	PHI	59.5	50.7	56.4
128	Andre Drummond	CHI	49.1	69.9	56.4
129	Rudy Gobert	MIN	48.5	70.3	56.1
130	Clint Capela	ATL	54.7	58.6	56.1
131	Marcus Smart	BOS	54.6	58.7	56.0
132	Daniel Gafford	WAS	56.0	56.1	56.0
133	John Wall	LAC	57.0	53.9	55.9
134	Walker Kessler	UTA	51.9	63.1	55.9
135	Paolo Banchero	ORL	57.8	52.1	55.8
136	Jonas Valanciunas	NOP	63.1	42.2	55.8
137	Chris Boucher	TOR	47.8	70.0	55.5
138	Mike Conley	MIN	64.1	39.4	55.5
139	Cameron Payne	PHX	58.2	49.6	55.2
140	Isaiah Joe	OKC	59.1	47.9	55.2
141	Devin Vassell	SAS	56.7	51.4	54.8
142	Isaiah Jackson	IND	47.0	68.5	54.5
143	Bobby Portis	MIL	60.4	43.6	54.5
144	Javonte Green	CHI	38.7	83.6	54.4
145	Jock Landale	PHX	57.4	48.6	54.3
146	Terry Rozier	CHA	64.2	36.0	54.3
147	Chimezie Metu	SAC	54.7	53.7	54.3
148	Mitchell Robinson	NYK	40.7	79.6	54.3
149	John Konchar	MEM	39.9	80.1	54.0
150	Wendell Carter Jr.	ORL	60.3	42.2	54.0
151	Jordan Clarkson	UTA	65.0	33.0	53.8
152	Jalen McDaniels	PHI	41.8	76.2	53.8
153	Al Horford	BOS	53.3	54.5	53.7
154	Tari Eason	HOU	42.8	73.8	53.7
155	Brook Lopez	MIL	51.4	57.8	53.6
156	Dario Saric	OKC	60.5	40.7	53.6
157	Paul Reed	PHI	42.1	74.3	53.4
158	Raul Neto	CLE	54.8	50.6	53.4
159	Jeremy Sochan	SAS	52.2	55.4	53.3
160	Kyle Kuzma	WAS	55.4	49.4	53.3
161	Caris LeVert	CLE	52.9	54.0	53.2
162	Kyle Lowry	MIA	54.5	50.7	53.2
163	Deni Avdija	WAS	46.0	66.2	53.0
164	Jerami Grant	POR	56.9	45.6	53.0
165	Terance Mann	LAC	58.8	41.6	52.7
166	Anthony Lamb	GSW	49.8	58.0	52.7
167	Tyus Jones	MEM	61.9	35.6	52.7
168	Jose Alvarado	NOP	48.1	61.2	52.6
169	Wenyen Gabriel	LAL	41.9	72.6	52.6
170	Josh Okogie	PHX	42.5	71.3	52.5
171	Kenyon Martin Jr.	HOU	57.7	42.7	52.5
172	Michael Porter Jr.	DEN	53.6	50.2	52.4
173	Lindy Waters III	OKC	52.2	52.6	52.4
174	Nicolas Batum	LAC	46.0	64.0	52.3
175	Terence Davis	SAC	49.4	57.5	52.3
176	Aleksej Pokusevski	OKC	44.6	66.3	52.2
177	Ricky Rubio	CLE	44.5	66.1	52.0
178	Moses Brown	BKN	49.1	57.4	52.0
179	Tyrese Maxey	PHI	65.9	26.2	52.0
180	De’Anthony Melton	PHI	41.7	70.4	51.7
181	Trey Murphy III	NOP	53.2	49.1	51.7
182	Frank Kaminsky	HOU	61.9	32.5	51.6
183	Josh Richardson	NOP	53.4	47.5	51.4
184	Killian Hayes	DET	46.4	60.6	51.4
185	Day’Ron Sharpe	BKN	48.9	55.7	51.3
186	Klay Thompson	GSW	56.0	42.3	51.2
187	Drew Eubanks	POR	46.1	60.6	51.2
188	Saddiq Bey	ATL	55.6	42.7	51.1
189	Collin Sexton	UTA	64.2	26.7	51.1
190	Spencer Dinwiddie	BKN	62.7	29.4	51.0
191	Mo Bamba	LAL	49.2	53.8	50.9
192	Jordan Poole	GSW	55.7	41.7	50.8
193	Trey Lyles	SAC	50.6	50.7	50.7
194	Norman Powell	LAC	53.8	44.9	50.7
195	Monte Morris	WAS	59.6	33.9	50.6
196	Kelly Oubre Jr.	CHA	44.8	61.3	50.6
197	Luke Kornet	BOS	54.3	43.6	50.5
198	Keldon Johnson	SAS	58.5	35.7	50.5
199	Trendon Watford	POR	56.5	39.4	50.5
200	Montrezl Harrell	PHI	52.1	47.3	50.4
201	Sam Hauser	BOS	51.6	47.9	50.3
202	T.J. Warren	PHX	52.7	45.4	50.2
203	Joe Ingles	MIL	53.6	43.7	50.1
204	Shake Milton	PHI	62.9	26.4	50.1
205	JaMychal Green	GSW	57.0	36.9	50.0
206	Jaden Ivey	DET	59.1	32.7	49.9
207	Tyler Herro	MIA	54.6	41.2	49.9
208	Torrey Craig	PHX	41.4	65.4	49.8
209	Precious Achiuwa	TOR	43.3	60.8	49.4
210	Bol Bol	ORL	43.4	60.3	49.3
211	Dillon Brooks	MEM	47.8	51.6	49.1
212	Thaddeus Young	TOR	49.5	48.5	49.1
213	Naji Marshall	NOP	49.1	48.9	49.0
214	Derrick Jones Jr.	CHI	37.9	69.7	49.0
215	Luguentz Dort	OKC	45.1	56.4	49.0
216	Grayson Allen	MIL	52.7	42.1	49.0
217	Jalen Duren	DET	43.7	58.6	48.9
218	Aaron Wiggins	OKC	47.6	51.1	48.8
219	Isaiah Hartenstein	NYK	38.6	67.7	48.7
220	Royce O’Neale	BKN	40.8	63.3	48.7
221	Jaylen Nowell	MIN	56.8	33.4	48.6
222	Thomas Bryant	DEN	53.7	38.7	48.4
223	Victor Oladipo	MIA	39.8	64.4	48.4
224	Dewayne Dedmon	PHI	47.4	50.2	48.4
225	Theo Maledon	CHA	43.2	57.9	48.3
226	Coby White	CHI	52.2	41.0	48.3
227	Kennedy Chandler	MEM	50.0	44.8	48.2
228	Usman Garuba	HOU	38.9	65.5	48.2
229	Landry Shamet	PHX	48.9	46.3	48.0
230	Jalen Smith	IND	47.3	49.1	47.9
231	Santi Aldama	MEM	45.6	51.5	47.7
232	Harrison Barnes	SAC	54.3	35.0	47.5
233	Ty Jerome	GSW	58.6	27.0	47.5
234	Anfernee Simons	POR	57.9	28.0	47.5
235	Dwight Powell	DAL	43.9	54.0	47.4
236	Edmond Sumner	BKN	49.6	43.3	47.4
237	Blake Griffin	BOS	49.6	43.1	47.4
238	Andrew Nembhard	IND	47.3	47.3	47.3
239	Dyson Daniels	NOP	32.4	74.8	47.2
240	Bruno Fernando	ATL	48.8	44.3	47.2
241	Bojan Bogdanovic	DET	61.1	21.2	47.1
242	RJ Barrett	NYK	50.6	40.3	47.0
243	Marvin Bagley III	DET	46.7	46.9	46.8
244	Nick Richards	CHA	48.5	43.4	46.7
245	Ivica Zubac	LAC	40.4	58.4	46.7
246	Kevin Love	MIA	54.5	32.0	46.6
247	Keegan Murray	SAC	44.5	50.2	46.5
248	Aaron Nesmith	IND	39.5	59.5	46.5
249	Gorgui Dieng	SAS	46.7	46.0	46.5
250	Jevon Carter	MIL	40.1	58.3	46.5
251	Obi Toppin	NYK	50.0	39.8	46.4
252	Cedi Osman	CLE	52.1	35.6	46.3
253	Quentin Grimes	NYK	47.7	43.3	46.2
254	Ish Wainright	PHX	37.3	62.5	46.1
255	Darius Bazley	PHX	35.1	66.6	46.1
256	Ayo Dosunmu	CHI	41.7	54.1	46.0
257	Sandro Mamukelashvili	SAS	52.3	33.7	45.8
258	Jalen Green	HOU	53.3	31.8	45.7
259	Devonte’ Graham	SAS	52.4	32.9	45.6
260	JaVale McGee	DAL	49.6	37.9	45.5
261	Vlatko Cancar	DEN	50.4	36.5	45.5
262	Joe Harris	BKN	48.7	39.4	45.4
263	Dennis Schroder	LAL	48.7	39.3	45.4
264	Tre Mann	OKC	40.9	53.2	45.2
265	Markieff Morris	DAL	49.4	37.2	45.1
266	George Hill	IND	45.5	44.2	45.1
267	Jaden Hardy	DAL	50.7	33.5	44.7
268	Grant Williams	BOS	46.5	41.2	44.7
269	Jaxson Hayes	NOP	38.4	56.0	44.5
270	Mike Muscala	BOS	46.8	40.1	44.5
271	Eugene Omoruyi	DET	38.3	55.6	44.4
272	John Collins	ATL	40.5	51.4	44.4
273	Gary Trent Jr.	TOR	45.3	41.7	44.0
274	Taurean Prince	MIN	42.3	47.2	44.0
275	Davis Bertans	DAL	49.9	32.9	44.0
276	Yuta Watanabe	BKN	45.1	41.3	43.8
277	Keon Johnson	POR	44.9	41.7	43.8
278	Bismack Biyombo	PHX	33.2	63.3	43.7
279	Kai Jones	CHA	27.7	73.2	43.6
280	Bennedict Mathurin	IND	50.9	29.9	43.5
281	Theo Pinson	DAL	49.8	31.8	43.5
282	AJ Griffin	ATL	47.4	36.2	43.4
283	DeAndre Jordan	DEN	42.8	44.5	43.4
284	Tim Hardaway Jr.	DAL	48.2	34.4	43.4
285	Pat Connaughton	MIL	37.6	53.9	43.3
286	Isaac Okoro	CLE	37.6	53.5	43.2
287	Jordan McLaughlin	MIN	44.9	39.6	43.1
288	Patrick Beverley	CHI	36.8	54.7	43.1
289	Rui Hachimura	LAL	39.2	50.0	43.0
290	Kentavious Caldwell-Pope	DEN	40.1	48.2	42.9
291	Josh Christopher	HOU	41.8	44.8	42.8
292	Jordan Nwora	IND	50.0	29.2	42.7
293	James Wiseman	DET	45.3	36.8	42.3
294	Patrick Williams	CHI	29.7	65.0	42.0
295	De’Andre Hunter	ATL	39.4	46.5	41.9
296	Matisse Thybulle	POR	30.4	63.3	41.9
297	Luke Kennard	MEM	45.3	35.1	41.8
298	Isaiah Roby	NYK	36.3	51.9	41.8
299	Jaylin Williams	OKC	39.0	46.4	41.6
300	Troy Brown Jr.	LAL	35.4	52.6	41.4
301	Udoka Azubuike	UTA	36.2	50.9	41.4
302	Cam Reddish	POR	32.2	58.2	41.3
303	Max Strus	MIA	48.8	27.4	41.3
304	Aaron Holiday	ATL	34.8	53.0	41.2
305	Goran Dragic	MIL	49.7	24.6	40.9
306	Seth Curry	BKN	46.9	29.8	40.9
307	Moses Moody	GSW	45.0	33.3	40.9
308	Jabari Smith Jr.	HOU	32.0	57.2	40.8
309	Cam Thomas	BKN	47.6	28.0	40.8
310	Christian Braun	DEN	34.5	52.3	40.7
311	Jeremiah Robinson-Earl	OKC	41.9	37.9	40.5
312	Cory Joseph	DET	49.9	23.0	40.5
313	Caleb Martin	MIA	34.7	50.8	40.4
314	Chris Duarte	IND	37.0	46.0	40.1
315	Ousmane Dieng	OKC	35.9	47.0	39.8
316	Gary Harris	ORL	35.0	48.2	39.6
317	Damian Jones	UTA	33.9	50.1	39.6
318	Jeff Green	DEN	44.1	31.0	39.5
319	Rodney McGruder	DET	42.2	34.2	39.4
320	Payton Pritchard	BOS	42.9	32.7	39.3
321	Juan Toscano-Anderson	UTA	34.2	48.9	39.3
322	Orlando Robinson	MIA	36.1	44.9	39.2
323	Anthony Gill	WAS	47.9	22.8	39.1
324	Doug McDermott	SAS	53.0	13.1	39.0
325	R.J. Hampton	DET	35.4	45.7	39.0
326	Admiral Schofield	ORL	48.1	21.8	38.9
327	Isaiah Stewart	DET	35.2	45.7	38.9
328	Duane Washington Jr.	NYK	47.4	22.7	38.8
329	Kessler Edwards	SAC	29.4	56.1	38.7
330	Will Barton	TOR	39.4	37.4	38.7
331	Rudy Gay	UTA	33.8	47.4	38.6
332	Reggie Jackson	DEN	40.7	33.9	38.3
333	Haywood Highsmith	MIA	21.8	68.6	38.2
334	Taj Gibson	WAS	39.3	35.8	38.1
335	Shaedon Sharpe	POR	40.6	32.4	37.8
336	Ochai Agbaji	UTA	35.3	41.8	37.6
337	Eric Gordon	LAC	44.0	25.4	37.5
338	Georges Niang	PHI	41.3	30.2	37.4
339	Dean Wade	CLE	24.2	62.0	37.4
340	Christian Koloko	TOR	26.8	56.9	37.3
341	Damion Lee	PHX	44.5	23.7	37.2
342	Romeo Langford	SAS	35.3	40.6	37.2
343	Ziaire Williams	MEM	27.2	55.3	37.1
344	Maxi Kleber	DAL	30.1	49.9	37.0
345	Gabe Vincent	MIA	30.2	49.6	37.0
346	Jericho Sims	NYK	36.8	37.4	37.0
347	Dorian Finney-Smith	BKN	29.8	49.8	36.8
348	Davion Mitchell	SAC	35.6	38.4	36.6
349	Lamar Stevens	CLE	23.1	61.6	36.6
350	Miles McBride	NYK	28.3	51.0	36.2
351	Oshae Brissett	IND	33.1	42.1	36.2
352	Josh Green	DAL	42.5	23.9	36.0
353	Malachi Flynn	TOR	36.2	35.5	35.9
354	Robin Lopez	CLE	43.2	22.2	35.9
355	Terrence Ross	PHX	35.6	35.8	35.7
356	Jabari Walker	POR	33.6	39.2	35.5
357	Kevon Harris	ORL	26.9	51.7	35.5
358	Patrick Baldwin Jr.	GSW	38.7	29.5	35.5
359	David Roddy	MEM	27.8	49.5	35.4
360	Kendrick Nunn	WAS	38.6	28.9	35.2
361	Richaun Holmes	SAC	35.7	34.0	35.1
362	KZ Okpala	SAC	29.4	45.7	35.1
363	Zeke Nnaji	DEN	31.5	41.4	35.0
364	Malik Beasley	LAL	34.7	34.7	34.7
365	Lonnie Walker IV	LAL	36.7	30.5	34.5
366	MarJon Beauchamp	MIL	30.0	41.7	34.1
367	Ish Smith	DEN	34.6	30.8	33.2
368	Wesley Matthews	MIL	29.0	41.0	33.2
369	Furkan Korkmaz	PHI	28.6	41.6	33.1
370	Simone Fontecchio	UTA	36.5	26.7	33.1
371	Corey Kispert	WAS	40.7	17.6	32.6
372	Matthew Dellavedova	SAC	33.9	29.5	32.3
373	Nassir Little	POR	28.2	39.5	32.1
374	Thanasis Antetokounmpo	MIL	30.7	34.6	32.0
375	Danuel House Jr.	PHI	33.1	29.4	31.8
376	Terry Taylor	CHI	32.9	29.8	31.8
377	Jake LaRavia	MEM	22.6	48.6	31.7
378	TyTy Washington Jr.	HOU	29.1	36.1	31.5
379	Garrison Mathews	ATL	27.7	38.5	31.5
380	Patty Mills	BKN	39.5	16.3	31.4
381	Blake Wesley	SAS	22.2	47.4	31.0
382	Isaiah Livers	DET	21.4	47.6	30.6
383	P.J. Tucker	PHI	25.3	39.9	30.4
384	Max Christie	LAL	20.9	46.1	29.7
385	Malaki Branham	SAS	35.7	18.5	29.7
386	Amir Coffey	LAC	35.9	16.2	29.0
387	James Bouknight	CHA	21.1	42.7	28.7
388	Justin Holiday	DAL	21.2	42.3	28.6
389	Matt Ryan	MIN	37.3	11.4	28.3
390	Reggie Bullock	DAL	29.7	25.2	28.2
391	Davon Reed	LAL	18.2	46.4	28.1
392	Austin Rivers	MIN	31.7	18.1	26.9
393	Daishen Nix	HOU	23.4	33.4	26.9
394	Duncan Robinson	MIA	33.0	12.5	25.8
395	Juancho Hernangomez	TOR	19.9	35.2	25.3
396	Frank Ntilikina	DAL	15.1	37.5	23.0
397	Caleb Houstan	ORL	22.2	23.5	22.6
398	JT Thor	CHA	14.1	37.6	22.3
399	Bryce McGowens	CHA	22.5	21.1	22.0