I have been playing around with Python (a programming language) and data manipulation tools to create my own LG Hoops advanced metric. This is my first version of my own metric which utilizes machine learning and theories such as ‘random forest’ (an algorithm technique) to project the overall value of each player.
The stats leveraged were TS%, TRB%, AST%, 3P%, FT%, STL%, BLK%, TOV%, and USG%. I tried to incorporate stats touching every aspect of the game (free access stats only).
The average player would fall under the likes of guys like Saddiq Bey and Kevin Love, while there are some guys like Christian Wood standing out as a top 35 player.
I plan on editing and adding various intricacies and details to the algorithm over the next few months, but please reach out for any questions or recommendations!
Rank | Player | Tm | LGMetric |
1 | Joel Embiid | PHI | 8.213 |
2 | Luka Dončić | DAL | 8.209 |
3 | Giannis Antetokounmpo | MIL | 7.355 |
4 | Stephen Curry | GSW | 7.078 |
5 | Jimmy Butler | MIA | 6.929 |
6 | Shai Gilgeous-Alexander | OKC | 6.917 |
7 | Damian Lillard | POR | 6.886 |
9 | Kevin Durant | TOT | 6.158 |
10 | Nikola Jokić | DEN | 5.936 |
11 | Jayson Tatum | BOS | 5.881 |
12 | Donovan Mitchell | CLE | 5.862 |
13 | Anthony Davis | LAL | 5.272 |
14 | Kawhi Leonard | LAC | 5.173 |
15 | Kristaps Porziņģis | WAS | 4.397 |
16 | James Harden | PHI | 4.361 |
17 | Kyrie Irving | TOT | 4.28 |
19 | Devin Booker | PHO | 3.923 |
20 | Ja Morant | MEM | 3.907 |
21 | Domantas Sabonis | SAC | 3.688 |
22 | LeBron James | LAL | 3.579 |
23 | Lauri Markkanen | UTA | 3.552 |
24 | Desmond Bane | MEM | 3.226 |
25 | Zach LaVine | CHI | 3.22 |
26 | Trae Young | ATL | 3.044 |
27 | De’Aaron Fox | SAC | 2.945 |
28 | Jaren Jackson Jr. | MEM | 2.881 |
29 | Jrue Holiday | MIL | 2.793 |
30 | Julius Randle | NYK | 2.6 |
31 | Robert Williams | BOS | 2.594 |
32 | Christian Wood | DAL | 2.491 |
33 | Brandon Ingram | NOP | 2.482 |
34 | Nic Claxton | BRK | 2.457 |
35 | Norman Powell | LAC | 2.454 |
36 | Paul George | LAC | 2.378 |
37 | Malcolm Brogdon | BOS | 2.367 |
38 | Walker Kessler | UTA | 2.366 |
39 | DeMar DeRozan | CHI | 2.261 |
40 | Naz Reid | MIN | 2.225 |
41 | Tyrese Haliburton | IND | 2.164 |
42 | Jalen Brunson | NYK | 2.137 |
44 | Jarrett Allen | CLE | 2.04 |
45 | Kevon Looney | GSW | 2.017 |
46 | LaMelo Ball | CHO | 1.992 |
47 | Nikola Vučević | CHI | 1.991 |
48 | Mason Plumlee | TOT | 1.987 |
49 | Mitchell Robinson | NYK | 1.983 |
50 | Darius Garland | CLE | 1.962 |
51 | Cameron Johnson | TOT | 1.937 |
52 | Jaylen Brown | BOS | 1.91 |
53 | Brandon Clarke | MEM | 1.906 |
54 | Frank Kaminsky | TOT | 1.881 |
55 | Pascal Siakam | TOR | 1.838 |
56 | Larry Nance Jr. | NOP | 1.799 |
57 | Jakob Poeltl | TOT | 1.719 |
58 | Bojan Bogdanović | DET | 1.714 |
59 | Myles Turner | IND | 1.698 |
60 | Clint Capela | ATL | 1.68 |
61 | Derrick White | BOS | 1.626 |
62 | Buddy Hield | IND | 1.613 |
63 | Fred VanVleet | TOR | 1.581 |
64 | Bam Adebayo | MIA | 1.58 |
66 | T.J. McConnell | IND | 1.463 |
67 | Bradley Beal | WAS | 1.416 |
69 | Alperen Şengün | HOU | 1.306 |
70 | Mikal Bridges | TOT | 1.29 |
71 | Aaron Gordon | DEN | 1.274 |
72 | Robert Covington | LAC | 1.262 |
73 | Trey Murphy III | NOP | 1.22 |
74 | Brook Lopez | MIL | 1.19 |
75 | Chimezie Metu | SAC | 1.186 |
77 | Boban Marjanović | HOU | 1.173 |
78 | Xavier Tillman Sr. | MEM | 1.112 |
79 | Rudy Gobert | MIN | 1.081 |
80 | Jamal Murray | DEN | 1.075 |
81 | D’Angelo Russell | TOT | 1.06 |
82 | Jarred Vanderbilt | TOT | 0.981 |
83 | Evan Mobley | CLE | 0.965 |
84 | Alec Burks | DET | 0.932 |
85 | Kevin Huerter | SAC | 0.922 |
87 | Deandre Ayton | PHO | 0.896 |
88 | Khris Middleton | MIL | 0.878 |
89 | Daniel Gafford | WAS | 0.877 |
91 | Mike Conley | TOT | 0.82 |
92 | Anthony Edwards | MIN | 0.79 |
93 | Wendell Carter Jr. | ORL | 0.773 |
94 | Malik Monk | SAC | 0.752 |
96 | Onyeka Okongwu | ATL | 0.721 |
97 | Draymond Green | GSW | 0.72 |
98 | Charles Bassey | SAS | 0.697 |
99 | Josh Giddey | OKC | 0.657 |
100 | Luke Kornet | BOS | 0.647 |
101 | Ivica Zubac | LAC | 0.638 |
102 | Cole Anthony | ORL | 0.612 |
103 | Al Horford | BOS | 0.611 |
104 | Spencer Dinwiddie | TOT | 0.593 |
105 | Thomas Bryant | TOT | 0.588 |
106 | Sam Hauser | BOS | 0.582 |
107 | Kevin Porter Jr. | HOU | 0.558 |
108 | Chris Paul | PHO | 0.521 |
109 | Kyle Anderson | MIN | 0.483 |
110 | Tyrese Maxey | PHI | 0.477 |
111 | Tobias Harris | PHI | 0.462 |
112 | Javonte Green | CHI | 0.443 |
113 | Dejounte Murray | ATL | 0.442 |
114 | Kenrich Williams | OKC | 0.435 |
115 | Jordan Goodwin | WAS | 0.431 |
116 | Markelle Fultz | ORL | 0.43 |
117 | Delon Wright | WAS | 0.416 |
118 | Isaiah Joe | OKC | 0.413 |
119 | Moritz Wagner | ORL | 0.409 |
121 | Willy Hernangómez | NOP | 0.362 |
122 | DeAndre Jordan | DEN | 0.343 |
123 | Mark Williams | CHO | 0.327 |
124 | Goga Bitadze | TOT | 0.324 |
125 | Drew Eubanks | POR | 0.309 |
126 | CJ McCollum | NOP | 0.285 |
127 | Yuta Watanabe | BRK | 0.28 |
128 | Donte DiVincenzo | GSW | 0.235 |
129 | Jalen Williams | OKC | 0.226 |
130 | Michael Porter Jr. | DEN | 0.222 |
131 | Jusuf Nurkić | POR | 0.217 |
132 | Anfernee Simons | POR | 0.207 |
133 | De’Anthony Melton | PHI | 0.207 |
134 | Ben Simmons | BRK | 0.206 |
135 | Zach Collins | SAS | 0.196 |
136 | Austin Reaves | LAL | 0.196 |
137 | Blake Griffin | BOS | 0.184 |
138 | OG Anunoby | TOR | 0.171 |
139 | Santi Aldama | MEM | 0.167 |
140 | Bogdan Bogdanović | ATL | 0.165 |
141 | Nicolas Batum | LAC | 0.162 |
142 | Luke Kennard | TOT | 0.151 |
143 | Mo Bamba | TOT | 0.136 |
144 | Franz Wagner | ORL | 0.113 |
145 | Jerami Grant | POR | 0.101 |
146 | Paul Reed | PHI | 0.08 |
147 | Udoka Azubuike | UTA | 0.073 |
149 | Jalen Duren | DET | 0.007 |
150 | Raul Neto | CLE | -0.012 |
151 | Tyus Jones | MEM | -0.024 |
152 | Svi Mykhailiuk | TOT | -0.048 |
153 | Monte Morris | WAS | -0.062 |
154 | Immanuel Quickley | NYK | -0.066 |
155 | Josh Hart | TOT | -0.078 |
156 | Kyle Lowry | MIA | -0.081 |
157 | Grayson Allen | MIL | -0.082 |
158 | Jalen Johnson | ATL | -0.098 |
159 | Bobby Portis | MIL | -0.136 |
161 | John Konchar | MEM | -0.153 |
162 | Kentavious Caldwell-Pope | DEN | -0.187 |
163 | Alex Caruso | CHI | -0.216 |
164 | Gary Trent Jr. | TOR | -0.221 |
166 | Bones Hyland | TOT | -0.237 |
167 | Russell Westbrook | TOT | -0.256 |
168 | Isaac Okoro | CLE | -0.271 |
169 | Chris Boucher | TOR | -0.279 |
170 | Terance Mann | LAC | -0.303 |
172 | Thaddeus Young | TOR | -0.307 |
173 | Kelly Olynyk | UTA | -0.315 |
174 | Quentin Grimes | NYK | -0.337 |
175 | Hamidou Diallo | DET | -0.34 |
176 | Jericho Sims | NYK | -0.344 |
177 | Mike Muscala | TOT | -0.346 |
178 | JaMychal Green | GSW | -0.35 |
179 | Keita Bates-Diop | SAS | -0.362 |
180 | Gary Harris | ORL | -0.38 |
181 | Derrick Jones Jr. | CHI | -0.392 |
182 | Ty Jerome | GSW | -0.398 |
183 | Kenyon Martin Jr. | HOU | -0.403 |
184 | Andrew Wiggins | GSW | -0.405 |
186 | Lindy Waters III | OKC | -0.429 |
187 | Scottie Barnes | TOR | -0.442 |
188 | Herbert Jones | NOP | -0.452 |
189 | Josh Okogie | PHO | -0.454 |
190 | Stanley Johnson | SAS | -0.476 |
191 | Matisse Thybulle | TOT | -0.492 |
194 | Klay Thompson | GSW | -0.542 |
195 | Joe Ingles | MIL | -0.551 |
196 | Devonte’ Graham | TOT | -0.56 |
197 | Jonas Valančiūnas | NOP | -0.564 |
198 | Isaiah Jackson | IND | -0.602 |
199 | Tre Jones | SAS | -0.605 |
200 | Bruce Brown | DEN | -0.609 |
201 | Moses Brown | TOT | -0.658 |
202 | Saddiq Bey | TOT | -0.662 |
203 | Dalen Terry | CHI | -0.662 |
204 | Kevin Love | TOT | -0.665 |
205 | Dwight Powell | DAL | -0.67 |
206 | Devin Vassell | SAS | -0.673 |
207 | Andre Drummond | CHI | -0.695 |
209 | Jock Landale | PHO | -0.742 |
210 | Jaden Hardy | DAL | -0.744 |
211 | Marcus Smart | BOS | -0.745 |
213 | Keegan Murray | SAC | -0.765 |
214 | Montrezl Harrell | PHI | -0.773 |
215 | Isaiah Hartenstein | NYK | -0.791 |
217 | Bol Bol | ORL | -0.806 |
218 | Jevon Carter | MIL | -0.807 |
219 | Nickeil Alexander-Walker | TOT | -0.828 |
220 | Collin Sexton | UTA | -0.831 |
221 | Jaxson Hayes | NOP | -0.848 |
222 | Marvin Bagley III | DET | -0.863 |
223 | Dāvis Bertāns | DAL | -0.866 |
224 | Tyler Herro | MIA | -0.877 |
225 | Obi Toppin | NYK | -0.891 |
226 | Coby White | CHI | -0.9 |
227 | Caris LeVert | CLE | -0.903 |
230 | Dean Wade | CLE | -0.922 |
231 | Nick Richards | CHO | -0.923 |
232 | Dalano Banton | TOR | -0.928 |
233 | Harrison Barnes | SAC | -0.929 |
234 | Steven Adams | MEM | -0.933 |
235 | Joe Harris | BRK | -0.954 |
236 | Cedi Osman | CLE | -0.959 |
237 | A.J. Green | MIL | -0.961 |
238 | Jaden McDaniels | MIN | -1.002 |
239 | Darius Bazley | TOT | -1.007 |
240 | Jordan McLaughlin | MIN | -1.009 |
241 | Taj Gibson | WAS | -1.017 |
242 | John Collins | ATL | -1.098 |
243 | Kyle Kuzma | WAS | -1.102 |
244 | Eric Gordon | TOT | -1.111 |
245 | Dario Šarić | TOT | -1.111 |
246 | Kelly Oubre Jr. | CHO | -1.113 |
247 | Trey Lyles | SAC | -1.123 |
249 | Corey Kispert | WAS | -1.131 |
250 | John Wall | LAC | -1.141 |
251 | Trendon Watford | POR | -1.143 |
252 | Terence Davis | SAC | -1.152 |
253 | Bismack Biyombo | PHO | -1.162 |
254 | AJ Griffin | ATL | -1.174 |
255 | Usman Garuba | HOU | -1.178 |
256 | Dewayne Dedmon | TOT | -1.186 |
257 | George Hill | TOT | -1.188 |
258 | Caleb Martin | MIA | -1.202 |
259 | Jalen Suggs | ORL | -1.206 |
261 | Aleksej Pokusevski | OKC | -1.218 |
262 | Anthony Lamb | GSW | -1.222 |
263 | Josh Richardson | TOT | -1.226 |
264 | Cory Joseph | DET | -1.245 |
265 | Jonathan Kuminga | GSW | -1.261 |
266 | Georges Niang | PHI | -1.263 |
267 | Tari Eason | HOU | -1.281 |
268 | Christian Braun | DEN | -1.299 |
269 | Troy Brown Jr. | LAL | -1.3 |
270 | Patrick Beverley | TOT | -1.32 |
271 | Lonnie Walker IV | LAL | -1.331 |
272 | Patrick Williams | CHI | -1.338 |
273 | Jordan Poole | GSW | -1.343 |
274 | Grant Williams | BOS | -1.35 |
275 | Landry Shamet | PHO | -1.357 |
276 | Terry Rozier | CHO | -1.368 |
277 | Ish Wainright | PHO | -1.37 |
278 | Damian Jones | TOT | -1.375 |
279 | Jose Alvarado | NOP | -1.375 |
280 | Pat Connaughton | MIL | -1.419 |
281 | Vlatko Čančar | DEN | -1.429 |
282 | Seth Curry | BRK | -1.438 |
283 | Cameron Payne | PHO | -1.443 |
284 | Jeremiah Robinson-Earl | OKC | -1.484 |
286 | Rodney McGruder | DET | -1.488 |
287 | Jaylin Williams | OKC | -1.492 |
288 | Edmond Sumner | BRK | -1.508 |
289 | Jordan Clarkson | UTA | -1.516 |
290 | Wenyen Gabriel | LAL | -1.524 |
291 | Royce O’Neale | BRK | -1.543 |
292 | Paolo Banchero | ORL | -1.544 |
293 | Josh Green | DAL | -1.544 |
294 | Damion Lee | PHO | -1.548 |
295 | P.J. Washington | CHO | -1.556 |
298 | Duane Washington Jr. | PHO | -1.579 |
299 | Day’Ron Sharpe | BRK | -1.584 |
300 | T.J. Warren | TOT | -1.593 |
301 | Torrey Craig | PHO | -1.617 |
303 | Bruno Fernando | TOT | -1.63 |
305 | Max Strus | MIA | -1.669 |
306 | Gordon Hayward | CHO | -1.671 |
308 | Tim Hardaway Jr. | DAL | -1.689 |
310 | Terrence Ross | TOT | -1.744 |
311 | Deni Avdija | WAS | -1.767 |
312 | Shake Milton | PHI | -1.79 |
313 | Talen Horton-Tucker | UTA | -1.795 |
314 | Aaron Wiggins | OKC | -1.801 |
315 | Keldon Johnson | SAS | -1.818 |
316 | Marcus Morris | LAC | -1.838 |
317 | Jalen McDaniels | TOT | -1.839 |
319 | Patrick Baldwin Jr. | GSW | -1.888 |
320 | Orlando Robinson | MIA | -1.901 |
321 | Jalen Smith | IND | -1.911 |
322 | Jalen Green | HOU | -1.932 |
323 | Isaiah Livers | DET | -1.934 |
325 | Cam Reddish | TOT | -1.956 |
326 | Isaiah Stewart | DET | -1.978 |
327 | Aaron Holiday | ATL | -2.017 |
328 | Garrison Mathews | TOT | -2.042 |
329 | Malik Beasley | TOT | -2.085 |
331 | Naji Marshall | NOP | -2.103 |
332 | Reggie Bullock | DAL | -2.109 |
335 | Victor Oladipo | MIA | -2.163 |
336 | Jordan Nwora | TOT | -2.167 |
337 | Maxi Kleber | DAL | -2.168 |
338 | Dyson Daniels | NOP | -2.169 |
339 | Jaylen Nowell | MIN | -2.175 |
340 | Cam Thomas | BRK | -2.176 |
341 | JaVale McGee | DAL | -2.206 |
343 | Precious Achiuwa | TOR | -2.215 |
344 | Austin Rivers | MIN | -2.231 |
345 | Markieff Morris | TOT | -2.25 |
346 | Rui Hachimura | TOT | -2.263 |
347 | Gabe Vincent | MIA | -2.278 |
348 | Nathan Knight | MIN | -2.292 |
349 | Dorian Finney-Smith | TOT | -2.304 |
350 | Jaden Ivey | DET | -2.318 |
351 | Moses Moody | GSW | -2.33 |
352 | Richaun Holmes | SAC | -2.351 |
353 | KZ Okpala | SAC | -2.365 |
355 | Ayo Dosunmu | CHI | -2.376 |
356 | Admiral Schofield | ORL | -2.381 |
357 | Théo Maledon | CHO | -2.384 |
358 | R.J. Hampton | TOT | -2.416 |
359 | Matt Ryan | TOT | -2.462 |
360 | Aaron Nesmith | IND | -2.47 |
361 | Danuel House Jr. | PHI | -2.483 |
363 | Robin Lopez | CLE | -2.507 |
364 | Anthony Gill | WAS | -2.508 |
365 | Dennis Smith Jr. | CHO | -2.518 |
366 | Doug McDermott | SAS | -2.539 |
367 | Davion Mitchell | SAC | -2.586 |
368 | Max Christie | LAL | -2.606 |
369 | Dennis Schröder | LAL | -2.615 |
370 | Lamar Stevens | CLE | -2.616 |
371 | Zeke Nnaji | DEN | -2.634 |
372 | Kendrick Nunn | TOT | -2.635 |
373 | Sandro Mamukelashvili | TOT | -2.661 |
374 | James Wiseman | TOT | -2.664 |
375 | Taurean Prince | MIN | -2.677 |
376 | Haywood Highsmith | MIA | -2.735 |
377 | Jae’Sean Tate | HOU | -2.748 |
379 | Ochai Agbaji | UTA | -2.769 |
380 | Andrew Nembhard | IND | -2.789 |
381 | Patty Mills | BRK | -2.812 |
382 | Kevon Harris | ORL | -2.842 |
383 | RJ Barrett | NYK | -2.843 |
384 | Shaedon Sharpe | POR | -2.853 |
385 | De’Andre Hunter | ATL | -2.853 |
387 | Nassir Little | POR | -2.869 |
388 | Kevin Knox | TOT | -2.878 |
389 | Christian Koloko | TOR | -2.917 |
390 | P.J. Tucker | PHI | -2.925 |
391 | Jeff Green | DEN | -2.938 |
392 | Will Barton | TOT | -2.944 |
393 | Kessler Edwards | TOT | -2.971 |
395 | Kai Jones | CHO | -3.102 |
396 | Payton Pritchard | BOS | -3.121 |
397 | Josh Christopher | HOU | -3.13 |
398 | Miles McBride | NYK | -3.186 |
399 | Bennedict Mathurin | IND | -3.201 |
400 | Oshae Brissett | IND | -3.231 |
401 | Theo Pinson | DAL | -3.267 |
402 | Jake LaRavia | MEM | -3.273 |
403 | Wesley Matthews | MIL | -3.302 |
404 | Eugene Omoruyi | TOT | -3.314 |
406 | Terry Taylor | TOT | -3.385 |
407 | Romeo Langford | SAS | -3.42 |
408 | David Roddy | MEM | -3.533 |
409 | Luguentz Dort | OKC | -3.544 |
410 | Juancho Hernangómez | TOR | -3.551 |
411 | Jabari Smith Jr. | HOU | -3.587 |
413 | Gorgui Dieng | SAS | -3.628 |
414 | Ricky Rubio | CLE | -3.653 |
415 | Killian Hayes | DET | -3.712 |
416 | Furkan Korkmaz | PHI | -3.713 |
417 | Jeremy Sochan | SAS | -3.73 |
418 | Kennedy Chandler | MEM | -3.737 |
419 | Reggie Jackson | TOT | -3.764 |
420 | Keon Johnson | POR | -3.787 |
421 | Juan Toscano-Anderson | TOT | -3.787 |
422 | Tre Mann | OKC | -3.789 |
423 | Goran Dragić | TOT | -3.809 |
424 | Ousmane Dieng | OKC | -3.812 |
425 | Justin Holiday | TOT | -3.86 |
426 | Jabari Walker | POR | -3.987 |
427 | Rudy Gay | UTA | -3.993 |
428 | JT Thor | CHO | -4.053 |
429 | Isaiah Roby | SAS | -4.08 |
430 | Malachi Flynn | TOR | -4.111 |
431 | Caleb Houstan | ORL | -4.129 |
432 | Duncan Robinson | MIA | -4.157 |
433 | Ziaire Williams | MEM | -4.274 |
434 | Dillon Brooks | MEM | -4.371 |
435 | Chris Duarte | IND | -4.396 |
436 | MarJon Beauchamp | MIL | -4.41 |
438 | Amir Coffey | LAC | -4.763 |
439 | Malaki Branham | SAS | -4.781 |
440 | Davon Reed | TOT | -4.874 |
441 | Simone Fontecchio | UTA | -4.98 |
442 | Matthew Dellavedova | SAC | -5.232 |
443 | Bryce McGowens | CHO | -5.352 |
445 | Thanasis Antetokounmpo | MIL | -5.74 |
446 | TyTy Washington Jr. | HOU | -5.922 |
447 | Frank Ntilikina | DAL | -6.051 |
448 | Ish Smith | DEN | -6.095 |
449 | James Bouknight | CHO | -6.225 |
450 | Daishen Nix | HOU | -6.315 |
451 | Blake Wesley | SAS | -7.87 |