APBRmetrics

Posted: **Sat Apr 11, 2015 2:44 am**

I created a stat I call VEDS - short for Volume, Efficiency, Defense, Spacing. My goal was to create a stat weighing these areas relatively equally. There is a calculation for each part then they are added together into a net value

For readability purposes in these calculations:

Possessions = FGA + (0.44*FTA) + TOV

Distance = (Player’s average shot distance / 23)

% of FGs assisted = (% of player’s FGA that are from 2 * Assisted percentage on 2pt FGM) + (% of player’s FGA that are from 3 * Assisted percentage on 3pt FGM)

To calculate each part:

Volume

(Possessions /25)*10

eg. 2014 Kevin Durant uses roughly 28.66 possessions, which divided by 25 is 1.146. Multiplied by 10 is 11.46.

My reasoning for this is it means a player using 25 possessions a game would lead to a value of 10 in this category which felt like a good match to me as an elite threshold. In 2013-2014 Durant leads the league at 11.46 with Carmelo the only other player above 10 at 10.79

Efficiency

(((((( (ORTG - 105) / 100) + 1 ) * Possessions) - Possessions)) * 2.7 )

eg. 2014 Kevin Durant has 123 ORTG which is +18 from 105 ORTG. 18 divided by 100 plus 1 is 1.18. Multiplying 1.18 times roughly 28.66 possessions = 33.82, which is +5.16 from 28.66. 5.16 * 2.7 = 13.93.

I developed the original version of this formula years ago. My reasoning for all these numbers: I take the player's ORTG and subtract 105 which I use as an estimate for average player efficiency. For example Durant is +18 from 105. After dividing by 100 and adding to 1 to turn turning it into the e.g. 1.18 style number, I multiply this by the player’s number of possessions such as 28.66, and then subtract this by the number of possessions. I do this because to estimate the difference between the player and if his possessions were used at at 1 point per possession. For example in Durant’s case, 1 * 28.66 possessions is 28.66 points, but at Durant’s efficiency, 28.66 possessions leads to 33.82 points, for a difference of +5.16 points. I then multiply this by 2.7 ,which when I first created the stat was an estimate of wins per point. Trying to turn the stat into wins isn’t as relevant to VEDS, but I kept things this way, since it fits the scale of 10 being a rare/elite number. For example in 13-14 after Durant, Lebron at 10.56 and Paul at 10.1 were the only other 2 players rating above 10.

Defense

(DRAPM*1.5)+5) * (Minutes played/36)

eg. 2014 Kevin Durant is at 0.3 DRAPM, which times 1.5 then added to 5 = 5.45. When adjusted for Durant’s 38.5mpg his number is pushed up to roughly 5.83.

There are probably more sophisticated ways to put DRAPM into a calculation but this worked well enough for now. Multiplying DRAPM by 1.5 and adding it to 5 helped make the Defense portion scaled more similar to the other stats where 10 is an special number. Andre Iguodala leads 13-14 at 11.925 while one other player in Marc Gasol is over 10, at 10.34.

I felt the minutes played addition was necessary because the Volume and Efficiency categories were both affected by how many minutes you play.

Spacing

(Distance * % of FGM assisted) *10) * 1.5) * (Minutes Played/36)

eg. 2014 Kevin Durant has a distance value of 0.6 after his average shot distance of 13.8 is divided by 23 and has .479 FGM assisted, for a value of roughly .287 when multiplied together, or 2.87 when multiplied by 10. Times 1.5 and then adjusted for his 38.5 minutes played takes him to roughly 4.61 for the stat.

I made a thread on here last month saying why I thought this was a good shorthand for spacing. Factoring in assisted FGM helps get away from the ball dominant long range chuckers who are less likely to have their shots assisted, while I feel spot up shooters are more of the “floor spacer” type of specialists I was looking to isolate in this stat. In addition to that 3 point shots are far more likely to be assisted than 2s, so players who take a lot of 3s are likely to have a high percentage of them assisted and thus perform well in this category. I multiply for 1.5 and adjust for minutes played for the same reason I did in the defense category.

In 2013-2014 Kyle Korver leads the league at 12.47 while 2nd and 3rd place are Martell Webster and J.J. Redick at roughly 8.43 and 8.42.

I understand from the other thread there are concerns about how for example prime Dwight Howard spaces the floor by being a low block nightmare who draws doubles, but would not get called a floor spacer here. This is true but one of the main reasons I wanted to treat Volume as equally important as stats like efficiency, spacing and defense is the concept that higher volume players take pressure off their teammates and open up space for them. Orlando Dwight might not be getting credit for "spacing" here but in the volume category his high usage helps account for how the attention he creates opens up space for teammates. Likewise, Durant’s spacing number is mediocre for a player who is typically rated very very spacing positive, but by leading the league in the Volume category, this helps account for the space he creates by being ultra high usage. In Volume+Spacing combined, he rates 3rd in the league with Korver at 16.7, Love at 16.17, Durant at 16.07.

So to recap in the 4 categories Durant had

Volume 11.46
Efficiency 13.93
Defense 5.83
Spacing 4.61

For a VEDS of 35.83 per 82 games. Adjusting for 81 games played puts him at 35.39.

On my spreadsheet for 2013-2014, top 10 players (per 82 games):

1 Kevin Durant - 35.83
2 Kevin Love - 32.70
3 Lebron James - 27.95
4 Dirk Nowitzki - 27.74
5 Chris Paul - 27.35
6 Carmelo Anthony - 27.05
7 Stephen Curry - 26.90
8 James Harden - 26.54
9 Blake Griffin - 26.05
10 Kyle Korver - 25.83

Including games played (thus "MVP ranking"):

1 Kevin Durant - 35.39
2 Kevin Love - 30.70
3 Dirk Nowitzki - 27.06
4 Lebron James - 26.24
5 Stephen Curry - 25.59
6 Blake Griffin - 25.42
7 Carmelo Anthony - 23.40
8 Wesley Matthews - 24.79
9 James Harden - 23.63
10 Kyle Lowry - 23.47

The most consistent trend were the 3 and D guys looking great compared to reputation, like Matthews rating as a fringe top 10 player, Ariza rating as the cleanly the best Wizard and top 20 overall, Carroll rating 2nd behind Korver on the Hawks. Westbrook was one of the biggest losers compared to conventional wisdom by ranking only 10th in PGs behind some players like George Hill and Patrick Beverley and 50th overall. For a season where he finished 4th in MVP voting, Noah only ranks 48th overall, but mainly because his DRAPM in 13-14 at only 1.3 is so far off from his DPOY reputation, normally Noah gets over 2 in DRAPM and had 4.9 in 12-13.

Some charts:

Top 10 in Spacing

1 Kyle Korver 12.47
2 Martell Webster 8.43
3 J.J. Redick (LAC) 8.42
4 Trevor Ariza 8.29
5 Nic Batum 7.93
6 Caron Butler (OKC) 7.93
7 Jared Dudley 7.67
8 Wesley Matthews 7.66
9 Anthony Tolliver 7.58
10 Josh McRoberts 7.57

Once again minutes are taken into account here, so I believe on a per minute basis a player like Tolliver would rate as more of a "pure floor spacer", this is more like spacing value added per game which favors guys who can do it longer compared to very limited spot up shooter bench players

Top 10 in Defense

1 Andre Iguodala 11.925
2 Marc Gasol 10.34
3 Dwight Howard 9.31
4 Eric Bledsoe 9.23
5 Amir Johnson 9.04
6 Paul George 8.50
7 Lamarcus Aldridge 8.50
8 Tim Duncan 8.19
9 Nene Hilario 8.00
10 Larry Sanders 7.97

Top 10 in Spacing+Defense

1 Kyle Korver 17.89
2 Andre Iguodala 17.36
3 Marc Gasol 14.78
4 Trevor Ariza 14.69
5 Jimmy Butler 14.13
6 DeMarre Carroll 13.85
7 Paul George 13.78
8 Chris Bosh 13.71
9 Lamarcus Aldridge 13.41
10 Wesley Matthews 13.36

For 2015 players so far I started a little since the stats change every day, but I was curious about current MVP rankings, etc. Of the stars I did Durant still rates as the best per game player, followed narrowly by Davis, Curry, Harden, Butler, Korver, Paul, Klay, LBJ, Westbrook. When including games played Curry and Harden are 1 and 2 respectively.

Posted: **Sat Apr 11, 2015 8:38 pm**

This is well presented. Giving example calculations helps understanding and avoids misunderstanding.

I might favor a different ratio of the parts. But I see this an exercise for discovery, not necessarily a precise valuation; so while the weights are important, the exercise as is will raise most of the same points of interest as it would with modestly different weights.

Posted: **Thu Apr 23, 2015 4:36 am**

End of season probably partly responsible for lack of much discussion. Perhaps pre-season might draw more attention, especially for guys who move.

Posted: **Mon May 04, 2015 6:43 am**

Looks like DRAPM won't be up for a while (until after the playoffs) so I made a variant with DRPM for now. Also adjusted the ORTG number to 105.6 (league efficiency this year) instead of my 105 estimate

Per 82 games:

Code: Select all

Player	Team	VEDS
Anthony Davis	NOP	34.32983491
Stephen Curry	GSW	29.43811116
Kevin Durant	OKC	29.38368418
Kyle Korver	ATL	27.06935016
Jimmy Butler	CHI	27.0671713
James Harden	HOU	26.67493884
Lebron James	CLE	26.17242306
Chris Paul	LAC	25.73394333
J.J. Redick	LAC	25.10848705
Wesley Matthews	POR	24.98666685
Kawhi Leonard	SAS	24.75038329
Kevin Love	CLE	24.70043726
Draymond Green	GSW	24.32811546
Serge Ibaka	OKC	23.54558239
Trevor Ariza	HOU	23.42776712
DeMarcus Cousins	SAC	23.42767542
Blake Griffin	LAC	23.05601383
Russell Westbrook	OKC	22.35325963
Klay Thompson	GSW	22.22466988
Kyrie Irving	CLE	22.1489247
Khris Middleton	MIL	21.83054852
Gordon Hayward	UTA	21.44893898
Marc Gasol	MEM	21.29974828
Danny Green	SAS	21.23600695
Pau Gasol	CHI	21.20686138
Tim Duncan	SAS	20.93068372
Lamarcus Aldridge	POR	20.69023444
Mike Dunleavy	CHI	20.46568738
Paul Millsap	ATL	20.38618384
Kyle Lowry	TOR	20.37419817
Damian Lillard	POR	20.35203749
Tyson Chandler	DAL	19.90003738
Chris Bosh	MIA	19.62226413
J.R. Smith	CLE	19.55240273
Al Horford	ATL	19.516777
Derrick Favors	UTA	19.41390682
DeMarre Carroll	ATL	19.08823425
Chandler Parsons	DAL	18.9794019
Anthony Morrow	OKC	18.50521431
Dirk Nowitzki	DAL	18.39116546
Matt Barnes	LAC	18.22433401
Eric Bledsoe	PHX	18.10680645
John Wall	WAS	18.0185919
Isaiah Thomas	PHX	17.99638823
Darren Collison	SAC	17.87400948
Deandre Jordan	LAC	17.74267884
Markieff Morris	PHX	17.70889423
Nikola Vucevic	ORL	17.5956209
Zach Randolph	MEM	17.38869715
Marcin Gortat	WAS	17.37567531
Ben McLemore	SAC	17.32281466
George Hill	IND	17.23018939
Greg Monroe	DET	17.07742705
Luol Deng	MIA	16.99873171
Brook Lopez	BKN	16.83740545
Paul Pierce	WAS	16.65458343
Nicolas Batum	POR	16.54123878
C.J. Miles	IND	16.52955742
Bradley Beal	WAS	16.43316925
Jared Dudley	MIL	16.35712951
Jeff Teague	ATL	16.22445419
Harrison Barnes	GSW	16.20934482
Danilo Gallinari	DEN	16.19703278
Michael Kidd-Gilchrist	CHO	16.15943009
Avery Bradley	BOS	16.04496812
DeMar Derozan	TOR	15.95086047
Carmelo Anthony	NYK	15.92747539
Kevin Garnett	MIN	15.7782948
Isaiah Thomas	BOS	15.77107691
Robert Covington	PHI	15.73002993
Rudy Gay	SAC	15.68230844
Patrick Beverley	HOU	15.67918665
Jrue Holiday	NOP	15.60189212
Kevin Martin	MIN	15.5210443
Marvin Williams	CHO	15.50638251
Enes Kanter	OKC	15.49218553
Mike Conley	MEM	15.2319684
Anthony Tolliver	DET	15.1419294
Goran Dragic	MIA	15.0683654
Andre Iguodala	GSW	15.05176515
Rudy Gobert	UTA	15.02217455
Jonas Valanciunas	TOR	15.01142413
Timofey Mozgov	CLE	14.82590624
Arron Afflalo	DEN	14.60104691
David West	IND	14.54066445
Patrick Patterson	TOR	14.51550659
Ricky Rubio	MIN	14.50280375
Robin Lopez	POR	14.47847937
Kentavious Caldwell-Pope	DET	14.42960486
P.J. Tucker	PHX	14.27861619
Louis Williams	TOR	14.25981301
Nikola Mirotic	CHI	14.23501981
Thaddeus Young	MIN	14.23084463
Goran Dragic	PHX	14.21406175
Tobias Harris	ORL	14.19498523
Channing Frye	ORL	14.17582517
Courtney Lee	MEM	14.12935193
Donatas Motiejunas	HOU	14.10729804
Thaddeus Young	BKN	14.07768659
Eric Gordon	NOP	14.0768513
Ty Lawson	DEN	13.92246028
Terrence Jones	HOU	13.87252081
Joe Johnson	BKN	13.83314593
Jared Sullinger	BOS	13.81508266
Jason Terry	HOU	13.79219608
Giannis Antetokounmpo	MIL	13.72186814
Gorgui Dieng	MIN	13.65951105
Jeff Green	MEM	13.65896655
Brandon Jennings	DET	13.64329437
Alan Anderson	BKN	13.60695793
Cody Zeller	CHO	13.60493097
Hassan Whiteside	MIA	13.55925956
Wesley Johnson	LAL	13.55406953
Andrew Bogut	GSW	13.53533779
Marcus Smart	BOS	13.48803445
Joakim Noah	CHI	13.45873221
Gerald Henderson	CHO	13.44399344
Tony Allen	MEM	13.27045609
Arron Afflalo	POR	13.25272793
Wilson Chandler	DEN	13.22369301
Dwight Howard	HOU	13.22085049
Brandan Wright	DAL	13.11829042
Monta Ellis	DAL	13.10276647
Quincy Pondexter	NOP	13.07768486
Tyler Zeller	BOS	13.07632875
Jeff Green	BOS	13.00206046
Langston Galloway	NYK	12.9699084
Kelly Olynyk	BOS	12.90898843
Brandon Knight	MIL	12.86891148
Jodie Meeks	DET	12.86442799
Amir Johnson	TOR	12.84153015
Andre Drummond	DET	12.83068697
Wayne Ellington	LAL	12.78547066
Reggie Jackson	DET	12.71663292
Kenneth Faried	DEN	12.68356756
Deron Williams	BKN	12.6395444
Timofey Mozgov	DEN	12.61079989
Manu Ginobili	SAS	12.59808337
Zaza Pachulia	MIL	12.59626365
Al Jefferson	CHO	12.56787971
C.J. Watson	IND	12.3853632
Taj Gibson	CHI	12.3260256
Mo Williams	CHO	12.29102642
Luc Mbah a Moute	PHI	12.29031606
Iman Shumpert	CLE	12.21138269
Nerlens Noel	PHI	12.21130535
Tyreke Evans	NOP	12.15168761
Jae Crowder	BOS	12.12374854
Nene Hilario	WAS	12.07876662
Ryan Anderson	NOP	11.97104618
Brandon Bass	BOS	11.95930071
Caron Butler	DET	11.95164327
Mario Chalmers	MIA	11.85451614
Roy Hibbert	IND	11.84467883
Iman Shumpert	NYK	11.78782449
Henry Walker	MIA	11.73785989
Ersan Ilyasova	MIL	11.70048395
Kemba Walker	CHO	11.63923411
Andrew Wiggins	MIN	11.6363383
Shawne Williams	MIA	11.62639377
Dante Cunningham	NOP	11.62195004
Hollis Thompson	PHI	11.59849622
Anderson Varejao	CLE	11.49783726
Tiago Splitter	SAS	11.41793925
Alexey Shved	NYK	11.39029258
Dwyane Wade	MIA	11.38299929
Nikola Pekovic	MIN	11.37804471
Chris Johnson	UTA	11.35486357
Rasual Butler	WAS	11.31959586
Jonas Jerebko	BOS	11.31793117
Evan Fournier	ORL	11.29959994
Mirza Teletovic	BKN	11.27343299
Josh Smith	HOU	11.22796574
Gary Neal	MIN	11.22700566
Corey Brewer	HOU	11.20076322
Jose Calderon	NYK	11.19737279
Rodney Stuckey	IND	11.16247667
Shabazz Muhammad	MIN	11.11619945
Marcus Morris	PHX	11.09616247
O.J. Mayo	MIL	11.06381354
Victor Oladipo	ORL	11.04491161
Kyle Singler	DET	11.02372255
Rodney Hood	UTA	10.93686435
Tayshaun Prince	BOS	10.86746943
Jamal Crawford	LAC	10.83420978
Omer Asik	NOP	10.828856
Meyers Leonard	POR	10.81662109
Darrell Arthur	DEN	10.80601372
Alec Burks	UTA	10.71501232
Jeremy Lin	LAL	10.68463396
Will Barton	DEN	10.64886189
Al-Farouq Aminu	DAL	10.57204681
Tristan Thompson	CLE	10.53735214
Nick Young	LAL	10.52611592
Reggie Jackson	OKC	10.52301762
Kevin Garnett	BKN	10.4164333
Mo Williams	MIN	10.41047489
Brandan Wright	PHX	10.3807769
Thabo Sefolosha	ATL	10.37638227
Boris Diaw	SAS	10.32882601
Ryan Kelly	LAL	10.25091244
James Johnson	TOR	10.08722511
Andre Roberson	OKC	10.07461331
Steven Adams	OKC	10.0508464
Otto Porter	WAS	10.01950771
Jonas Jerebko	DET	10.01851585
Devin Harris	DAL	9.983702772
Ed Davis	LAL	9.981037636
Derrick Rose	CHI	9.94589898
Andrea Bargnani	NYK	9.897992861
Brandon Knight	PHX	9.878221803
Marco Belinelli	SAS	9.781752514
Pablo Prigioni	NYK	9.762472654
Chris Anderson	MIA	9.755261039
Pero Antic	ATL	9.708652928
Alex Len	PHX	9.702141353
Luis Scola	IND	9.673022972
Josh Smith	DET	9.630342879
Greivis Vasquez	TOR	9.628445254
Michael Carter-Williams	MIL	9.51983215
Amar'e Stoudemire	DAL	9.448422084
Tony Snell	CHI	9.446478278
Quincy Acy	NYK	9.416532096
Mike Scott	ATL	9.414339693
Tayshaun Prince	DET	9.343534668
Kris Humphries	WAS	9.326726875
Terrence Ross	TOR	9.266294414
Larry Sanders	MIL	9.250132895
Cory Joseph	SAS	9.224830373
Trey Burke	UTA	9.221609145
Jabari Brown	LAL	9.198304069
Jordan Hill	LAL	9.130078095
Jason Richardson	PHI	9.115156132
Joe Ingles	UTA	9.100973246
Matthew Dellavedova	CLE	9.071048833
Amar'e Stoudemire	NYK	9.058924464
Tarik Black	LAL	9.042436116
Ronnie Price	LAL	9.025647101
Pablo Prigioni	HOU	8.955900403
Lavoy Allen	IND	8.910588555
Solomon Hill	IND	8.828715708
Norris Cole	NOP	8.826421132
Patrick Mills	SAS	8.797348083
Randy Foye	DEN	8.75164456
Nick Collison	OKC	8.707316565
Tim Hardaway	NYK	8.698494864
Jason Thompson	SAC	8.682842217
Dante Exum	UTA	8.675558612
Mareese Speights	GSW	8.670030812
Corey Brewer	MIN	8.659874716
John Jenkins	ATL	8.620681224
Chris Johnson	MIL	8.614583648
Steve Blake	POR	8.540728826
Richard Jefferson	DAL	8.536446116
Alexey Shved	PHI	8.466212133
Carl Landry	SAC	8.465786369
David Lee	GSW	8.451462889
Rajon Rondo	BOS	8.429483997
Omri Casspi	SAC	8.414790548
Aron Baynes	SAS	8.386629758
Sean Kilpatrick	MIN	8.336629065
Elfrid Payton	ORL	8.235298089
A.J. Price	IND	8.219741469
Kirk Hinrich	CHI	8.150424924
Jerami Grant	PHI	8.132780024
Sergey Karasev	BKN	8.099198468
Danny Granger	MIA	8.085305659
Bojan Bogdanovic	BKN	8.070610885
Marcus Thornton	BOS	8.046494892
Ramon Sessions	WAS	8.044996072
Jordan Clarkson	LAL	8.044879745
Kostas Koufos	MEM	8.001330744
Jerryd Bayless	MIL	7.966361797
J.R. Smith	NYK	7.966130194
Chase Budinger	MIN	7.957981867
Kyle O'Quinn	ORL	7.956120148
Tayshaun Prince	MEM	7.952438844
Spencer Hawes	LAC	7.899385066
Mason Plumlee	BKN	7.841770703
Mike Muscala	ATL	7.839932222
Jameer Nelson	DAL	7.828979842
Tony Parker	SAS	7.820279329
James Jones	CLE	7.81050054
James Ennis	MIA	7.790157309
Drew Gooden	WAS	7.774334748
Henry Sims	PHI	7.757644754
Damjan Rudez	IND	7.744301872
Dion Waiters	OKC	7.714938497
Rajon Rondo	DAL	7.678770123
Jusuf Nurkic	DEN	7.66005658
Jarrett Jack	BKN	7.659200909
Bismack Biyombo	CHO	7.651190584
Quincy Pondexter	MEM	7.628907815
Elijah Millsap	UTA	7.601392737
Tyler Hansbrough	TOR	7.567898578
Josh McRoberts	MIA	7.488056593
Sebastian Telfair	OKC	7.486673751
Beno Udrih	MEM	7.4866232
Kobe Bryant	LAL	7.485691717
Alexis Ajinca	NOP	7.48330329
Isaiah Canaan	PHI	7.420050646
Aaron Brooks	CHI	7.343682228
C.J. McCollum	POR	7.326814189
Evan Turner	BOS	7.324267733
John Henson	MIL	7.31054458
Carlos Boozer	LAL	7.296267538
Trevor Booker	UTA	7.262633711
Gerald Green	PHX	7.258780012
Shabazz Napier	MIA	7.203917396
Garrett Temple	WAS	7.197707747
Allen Crabbe	POR	7.134256311
Robbie Hummel	MIN	7.127278263
Leandro Barbosa	GSW	7.123857735
Shane Larkin	NYK	7.093690899
Shaun Livingston	GSW	7.086462844
Louis Amundson	NYK	7.072185211
D.J. Augustin	OKC	7.05514172
Enes Kanter	UTA	7.035375587
Robert Sacre	LAL	7.035281082
Anthony Tolliver	PHX	7.012848291
D.J. Augustin	DET	7.008853299
Jabari Parker	MIL	6.993747324
Dion Waiters	CLE	6.971049339
Luigi Datome	BOS	6.868334111
Mike Miller	CLE	6.85351433
Dorell Wright	POR	6.852025968
Kyle Singler	OKC	6.838341198
Luke Babbitt	NOP	6.829786618
Jameer Nelson	DEN	6.820503905
Thomas Robinson	PHI	6.80869384
Michael Carter-Williams	PHI	6.803728633
Justin Hamilton	MIN	6.774637898
Troy Daniels	CHO	6.769361555
Jeremy Lamb	OKC	6.667771563
Austin Rivers	NOP	6.607502738
Chris Johnson	PHI	6.57871308
Donald Sloan	IND	6.570988893
Chris Kaman	POR	6.450967017
Ian Mahinmi	IND	6.423688902
J.J. Barea	DAL	6.416740638
Kent Bazemore	ATL	6.415309317
Arinze Onuaku	MIN	6.409808305
Matt Bonner	SAS	6.409399382
Mitch McGary	OKC	6.403339001
Cole Aldrich	NYK	6.380595092
Kostas Papanikolaou	HOU	6.36237136
Vince Carter	MEM	6.340198157
Derrick Williams	SAC	6.32321467
Reggie Bullock	LAC	6.290686342
Hedo Turkoglu	LAC	6.170593744
Brian Roberts	CHO	6.160227704
Jason Smith	NYK	6.152849981
Norris Cole	MIA	6.134751748
Lance Thomas	NYK	6.032103279
Shawn Marion	CLE	5.999070871
Joel Freeland	POR	5.914989406
Miles Plumlee	PHX	5.897585646
Tyler Johnson	MIA	5.888645437
Willie Green	ORL	5.800299387
T.J. Warren	PHX	5.785227744
Isaiah Canaan	HOU	5.77645232
Jordan Farmar	LAC	5.748345859
Nick Calathes	MEM	5.629767861
Austin Rivers	LAC	5.587217434
Justin Holiday	GSW	5.566341823
Lorenzo Brown	MIN	5.563528145
Charlie Villaneuva	DAL	5.561214831
Dewayne Dedmon	ORL	5.534196215
Kendall Marshall	MIL	5.516623544
Glen Davis	LAC	5.480535123
Michael Beasley	MIA	5.467552649
Jannero Pargo	CHO	5.467354528
Jon Leuer	MEM	5.431883079
Udonis Haslem	MIA	5.367095961
Aaron Gordon	ORL	5.348940441
Tarik Black	HOU	5.313663732
Dennis Schroeder	ATL	5.309904334
Shelvin Mack	ATL	5.263863736
Lance Thomas	OKC	5.261283556
Tim Frazier	POR	5.256097743
Nik Stauskas	SAC	5.239926008
Elliott Williams	UTA	5.118252684
Elton Brand	ATL	5.089410513
J.J. Hickson	DEN	5.049770511
Ray McCallum	SAC	5.048335593
Jae Crowder	DAL	5.025755544
James Young	BOS	4.997112971
Justin Hamilton	MIA	4.947748267
Maurice Harkless	ORL	4.898203764
Andre Miller	SAC	4.8791504
Jeff Adrien	MIN	4.866975009
Dwight Powell	DAL	4.850669921
Jorge Gutierrez	MIL	4.841334577
Festus Ezeli	GSW	4.838485308
Dwight Buycks	LAL	4.793189847
Samuel Dalembert	NYK	4.713820978
P.J. Hairston	CHO	4.65675327
Tyrus Thomas	MEM	4.62429514
Kevin Seraphin	WAS	4.589609841
John Salmons	NOP	4.571924768
Cleanthony Early	NYK	4.52256598
K.J. McDaniels	PHI	4.516517071
Markel Brown	BKN	4.449751149
Reggie Evans	SAC	4.438702411
Jason Maxiell	CHO	4.40685127
Cory Jefferson	BKN	4.357009241
Nate Robinson	DEN	4.355558331
Jeffery Taylor	CHO	4.289732121
Jeremy Evans	UTA	4.282461989
Alonzo Gee	DEN	4.264510571
Brandon Davies	PHI	4.241757579
Lester Hudson	LAC	4.214367219
Andrew Nicholson	ORL	4.203455816
Austin Daye	ATL	4.176801494
Kendrick Perkins	OKC	4.161449101
Bernard James	DAL	4.138015257
Steve Novak	UTA	4.117857311
Gary Neal	CHO	4.089096404
Ryan Hollins	SAC	4.037375386
Victor Claver	POR	4.021108889
Francisco Garcia	HOU	4.006455969
Tony Wroten	PHI	3.928917285
Brandan Wright	BOS	3.884593826
Lance Stephenson	CHO	3.843131814
Chris Copeland	IND	3.799952234
Luke Ridnour	ORL	3.797617609
Joel Anthony	DET	3.794092621
James Michael McAdoo	GSW	3.788731644
Nate Robinson	LAC	3.749653337
Anthony Bennett	MIN	3.744357346
Ramon Sessions	SAC	3.728267524
Joey Dorsey	HOU	3.70500068
Perry Jones III	OKC	3.694100023
Jerome Jordan	BKN	3.678189029
John Lucas III	DET	3.676839543
Greg Smith	DAL	3.66458536
Bryce Cotton	UTA	3.637124521
Jordan Hamilton	LAC	3.604995072
Javale McGee	DEN	3.589349956
Andre Miller	WAS	3.582809898
Travis Wear	NYK	3.531598029
Russ Smith	MEM	3.526677299
Joe Harris	CLE	3.525681641
Quincy Miller	DET	3.28750474
Toney Douglas	NOP	3.279190377
Paul George	IND	3.265511494
Zach LaVine	MIN	3.242398721
Jarnell Stokes	MEM	3.241850101
JaKarr Sampson	PHI	3.211347078
Miles Plumlee	MIL	3.1854898
Shayne Whittington	IND	3.140060648
E'Twaun Moore	CHI	3.138419496
Elliot Williams	NOP	3.108550899
Ben Gordon	ORL	3.040714029
Furkan Aldemir	PHI	3.014033994
Jeff Withey	NOP	3.006336327
Devyn Marble	ORL	2.999971903
Noah Vonleh	CHO	2.953704734
Earl Barron	PHX	2.950116765
Chuck Hayes	TOR	2.92814795
Phil Pressey	BOS	2.918278754
Steve Novak	OKC	2.866445314
Adreian Payne	MIN	2.850118097
Ish Smith	PHI	2.786863777
Troy Daniels	HOU	2.773372332
Jordan Adams	MEM	2.765116063
Kenyon Martin	MIL	2.646813888
Raymond Felton	DAL	2.637237778
Erick Green	DEN	2.626076298
Troy Daniels	MIN	2.609353714
Jimmer Fredette	NOP	2.607085484
Ian Clark	UTA	2.595522448
Grant Jerrett	UTA	2.56974239
Cartier Martin	DET	2.542545384
Malcolm Thomas	PHI	2.501720558
Shannon Brown	MIA	2.491690622
Jeff Ayres	SAS	2.463923197
Austin Daye	SAS	2.461423835
Reggie Williams	SAS	2.439314347
JaMychal Green	MEM	2.419505577
Ognjen Kuzmic	GSW	2.396015622
Shawne Williams	DET	2.323261183
Earl Clark	BKN	2.292409841
Ricky Ledo	NYK	2.27331302
Thomas Robinson	POR	2.269831575
Quincy Miller	SAC	2.188216404
Martell Webster	WAS	2.183177651
Archie Goodwin	PHX	2.124748171
Alexey Shved	HOU	2.091616458
Landry Fields	TOR	2.035172931
Chris Douglas-Roberts	LAC	2.021093417
Will Barton	POR	2.010551556
Jamaal Franklin	DEN	1.988860483
Joffrey Lauvergne	DEN	1.982932043
Xavier Henry	LAL	1.979307733
Doug McDermott	CHI	1.945501476
Spencer Dinwiddie	DET	1.931407883
Gary Harris	DEN	1.911986199
Glenn Robinson	PHI	1.7822336
Kyle Anderson	SAS	1.771515043
Louis Amundson	CLE	1.753769554
Jack Cooley	UTA	1.6915866
Will Cherry	CLE	1.673492825
Nate Wolters	MIL	1.613248597
C.J. Wilcox	LAC	1.583772823
Jared Cunningham	LAC	1.548268642
Ian Clark	DEN	1.505301474
JaMychal Green	SAS	1.500033478
Tim Frazier	PHI	1.485610507
David Stockton	SAC	1.441931705
Alonzo Gee	POR	1.424180831
Ronny Turiaf	MIN	1.382777778
Tyler Ennis	PHX	1.293056303
Zoran Dragic	MIA	1.277810671
Ekpe Udoh	LAC	1.273739549
Andre Dawkins	MIA	1.191595918
Darius Morris	BKN	1.187427961
Nick Johnson	HOU	1.177512356
Jorge Gutierrez	BKN	1.160096211
Luigi Datome	DET	1.143890797
Kendrick Perkins	CLE	1.070736966
Nazr Mohammad	CHI	1.066079818
Jameer Nelson	BOS	1.050893411
Gerald Wallace	BOS	1.018599995
Greg Stiemsma	TOR	0.985526458
Eric Moreland	SAC	0.9669872222
Johnny O'Bryant	MIL	0.9644322087
Alex Kirk	CLE	0.9584416889
Dahntay Jones	LAC	0.8985239816
Brendan Haywood	CLE	0.8799049391
Shavlik Randolph	PHX	0.8141512
Sim Bhullar	SAC	0.7862322222
Miroslav Raduljica	MIN	0.7718310222
Clint Capela	HOU	0.7592471188
Javale McGee	PHI	0.7582273275
Glenn Robinson 	MIN	0.7440800889
DeJuan Blair	WAS	0.74232583
Ish Smith	OKC	0.6669103947
Glen Rice	WAS	0.5026869386
Shavlik Randolph	BOS	0.4819259111
Drew Gordon	PHI	0.4442152563
Cameron Bairstow	CHI	0.4200696
Dwight Powell	BOS	0.3666120174
Zoran Dragic	PHX	0.1379752874
Brandon Davies	BKN	0.09815515652
K.J. McDaniels	HOU	0.09296716812
David Wear	SAC	0.04028611111
Tyler Ennis	MIL	-0.01859577101
Vander Blue	LAL	-0.05490496618
Brandon Rush	GSW	-0.07739561256
A.J. Price	CLE	-0.1123464415
Lucas Nogueira	TOR	-0.304138257
Larry Drew	PHI	-0.3043937333
Andrei Kirilenko	BKN	-0.3214234667
Toure' Murray	WAS	-0.3351118502
Jerrelle Benimon	UTA	-0.3831416667
Will Bynum	WAS	-0.6231057275
Bruno Caboclo	TOR	-0.6244428744
Nate Wolters	NOP	-0.691308321
Jerel McNeal	PHX	-0.8607519362
Darius Miller	NOP	-0.9130755556
Adreian Payne	ATL	-0.9746136
Marcus Thornton	PHX	-1.1971328
A.J. Price	PHX	-1.834711111
Kalin Lucas	MEM	-1.987866667
Reggie Bullock	PHX	-1.988157422
Patrick Christopher	UTA	-2.011054444
Malcolm Lee	PHI	-2.106755556
Grant Jerrett	OKC	-2.117149432
Seth Curry	PHX	-2.270744444
Toure' Murry	UTA	-2.358561111
Gal Mekel	NOP	-2.746275435
Ricky Ledo	DAL	-2.808702978
Russ Smith	NOP	-2.820143768
Julius Randle	LAL	-4.720251556

Adjusted for games played (* GP/82)

Code: Select all

Player	Team	VEDS (includes Games Played)
Stephen Curry	GSW	28.72010845
Anthony Davis	NOP	28.46864359
James Harden	HOU	26.34963471
Chris Paul	LAC	25.73394333
Kyle Korver	ATL	24.75855197
J.J. Redick	LAC	23.8836828
Draymond Green	GSW	23.43806246
Trevor Ariza	HOU	23.42776712
Kevin Love	CLE	22.59186335
Lebron James	CLE	22.02313647
Jimmy Butler	CHI	21.45568457
Marc Gasol	MEM	21.03999525
Khris Middleton	MIL	21.03186991
Danny Green	SAS	20.97703125
Klay Thompson	GSW	20.86950708
Damian Lillard	POR	20.35203749
Kyrie Irving	CLE	20.25816284
Pau Gasol	CHI	20.17238033
Gordon Hayward	UTA	19.87950442
Tim Duncan	SAS	19.65442252
Kawhi Leonard	SAS	19.31737233
Blake Griffin	LAC	18.83845032
Serge Ibaka	OKC	18.37703991
Wesley Matthews	POR	18.28292696
Russell Westbrook	OKC	18.26424872
Tyson Chandler	DAL	18.2012537
Paul Millsap	ATL	18.14867586
Al Horford	ATL	18.08872014
Lamarcus Aldridge	POR	17.91471519
Eric Bledsoe	PHX	17.88599174
Deandre Jordan	LAC	17.74267884
Markieff Morris	PHX	17.70889423
Derrick Favors	UTA	17.51986713
Kyle Lowry	TOR	17.39260819
Marcin Gortat	WAS	17.37567531
John Wall	WAS	17.35937512
Ben McLemore	SAC	17.32281466
Dirk Nowitzki	DAL	17.26975293
Matt Barnes	LAC	16.89084616
DeMarcus Cousins	SAC	16.85649817
Anthony Morrow	OKC	16.69982755
DeMarre Carroll	ATL	16.29483411
Harrison Barnes	GSW	16.20934482
Nikola Vucevic	ORL	15.87897496
Mike Dunleavy	CHI	15.72363786
Chandler Parsons	DAL	15.27610397
Avery Bradley	BOS	15.06661641
Zach Randolph	MEM	15.05606704
Rudy Gobert	UTA	15.02217455
Luol Deng	MIA	14.92571565
Paul Pierce	WAS	14.82664134
Brook Lopez	BKN	14.78406332
Marvin Williams	CHO	14.74997361
Jonas Valanciunas	TOR	14.64529183
Jeff Teague	ATL	14.44372141
Kentavious Caldwell-Pope	DET	14.42960486
Greg Monroe	DET	14.37003008
Jared Dudley	MIL	14.36235762
Patrick Patterson	TOR	14.33848821
Nicolas Batum	POR	14.32229211
Nikola Mirotic	CHI	14.23501981
Andre Iguodala	GSW	14.13397459
C.J. Miles	IND	14.1105978
Louis Williams	TOR	13.91201269
P.J. Tucker	PHX	13.58209833
Giannis Antetokounmpo	MIL	13.55452828
Joe Johnson	BKN	13.49575213
Robert Covington	PHI	13.42807433
Courtney Lee	MEM	13.26780608
Gerald Henderson	CHO	13.11609116
Tyler Zeller	BOS	13.07632875
Rudy Gay	SAC	13.00484114
Mike Conley	MEM	13.00289985
Channing Frye	ORL	12.96569375
Jason Terry	HOU	12.95120852
Andre Drummond	DET	12.83068697
Monta Ellis	DAL	12.7831868
Ty Lawson	DEN	12.73395757
Bradley Beal	WAS	12.62548369
Wilson Chandler	DEN	12.57863481
Wesley Johnson	LAL	12.56230835
Alan Anderson	BKN	12.27944984
Donatas Motiejunas	HOU	12.21485562
Gorgui Dieng	MIN	12.16029642
Brandon Bass	BOS	11.95930071
Tobias Harris	ORL	11.77145117
Amir Johnson	TOR	11.74530197
Tyreke Evans	NOP	11.70711367
David West	IND	11.70346163
DeMar Derozan	TOR	11.67136132
Danilo Gallinari	DEN	11.65396261
Andrew Wiggins	MIN	11.6363383
Kenneth Faried	DEN	11.60082399
Mario Chalmers	MIA	11.5653816
Caron Butler	DET	11.36863628
Zaza Pachulia	MIL	11.21374691
Nerlens Noel	PHI	11.16887685
Andrew Bogut	GSW	11.05936136
Marcus Smart	BOS	11.02071108
Joakim Noah	CHI	10.996769
Roy Hibbert	IND	10.97799501
J.R. Smith	CLE	10.96842105
Marcus Morris	PHX	10.96084342
Michael Kidd-Gilchrist	CHO	10.83864214
Manu Ginobili	SAS	10.75446141
Patrick Beverley	HOU	10.70773722
Tristan Thompson	CLE	10.53735214
Chris Bosh	MIA	10.52901978
Deron Williams	BKN	10.4815734
Eric Gordon	NOP	10.47180402
Robin Lopez	POR	10.41744248
Rasual Butler	WAS	10.3532889
Cody Zeller	CHO	10.28665512
Boris Diaw	SAS	10.20286471
Tony Allen	MEM	10.19559431
Wayne Ellington	LAL	10.1348243
Isaiah Thomas	PHX	10.09553486
Kelly Olynyk	BOS	10.07530804
Hollis Thompson	PHI	10.04260039
Luc Mbah a Moute	PHI	10.04208752
Omer Asik	NOP	10.03650068
Al Jefferson	CHO	9.96234367
Nene Hilario	WAS	9.869236143
Darren Collison	SAC	9.808907641
Jared Sullinger	BOS	9.771643833
Victor Oladipo	ORL	9.697971171
Kevin Durant	OKC	9.675115523
Rodney Stuckey	IND	9.66507126
Jeremy Lin	LAL	9.642230646
Greivis Vasquez	TOR	9.628445254
Ed Davis	LAL	9.615877722
Anthony Tolliver	DET	9.60219913
O.J. Mayo	MIL	9.579643427
Luis Scola	IND	9.555059277
Al-Farouq Aminu	DAL	9.540627605
Arron Afflalo	DEN	9.437262028
Jodie Meeks	DET	9.412996087
Dante Cunningham	NOP	9.35425247
Taj Gibson	CHI	9.319677894
Terrence Ross	TOR	9.266294414
Devin Harris	DAL	9.253187935
Otto Porter	WAS	9.041994764
George Hill	IND	9.035343215
Goran Dragic	PHX	9.013795256
Ryan Anderson	NOP	8.905290454
Cory Joseph	SAS	8.887336579
Solomon Hill	IND	8.828715708
Kemba Walker	CHO	8.800396524
Joe Ingles	UTA	8.76801081
Dante Exum	UTA	8.675558612
James Johnson	TOR	8.611045825
C.J. Watson	IND	8.609337833
Dwyane Wade	MIA	8.606658003
Steven Adams	OKC	8.579990827
Jason Thompson	SAC	8.576953897
Trey Burke	UTA	8.546857257
Jamal Crawford	LAC	8.455968607
Steve Blake	POR	8.436573597
Jae Crowder	BOS	8.427483739
Thaddeus Young	MIN	8.330250513
Timofey Mozgov	CLE	8.316971795
Tony Snell	CHI	8.294468732
Ersan Ilyasova	MIL	8.275952063
Elfrid Payton	ORL	8.235298089
Andre Roberson	OKC	8.231696241
Alex Len	PHX	8.163996992
Brandon Knight	MIL	8.160773137
Mareese Speights	GSW	8.035638313
Evan Fournier	ORL	7.99239996
Hassan Whiteside	MIA	7.937127548
Kostas Koufos	MEM	7.90375354
Mason Plumlee	BKN	7.841770703
Quincy Acy	NYK	7.808831494
Mike Scott	ATL	7.807013404
Jordan Hill	LAL	7.793969105
Carmelo Anthony	NYK	7.769500188
Richard Jefferson	DAL	7.703622105
Bojan Bogdanovic	BKN	7.676922549
Corey Brewer	HOU	7.64930171
Darrell Arthur	DEN	7.643277997
Jrue Holiday	NOP	7.610679085
Josh Smith	HOU	7.530952628
Jeff Green	MEM	7.495774329
Jerryd Bayless	MIL	7.480608029
Jarrett Jack	BKN	7.472391131
Pero Antic	ATL	7.459087005
Tim Hardaway	NYK	7.425544396
Matthew Dellavedova	CLE	7.411710632
Marco Belinelli	SAS	7.395959218
Kevin Martin	MIN	7.381960092
Aaron Brooks	CHI	7.343682228
Evan Turner	BOS	7.324267733
Kris Humphries	WAS	7.279396586
Kyle Singler	DET	7.259524604
Meyers Leonard	POR	7.255050734
Tiago Splitter	SAS	7.240644404
Carl Landry	SAC	7.226890803
Beno Udrih	MEM	7.212722351
Quincy Pondexter	NOP	7.176778275
Aron Baynes	SAS	7.159318086
Chris Anderson	MIA	7.137995882
Langston Galloway	NYK	7.117632659
Spencer Hawes	LAC	7.032379388
Nick Collison	OKC	7.008327967
Trevor Booker	UTA	6.996927599
Henry Sims	PHI	6.906195939
Omri Casspi	SAC	6.875499594
Lavoy Allen	IND	6.845939987
Tyler Hansbrough	TOR	6.829567009
Brandon Jennings	DET	6.821647184
Shaun Livingston	GSW	6.74078173
Rodney Hood	UTA	6.668819725
Dwight Howard	HOU	6.610425244
Thabo Sefolosha	ATL	6.580144856
Shane Larkin	NYK	6.574640346
Kirk Hinrich	CHI	6.56009811
Gerald Green	PHX	6.550606352
Chase Budinger	MIN	6.502253476
Ryan Kelly	LAL	6.500578621
Tony Parker	SAS	6.485109687
Jerami Grant	PHI	6.446715873
Damjan Rudez	IND	6.422103992
Reggie Jackson	OKC	6.416474158
Carlos Boozer	LAL	6.317499942
Shawne Williams	MIA	6.238552753
Alexis Ajinca	NOP	6.205666143
Derrick Rose	CHI	6.185864
Jason Smith	NYK	6.152849981
J.J. Barea	DAL	6.025475965
John Henson	MIL	5.97324984
Bismack Biyombo	CHO	5.971660943
James Ennis	MIA	5.890118941
Kent Bazemore	ATL	5.867660961
Chris Kaman	POR	5.821604382
Jusuf Nurkic	DEN	5.791750097
Jordan Clarkson	LAL	5.788389085
Robert Sacre	LAL	5.74833942
Jose Calderon	NYK	5.735239722
Leandro Barbosa	GSW	5.733836714
Derrick Williams	SAC	5.706315677
Iman Shumpert	CLE	5.658933439
Matt Bonner	SAS	5.627765311
Jonas Jerebko	DET	5.620143037
Terrence Jones	HOU	5.582843742
C.J. McCollum	POR	5.539786338
Mirza Teletovic	BKN	5.499235604
Patrick Mills	SAS	5.471521369
James Jones	CLE	5.429250376
Brian Roberts	CHO	5.408980423
Nick Young	LAL	5.391425227
Timofey Mozgov	DEN	5.38265849
Randy Foye	DEN	5.336368634
Kevin Garnett	BKN	5.335246323
Luke Babbitt	NOP	5.247275085
Jeff Green	BOS	5.232536525
Mo Williams	MIN	5.205237447
Shabazz Muhammad	MIN	5.151409501
Pablo Prigioni	NYK	5.119345416
Vince Carter	MEM	5.103086321
Brandan Wright	PHX	5.06379361
David Lee	GSW	5.050264409
Dennis Schroeder	ATL	4.986129679
Kyle O'Quinn	ORL	4.948318629
Glen Davis	LAC	4.945848769
Enes Kanter	OKC	4.912156387
Drew Gooden	WAS	4.835256978
Thaddeus Young	BKN	4.807014933
Ian Mahinmi	IND	4.778597842
Goran Dragic	MIA	4.777774396
Cole Aldrich	NYK	4.746540251
Ronnie Price	LAL	4.732961285
Hedo Turkoglu	LAC	4.66557088
Nik Stauskas	SAC	4.664812178
D.J. Augustin	DET	4.615586319
Garrett Temple	WAS	4.564400035
J.J. Hickson	DEN	4.495527406
Shabazz Napier	MIA	4.480485209
Allen Crabbe	POR	4.437159413
Dion Waiters	OKC	4.421976944
Kevin Seraphin	WAS	4.421697285
Elijah Millsap	UTA	4.356895837
Mike Miller	CLE	4.346131039
Charlie Villaneuva	DAL	4.340460356
Brandan Wright	DAL	4.319437088
Rajon Rondo	DAL	4.307602752
Nikola Pekovic	MIN	4.301455926
Donald Sloan	IND	4.247102577
Enes Kanter	UTA	4.2040659
Tarik Black	LAL	4.190397224
Reggie Jackson	DET	4.187184011
Ray McCallum	SAC	4.186424638
Jon Leuer	MEM	4.173276024
Shawn Marion	CLE	4.17008585
Udonis Haslem	MIA	4.058048166
Mo Williams	CHO	4.047045284
Arron Afflalo	POR	4.040465832
Isaiah Thomas	BOS	4.03893433
Dorell Wright	POR	4.01094203
Justin Holiday	GSW	4.005050824
Jonas Jerebko	BOS	4.002682975
Nick Calathes	MEM	3.982030926
Dewayne Dedmon	ORL	3.981921667
Amar'e Stoudemire	NYK	3.977088789
Robbie Hummel	MIN	3.911311242
Ricky Rubio	MIN	3.890996129
Miles Plumlee	PHX	3.883775913
Marcus Thornton	BOS	3.826991473
Mike Muscala	ATL	3.824357181
Jeremy Lamb	OKC	3.821771506
Willie Green	ORL	3.678238636
Anderson Varejao	CLE	3.645655716
Will Barton	DEN	3.636196745
Louis Amundson	NYK	3.536092606
Shelvin Mack	ATL	3.53064031
Alec Burks	UTA	3.528113813
Norris Cole	MIA	3.516260148
Andrea Bargnani	NYK	3.50050967
Joel Freeland	POR	3.462432823
Iman Shumpert	NYK	3.450094973
Henry Walker	MIA	3.435471187
Michael Carter-Williams	PHI	3.401864317
Kostas Papanikolaou	HOU	3.336365469
Josh Smith	DET	3.288409764
Jason Maxiell	CHO	3.278267408
Sergey Karasev	BKN	3.25943353
Kobe Bryant	LAL	3.195112318
Joey Dorsey	HOU	3.117622524
Aaron Gordon	ORL	3.065856107
Larry Sanders	MIL	3.045775465
Zach LaVine	MIN	3.044691482
Norris Cole	NOP	3.013899899
Danny Granger	MIA	2.958038656
Lance Thomas	NYK	2.942489405
Michael Carter-Williams	MIL	2.90238785
JaKarr Sampson	PHI	2.898044924
K.J. McDaniels	PHI	2.864132777
Lance Stephenson	CHO	2.85891513
Jameer Nelson	DEN	2.828013814
T.J. Warren	PHX	2.822062314
Austin Rivers	NOP	2.820275559
Dion Waiters	CLE	2.805422295
Austin Rivers	LAC	2.793608717
Quincy Pondexter	MEM	2.791063835
Ramon Sessions	WAS	2.74707183
Festus Ezeli	GSW	2.714272246
Maurice Harkless	ORL	2.688038651
Cory Jefferson	BKN	2.656712952
Amar'e Stoudemire	DAL	2.65016717
Pablo Prigioni	HOU	2.621239142
Tayshaun Prince	DET	2.620747529
Anthony Bennett	MIN	2.602784984
Kendrick Perkins	OKC	2.588218344
P.J. Hairston	CHO	2.555535331
Markel Brown	BKN	2.550467122
Reggie Evans	SAC	2.544134309
Corey Brewer	MIN	2.534597478
Jordan Farmar	LAC	2.523664036
John Jenkins	ATL	2.523126212
Tayshaun Prince	MEM	2.521504999
Mitch McGary	OKC	2.498864
D.J. Augustin	OKC	2.409072782
J.R. Smith	NYK	2.331550301
Chris Copeland	IND	2.317044045
Tyler Johnson	MIA	2.298007975
Joel Anthony	DET	2.267201688
Ryan Hollins	SAC	2.264869119
Rajon Rondo	BOS	2.261568877
Elton Brand	ATL	2.234375347
Andre Miller	WAS	2.228332985
Alexey Shved	NYK	2.222496114
Travis Wear	NYK	2.196481701
Jameer Nelson	DAL	2.19593337
Joe Harris	CLE	2.192801996
Luke Ridnour	ORL	2.176683264
Kyle Singler	OKC	2.168254526
Cleanthony Early	NYK	2.150976503
Gary Neal	CHO	2.144282261
E'Twaun Moore	CHI	2.143310875
Jabari Parker	MIL	2.132240038
Jabari Brown	LAL	2.131314358
Jason Richardson	PHI	2.112048372
Ben Gordon	ORL	2.076585191
Anthony Tolliver	PHX	2.052540963
Andrew Nicholson	ORL	2.050466252
Alonzo Gee	DEN	2.028242832
Isaiah Canaan	PHI	1.990745295
Jeremy Evans	UTA	1.984555556
Jerome Jordan	BKN	1.973662406
Lorenzo Brown	MIN	1.967589222
Perry Jones III	OKC	1.937150012
Reggie Bullock	LAC	1.917892177
James Young	BOS	1.889152465
Kendall Marshall	MIL	1.883725112
Greg Smith	DAL	1.876982746
Samuel Dalembert	NYK	1.839539894
Thomas Robinson	PHI	1.826722738
Andre Miller	SAC	1.785055024
Phil Pressey	BOS	1.779438264
Isaiah Canaan	HOU	1.761113512
Alexey Shved	PHI	1.75519032
Nate Robinson	DEN	1.752846645
Chris Johnson	UTA	1.661687352
Ramon Sessions	SAC	1.636800376
Tarik Black	HOU	1.620019431
Michael Beasley	MIA	1.600259312
Jimmer Fredette	NOP	1.589686271
Josh McRoberts	MIA	1.552401977
Jeff Ayres	SAS	1.532440037
Jae Crowder	DAL	1.532242544
Jeffery Taylor	CHO	1.517100384
Luigi Datome	BOS	1.507683098
Furkan Aldemir	PHI	1.507016997
Gary Neal	MIN	1.506061735
Sebastian Telfair	OKC	1.46081439
Justin Hamilton	MIA	1.448121444
Tony Wroten	PHI	1.437408763
Dwight Powell	DAL	1.41970827
Lance Thomas	OKC	1.411563881
Justin Hamilton	MIN	1.404498101
Erick Green	DEN	1.37708879
Jeff Withey	NOP	1.356517611
Brandon Knight	PHX	1.325127315
Gary Harris	DEN	1.282429768
Tayshaun Prince	BOS	1.192771035
John Salmons	NOP	1.170858782
Steve Novak	UTA	1.104790986
Archie Goodwin	PHX	1.062374086
Chuck Hayes	TOR	1.035564519
Brandon Davies	PHI	1.034575019
Jordan Adams	MEM	1.011627828
Jeff Adrien	MIN	1.009007014
Adreian Payne	MIN	1.007968595
A.J. Price	IND	1.002407496
Kevin Garnett	MIN	0.9620911465
John Lucas III	DET	0.9416296389
Raymond Felton	DAL	0.9326816531
Troy Daniels	CHO	0.9080850867
Noah Vonleh	CHO	0.9005197361
Thomas Robinson	POR	0.8857879317
Doug McDermott	CHI	0.854122599
Martell Webster	WAS	0.8519717662
Ish Smith	PHI	0.8496535905
Chris Johnson	MIL	0.8404471852
Bernard James	DAL	0.807417611
Spencer Dinwiddie	DET	0.8008276587
Austin Daye	SAS	0.78045146
Shayne Whittington	IND	0.7658684507
Jarnell Stokes	MEM	0.7511603894
Javale McGee	DEN	0.7441335274
Miles Plumlee	MIL	0.7381012951
Will Barton	POR	0.7355676423
Ian Clark	UTA	0.728012394
Chris Johnson	PHI	0.7220538747
Cartier Martin	DET	0.7131529734
Kyle Anderson	SAS	0.7129267858
James Michael McAdoo	GSW	0.6930606666
Francisco Garcia	HOU	0.684029068
Bryce Cotton	UTA	0.6653276562
Landry Fields	TOR	0.6452987343
Jordan Hamilton	LAC	0.6154869636
Troy Daniels	MIN	0.6046063484
Jannero Pargo	CHO	0.600075497
Reggie Williams	SAS	0.5949547189
Jorge Gutierrez	MIL	0.5904066558
JaMychal Green	MEM	0.5901233115
Devyn Marble	ORL	0.5853603714
Joffrey Lauvergne	DEN	0.5803703539
Earl Barron	PHX	0.5756325396
Troy Daniels	HOU	0.5749674348
Darius Morris	BKN	0.5502714943
Shawne Williams	DET	0.5383166156
Malcolm Thomas	PHI	0.518649384
Ekpe Udoh	LAC	0.5126025015
Victor Claver	POR	0.4903791328
Toney Douglas	NOP	0.4798815185
Arinze Onuaku	MIN	0.4690103638
Ognjen Kuzmic	GSW	0.4675152433
Steve Novak	OKC	0.4544364522
Nate Robinson	LAC	0.4115473175
Austin Daye	ATL	0.4074928287
Sean Kilpatrick	MIN	0.4066648324
C.J. Wilcox	LAC	0.4056003572
Nick Johnson	HOU	0.4020773897
Johnny O'Bryant	MIL	0.3998865256
Gerald Wallace	BOS	0.3975024371
Brandan Wright	BOS	0.3789847635
Dahntay Jones	LAC	0.3616011146
Jared Cunningham	LAC	0.358745173
Kenyon Martin	MIL	0.3550603996
Dwight Buycks	LAL	0.3507212083
Ricky Ledo	NYK	0.3326799541
Jack Cooley	UTA	0.330065678
Tim Frazier	POR	0.3204937648
Elliott Williams	UTA	0.3120885783
Elliot Williams	NOP	0.3032732584
Nazr Mohammad	CHI	0.2990223881
Chris Douglas-Roberts	LAC	0.2957697683
Earl Clark	BKN	0.2795621757
DeJuan Blair	WAS	0.2625298667
Alonzo Gee	POR	0.2605208838
Russ Smith	MEM	0.2580495584
Lester Hudson	LAC	0.2569736109
Louis Amundson	CLE	0.256649203
Ish Smith	OKC	0.2439916078
Paul George	IND	0.2389398654
Brendan Haywood	CLE	0.2360720568
Alexey Shved	HOU	0.22956766
Glenn Robinson 	MIN	0.2268536856
Kendrick Perkins	CLE	0.221982054
Glenn Robinson	PHI	0.217345561
Xavier Henry	LAL	0.2172410927
Nate Wolters	MIL	0.2164113972
Greg Stiemsma	TOR	0.2043164608
Will Cherry	CLE	0.1632675927
Quincy Miller	DET	0.1603660849
Quincy Miller	SAC	0.1601133954
Shavlik Randolph	PHX	0.1588587707
Zoran Dragic	MIA	0.1558305696
Shannon Brown	MIA	0.151932355
Jorge Gutierrez	BKN	0.1414751477
Ian Clark	DEN	0.1285013454
Tyler Ennis	PHX	0.1261518344
Tyrus Thomas	MEM	0.1127876863
Clint Capela	HOU	0.1111093345
Tim Frazier	PHI	0.1087032078
Grant Jerrett	UTA	0.09401496548
Cameron Bairstow	CHI	0.0922104
Jameer Nelson	BOS	0.0768946398
JaMychal Green	SAS	0.07317236479
Jamaal Franklin	DEN	0.07276318841
Alex Kirk	CLE	0.0584415664
Andre Dawkins	MIA	0.05812663014
Javale McGee	PHI	0.05548004836
David Stockton	SAC	0.05275359897
Drew Gordon	PHI	0.04875533301
Miroslav Raduljica	MIN	0.04706286721
Luigi Datome	DET	0.04184966331
Eric Moreland	SAC	0.0353775813
Ronny Turiaf	MIN	0.03372628726
Glen Rice	WAS	0.0306516426
Shavlik Randolph	BOS	0.02938572629
Sim Bhullar	SAC	0.0287645935
Dwight Powell	BOS	0.0223543913
K.J. McDaniels	HOU	0.01133745953
Zoran Dragic	PHX	0.01009575274
Brandon Davies	BKN	0.008379098727
David Wear	SAC	0.0009825880759
Vander Blue	LAL	-0.001339145517
Tyler Ennis	MIL	-0.005669442382
Jerrelle Benimon	UTA	-0.009344918699
A.J. Price	CLE	-0.01507086411
Toure' Murray	WAS	-0.01634691952
Lucas Nogueira	TOR	-0.02225401881
Kalin Lucas	MEM	-0.02424227642
Malcolm Lee	PHI	-0.02569214092
Andrei Kirilenko	BKN	-0.02743858862
Toure' Murry	UTA	-0.02876294038
Brandon Rush	GSW	-0.03114701481
Adreian Payne	ATL	-0.03565659512
Larry Drew	PHI	-0.04454542439
Will Bynum	WAS	-0.05319195235
Seth Curry	PHX	-0.05538401084
Darius Miller	NOP	-0.05567533875
Julius Randle	LAL	-0.05756404336
Bruno Caboclo	TOR	-0.06092125604
Jerel McNeal	PHX	-0.06298184899
Nate Wolters	NOP	-0.08430589281
Patrick Christopher	UTA	-0.0981002168
A.J. Price	PHX	-0.1118726287
Grant Jerrett	OKC	-0.1290944776
Marcus Thornton	PHX	-0.1313926244
Gal Mekel	NOP	-0.1339646554
Ricky Ledo	DAL	-0.1712623767
Russ Smith	NOP	-0.206351983
Reggie Bullock	PHX	-0.2667040444

Some observations

- Very high ratings compared to conventional wisdom for outside shot-driven players like Korver, Redick, Matthews, Ariza, Green, Carroll, Barnes, etc. Although he fell off from MVP caliber rating last year Love still rates as elite PF. Wall, Westbrook, Wade type of players are among the biggest losers compared to conventional wisdom

- The Kings rated as having a star and 3 other quality starters with Cousins, Collison, McLemore, Gay having 16th, 46nd, 51st, 71st highest per 82 games rates respectively so if they get stable coaching and health next year could be a candidate to finally be good. Then again Gay and Collison are regression candidates next year

Posted: **Tue May 05, 2015 4:51 pm**

I didn't see assists anywhere. That's a pretty important part of individual metrics.

And as I think I've said before, you shouldn't use a linear term for spacing. It's non-linear. A 23 foot shot has more than twice the amount of spacing as a 11.5 foot shot.

Posted: **Tue May 05, 2015 9:33 pm**

Assists and turnovers are a part of individual ORTG

With the "22 ft is more than 2x as valuable as 11 ft" linearity problem it helps that 3pt shots are twice as likely to be assisted as midrange jumpers. Kyle Korver taking a 22 ft shot that's assisted is worth more than 2x than Derozan taking a 11 ft shot that's unassisted.

Posted: **Tue May 05, 2015 10:37 pm**

I don't mean to sound critical, but I'm a bit lost.

Stats need to have a conceptual purpose of what they are trying to display/accomplish. I have no idea what the final number (VEDS) is trying to tell me (I'm not saying it doesn't have a purpose, I just have no idea what it is).
I like to view stats in the form of an inductive argument. The premises (in this case, the components of your formula) have to add up and support the conclusion. Do the inputs make a convincing conceptual case for the end result?

Some other notes:
- I don't know where your coefficients come from, so I can't say much on that
- I'm not sure how you can use average distance of a shot. If James Harden is taking only layups and 3 pointers, the average might show him to be a midrange shooter.
- DRPM already takes into account offensive play to some extent. What a player/team does on the offensive end has a non-trivial impact on the amount of points scored against them (which is going to be part of the DRPM)

Posted: **Wed May 06, 2015 1:49 am**

ampersand5 wrote:I don't mean to sound critical, but I'm a bit lost.

Stats need to have a conceptual purpose of what they are trying to display/accomplish. I have no idea what the final number (VEDS) is trying to tell me (I'm not saying it doesn't have a purpose, I just have no idea what it is).

The goal is the same as WAR in baseball or stats such as PER and WS, evaluating a player in one number but in a way more boxscore influenced than APM. The longform of the title Volume, Efficiency, Defense, Spacing indicates splitting a player's impact into those 4 categories. The hypothesis is it's better than the following stats because:

PER - Likely overvalues volume of possessions used/shots attempted vs efficiency. Floor spacing represented very little, defense only if it shows up in Drb, blk, stl

WS - Likely influenced too much by team results. Questionable way to measure defense (Drb, blk, stl distribution on the good defensive teams) and little floor spacing influence

WP - Likely does not value volume of possessions enough vs efficiency. Little value for floor spacing or defense, "stealing rebounds from teammates" screws it up

VEDS in comparison has

- Values a player for both his volume and efficiency. Takes volume into account more than a stat like WP, but isn't as volume-centric as PER. Yes this is based off a hypothesis that a balanced evaluation of the value of volume shooting and efficiency is more desirable than an extreme perspective like WP or PER

- A semi-reliable way to quantify when a player is a spot up outside shooter/floor spacer

- Using DRAPM or DRPM for defense which while not perfect, is probably the best we can do right now and better than just going with the guys with the highest boxscore numbers on D

Whether doing this leads to a better stat will have to be proven by testing, when judging teams moves this summer or predicting next year

- I'm not sure how you can use average distance of a shot. If James Harden is taking only layups and 3 pointers, the average might show him to be a midrange shooter.

The Spacing category gives players like Harden the most credit when he is playing off the ball and taking spot-up 3s. This gives him both a high distance shot and an assisted one which is the two parts of the category. If he takes a 3pt shot but does it creating one-on-one off the dribble he still increases value for the distance, but because it's unassisted, this is less valued than one where he spotted up off the ball. This is by design because I intended the Spacing category to most value the off ball shooters who draw gravity of the defense towards them while a teammates has the ball (a la Korver, Redick, Love). Love standing at the 3pt line without the ball opens up space for Lebron and Kyrie to finish in the paint. When Harden takes a 3 off the dribble the effect is not the same - his teammates don't have the ball, thus they don't have a (+spacing) efficiency play to make

Yes this does not account for the extra space a ball dominant star like Harden creates by drawing multiple defenders while he has the ball, and allowing him to pass to an open teammate. However the goal is just to count this in a different category. The reason why using a high volume of possessions (the Volume category) is included is because the assumption higher volume players draw the attention of the defense which makes their teammates more open. So in the case of Harden he gets a lot of credit for "creating space" for his teammates. It's just counted as being an ultra-high volume player in the Volume category, not as being an off ball floor spacer in the Spacing category

In the case of Harden in your example if despite his high 3PA, if to get so many layups at the rim he needs to dominate the ball, should he not be given less credit for spacing the floor than J.J. Redick standing at the 3pt line drawing defenders away from the rest of the action?

- DRPM already takes into account offensive play to some extent. What a player/team does on the offensive end has a non-trivial impact on the amount of points scored against them (which is going to be part of the DRPM)

Well the offensive impact include in DRPM, is divided by 4 (because Defense is 1/4 of the categories in VEDS) which reduces its impact. Secondly DRPM appears to be far from perfect in a lot of ways and is just the best or second best among more flawed options, so one more reason to be concerned about its inaccuracy, isn't that bothersome. Especially if "this player's impact on offense effects his defensive numbers" may very well just push his overall rating towards a more accurate rep of his impact. If a player is making his team better on defense by being good on offense, is there anything wrong with still just crediting him with making his team's defense better?

Posted: **Mon Jun 29, 2015 7:48 pm**

Updated VEDS (per 82 games) with post playoffs DRPM

Code: Select all

Player	Team	Position	VEDS
Anthony Davis	NOP	PF	34.29975158
Stephen Curry	GSW	PG	29.81961116
Kevin Durant	OKC	SF	29.34143418
Jimmy Butler	CHI	SF	27.1961713
James Harden	HOU	SG	27.18093884
Kyle Korver	ATL	SF	27.09618349
Lebron James	CLE	SF	26.66879806
J.J. Redick	LAC	SG	25.13423705
Chris Paul	LAC	PG	25.09411
Wesley Matthews	POR	SG	24.98666685
Draymond Green	GSW	PF	24.68249046
Kawhi Leonard	SAS	SF	24.41913329
Kevin Love	CLE	PF	24.2075206
Serge Ibaka	OKC	PF	23.55937405
Trevor Ariza	HOU	SF	23.48726712
DeMarcus Cousins	SAC	C	23.37084209
Blake Griffin	LAC	PF	23.24668049
Russell Westbrook	OKC	PG	22.33892629
Klay Thompson	GSW	SG	22.05187821
Khris Middleton	MIL	SF	21.81800685
Kyrie Irving	CLE	PG	21.52709137
Gordon Hayward	UTA	SF	21.40593898
Danny Green	SAS	SF	21.25975695
Pau Gasol	CHI	PF	21.17819471
Tim Duncan	SAS	PF	20.94272539
Marc Gasol	MEM	C	20.77408162
Mike Dunleavy	CHI	SF	20.76985404
Lamarcus Aldridge	POR	PF	20.64598444
Al Horford	ATL	C	20.49531866
Kyle Lowry	TOR	PG	20.33107317
Damian Lillard	POR	PG	20.20328749
Paul Millsap	ATL	PF	20.07280884
Tyson Chandler	DAL	PF	19.93816238
J.R. Smith	CLE	SG	19.71140273
Chris Bosh	MIA	PF	19.57801413
Derrick Favors	UTA	PF	19.40107349
DeMarre Carroll	ATL	SF	18.94477591
Matt Barnes	LAC	SF	18.84725068
Chandler Parsons	DAL	SF	18.75873523
Deandre Jordan	LAC	C	18.58834551
Anthony Morrow	OKC	SG	18.51538098
Dirk Nowitzki	DAL	PF	18.32949879
Eric Bledsoe	PHX	PG	18.10680645
John Wall	WAS	PG	17.9737169
Zach Randolph	MEM	PF	17.90328048
Darren Collison	SAC	PG	17.90300948
Markieff Morris	PHX	PF	17.68264423
Nikola Vucevic	ORL	C	17.5528709
George Hill	IND	PG	17.27935605
Ben McLemore	SAC	SG	17.26848133
Marcin Gortat	WAS	C	17.15142531
Greg Monroe	DET	PF	17.07742705
Luol Deng	MIA	SF	16.99873171
Paul Pierce	WAS	SF	16.79650009
Brook Lopez	BKN	C	16.76440545
Harrison Barnes	GSW	SF	16.63384482
Nicolas Batum	POR	SF	16.62498878
C.J. Miles	IND	SF	16.50764076
Jeff Teague	ATL	PG	16.50403752
Jared Dudley	MIL	SF	16.48604618
Bradley Beal	WAS	SG	16.44708591
Danilo Gallinari	DEN	SF	16.17686611
Michael Kidd-Gilchrist	CHO	SF	16.13534676
Avery Bradley	BOS	SG	16.00559312
DeMar Derozan	TOR	SG	15.9216938
Isaiah Thomas	BOS	PG	15.84691024
Carmelo Anthony	NYK	PF	15.82335039
Kevin Garnett	MIN	C	15.8027948
Robert Covington	PHI	PF	15.73002993
Rudy Gay	SAC	SF	15.63805844
Mike Conley	MEM	PG	15.6294684
Jrue Holiday	NOP	PG	15.62905879
Enes Kanter	OKC	C	15.49218553
Marvin Williams	CHO	PF	15.48463251
Kevin Martin	MIN	SG	15.4792943
Timofey Mozgov	CLE	C	15.46132291
Patrick Beverley	HOU	PG	15.37118665
Anthony Tolliver	DET	PF	15.16051273
Goran Dragic	MIA	PG	15.0973654
Rudy Gobert	UTA	C	15.01121621
Jonas Valanciunas	TOR	C	14.97867413
David West	IND	PF	14.54066445
Patrick Patterson	TOR	PF	14.50442325
Ricky Rubio	MIN	PG	14.48967875
Robin Lopez	POR	C	14.42056271
Kentavious Caldwell-Pope	DET	SG	14.40335486
Courtney Lee	MEM	SG	14.39710193
Andre Iguodala	GSW	SF	14.37926515
Arron Afflalo	DEN	SG	14.29854691
P.J. Tucker	PHX	SF	14.26586619
Louis Williams	TOR	SG	14.25981301
Goran Dragic	PHX	PG	14.24189508
Tobias Harris	ORL	PF	14.20948523
Channing Frye	ORL	C	14.14470017
Nikola Mirotic	CHI	PF	14.08351981
Jeff Green	MEM	SF	14.03646655
Eric Gordon	NOP	SG	13.98030963
Terrence Jones	HOU	PF	13.96218748
Donatas Motiejunas	HOU	PF	13.91596471
Thaddeus Young	MIN	PF	13.91076129
Dwight Howard	HOU	C	13.90376715
Giannis Antetokounmpo	MIL	SF	13.8657848
Ty Lawson	DEN	PG	13.83371028
Jason Terry	HOU	SG	13.78332108
Thaddeus Young	BKN	PF	13.78168659
Jared Sullinger	BOS	PF	13.75883266
Gorgui Dieng	MIN	C	13.73451105
Joakim Noah	CHI	C	13.71373221
Alan Anderson	BKN	SF	13.70529126
Isaiah Thomas	PHX	PG	13.70234656
Brandon Jennings	DET	PG	13.64329437
Cody Zeller	CHO	C	13.59493097
Hassan Whiteside	MIA	C	13.56917623
Wesley Johnson	LAL	SF	13.55406953
Tony Allen	MEM	SG	13.53245609
Marcus Smart	BOS	PG	13.49928445
Gerald Henderson	CHO	SF	13.41991011
Jeff Green	BOS	SF	13.41581046
Monta Ellis	DAL	SG	13.41168314
Andrew Bogut	GSW	C	13.33867112
Timofey Mozgov	DEN	C	13.26146656
Joe Johnson	BKN	SF	13.2369376
Wilson Chandler	DEN	SF	13.17085968
Brandan Wright	DAL	PF	13.08712375
Quincy Pondexter	NOP	SF	13.06610152
Tyler Zeller	BOS	C	13.04995375
Arron Afflalo	POR	SG	12.97681126
Langston Galloway	NYK	PG	12.9699084
Brandon Knight	MIL	PG	12.89599482
Jodie Meeks	DET	SG	12.87459465
Kelly Olynyk	BOS	PF	12.87198843
Amir Johnson	TOR	PF	12.81953015
Andre Drummond	DET	C	12.81797864
Wayne Ellington	LAL	SG	12.78547066
Reggie Jackson	DET	PG	12.73004959
Kenneth Faried	DEN	PF	12.67198423
Deron Williams	BKN	PG	12.61362773
Al Jefferson	CHO	C	12.52962971
Iman Shumpert	CLE	SF	12.48363269
Zaza Pachulia	MIL	C	12.45801365
C.J. Watson	IND	PG	12.3853632
Taj Gibson	CHI	PF	12.3487756
Mo Williams	CHO	PG	12.32952642
Manu Ginobili	SAS	SG	12.2954167
Luc Mbah a Moute	PHI	PF	12.2783994
Nene Hilario	WAS	PF	12.25797496
Nerlens Noel	PHI	PF	12.19847202
Jae Crowder	BOS	SF	12.13383187
Tyreke Evans	NOP	SG	12.12327094
Iman Shumpert	NYK	SG	12.08032449
Ryan Anderson	NOP	PF	12.01687952
Caron Butler	DET	SF	11.9429766
Brandon Bass	BOS	PF	11.92992571
Mario Chalmers	MIA	PG	11.84218281
Roy Hibbert	IND	C	11.83413716
Henry Walker	MIA	SG	11.73785989
Andrew Wiggins	MIN	SF	11.69667164
Dante Cunningham	NOP	PF	11.64278337
Kemba Walker	CHO	PG	11.61073411
Shawne Williams	MIA	SF	11.60014377
Anderson Varejao	CLE	C	11.59992059
Hollis Thompson	PHI	SF	11.58807955
Ersan Ilyasova	MIL	PF	11.53023395
Tiago Splitter	SAS	C	11.44268925
Alexey Shved	NYK	SG	11.40129258
Nikola Pekovic	MIN	C	11.38900304
Dwyane Wade	MIA	SG	11.38299929
Chris Johnson	UTA	SF	11.35486357
Jonas Jerebko	BOS	PF	11.34068117
Evan Fournier	ORL	SG	11.27576661
Mirza Teletovic	BKN	PF	11.24555799
Gary Neal	MIN	SG	11.23692233
Rasual Butler	WAS	SG	11.22747086
Josh Smith	HOU	PF	11.20671574
Rodney Stuckey	IND	SG	11.18447667
Jose Calderon	NYK	PG	11.17220612
Tristan Thompson	CLE	PF	11.1515188
Shabazz Muhammad	MIN	SF	11.13519945
O.J. Mayo	MIL	SG	11.13352187
Marcus Morris	PHX	PF	11.08566247
Victor Oladipo	ORL	SG	11.03003661
Kyle Singler	DET	SF	10.99397255
Rodney Hood	UTA	SF	10.93686435
Tayshaun Prince	BOS	SF	10.8766361
Meyers Leonard	POR	C	10.86795443
Omer Asik	NOP	C	10.807106
Darrell Arthur	DEN	PF	10.79184705
Corey Brewer	HOU	SF	10.76151322
Alec Burks	UTA	SG	10.70113732
Jeremy Lin	LAL	PG	10.67388396
Will Barton	DEN	SF	10.64886189
Al-Farouq Aminu	DAL	PF	10.54892181
Nick Young	LAL	SF	10.54594925
Reggie Jackson	OKC	PG	10.53468429
Mo Williams	MIN	PG	10.44547489
Kevin Garnett	BKN	C	10.4418083
Thabo Sefolosha	ATL	SF	10.36071561
Derrick Rose	CHI	PG	10.34589898
Brandan Wright	PHX	PF	10.34494357
Boris Diaw	SAS	PF	10.31861767
Ryan Kelly	LAL	PF	10.25091244
Devin Harris	DAL	PG	10.20570277
Marco Belinelli	SAS	SF	10.08975251
James Johnson	TOR	SF	10.07905844
Andre Roberson	OKC	SF	10.07461331
Jonas Jerebko	DET	SF	10.03764085
Steven Adams	OKC	C	10.00867973
Ed Davis	LAL	PF	9.981037636
Jamal Crawford	LAC	SG	9.980793111
Andrea Bargnani	NYK	PF	9.920576195
Pero Antic	ATL	C	9.914902928
Brandon Knight	PHX	PG	9.904471803
Kris Humphries	WAS	PF	9.851726875
Pablo Prigioni	NYK	PG	9.831847654
Chris Anderson	MIA	C	9.763136039
Tony Snell	CHI	SF	9.699644945
Alex Len	PHX	C	9.683808019
Luis Scola	IND	PF	9.681564638
Greivis Vasquez	TOR	PG	9.618320254
Josh Smith	DET	PF	9.603676213
Matthew Dellavedova	CLE	PG	9.560298833
Michael Carter-Williams	MIL	PG	9.45670715
Amar'e Stoudemire	DAL	PF	9.434672084
Quincy Acy	NYK	PF	9.392907096
Tayshaun Prince	DET	SF	9.353868001
Mike Scott	ATL	PF	9.276839693
Terrence Ross	TOR	SF	9.266294414
Larry Sanders	MIL	C	9.250132895
Jabari Brown	LAL	SG	9.210762403
Cory Joseph	SAS	PG	9.201955373
Trey Burke	UTA	PG	9.196525812
Jason Richardson	PHI	SF	9.133406132
Joe Ingles	UTA	SF	9.100973246
Jordan Hill	LAL	PF	9.096578095
Amar'e Stoudemire	NYK	PF	9.038924464
Ronnie Price	LAL	PG	9.035147101
Pablo Prigioni	HOU	PG	9.018900403
Tarik Black	LAL	PG	8.989686116
Lavoy Allen	IND	PF	8.889338555
Norris Cole	NOP	PG	8.806087799
Solomon Hill	IND	SF	8.792465708
Patrick Mills	SAS	PG	8.78426475
Otto Porter	WAS	SF	8.766591044
Randy Foye	DEN	SG	8.75164456
Nick Collison	OKC	C	8.728191565
Tim Hardaway	NYK	SG	8.678494864
Dante Exum	UTA	PG	8.666308612
Jason Thompson	SAC	PF	8.662342217
John Jenkins	ATL	SG	8.651681224
Mareese Speights	GSW	PF	8.617030812
Chris Johnson	MIL	SF	8.614583648
Steve Blake	POR	PG	8.524978826
Aron Baynes	SAS	C	8.493296425
David Lee	GSW	PF	8.489796222
Alexey Shved	PHI	SG	8.473212133
Richard Jefferson	DAL	SF	8.452446116
Carl Landry	SAC	PF	8.437453036
Omri Casspi	SAC	SF	8.397207214
Ramon Sessions	WAS	PG	8.369996072
Sean Kilpatrick	MIN	PF	8.336629065
Rajon Rondo	BOS	PG	8.283733997
Elfrid Payton	ORL	PG	8.222631422
A.J. Price	IND	PG	8.219741469
Corey Brewer	MIN	SF	8.164624716
Jerami Grant	PHI	PF	8.141613357
Jarrett Jack	BKN	PG	8.114200909
Sergey Karasev	BKN	SF	8.106198468
J.R. Smith	NYK	SG	8.095130194
Danny Granger	MIA	SF	8.085305659
Jordan Clarkson	LAL	PG	8.044879745
Marcus Thornton	BOS	SG	8.039661559
Spencer Hawes	LAC	C	8.008760066
Tayshaun Prince	MEM	SF	7.962522178
Chase Budinger	MIN	SF	7.949981867
Kyle O'Quinn	ORL	C	7.949370148
Bojan Bogdanovic	BKN	SF	7.921860885
Mason Plumlee	BKN	PF	7.815145703
Jameer Nelson	DAL	PG	7.807813175
Tony Parker	SAS	PG	7.796362662
James Ennis	MIA	SF	7.783073975
Drew Gooden	WAS	PF	7.767293082
Henry Sims	PHI	C	7.757644754
Damjan Rudez	IND	SF	7.737885206
Jusuf Nurkic	DEN	C	7.70455658
Kostas Koufos	MEM	C	7.703914077
Jerryd Bayless	MIL	PG	7.687611797
Mike Muscala	ATL	C	7.682432222
Dion Waiters	OKC	SG	7.651813497
Bismack Biyombo	CHO	C	7.64310725
James Jones	CLE	SF	7.62525054
Quincy Pondexter	MEM	SF	7.621407815
Kirk Hinrich	CHI	PG	7.601424924
Elijah Millsap	UTA	SG	7.593184404
Tyler Hansbrough	TOR	PF	7.567898578
Rajon Rondo	DAL	PG	7.547228456
Shaun Livingston	GSW	PG	7.517296178
Alexis Ajinca	NOP	C	7.48917829
Sebastian Telfair	OKC	PG	7.486673751
Josh McRoberts	MIA	PF	7.480806593
Kobe Bryant	LAL	SG	7.442566717
Isaiah Canaan	PHI	PG	7.360425646
C.J. McCollum	POR	SG	7.339897522
John Henson	MIL	PF	7.31816958
Evan Turner	BOS	SF	7.312767733
Trevor Booker	UTA	PF	7.279133711
Carlos Boozer	LAL	PF	7.276434205
Garrett Temple	WAS	PG	7.203582747
Shabazz Napier	MIA	PG	7.179167396
Robbie Hummel	MIN	SF	7.141028263
Allen Crabbe	POR	SG	7.128672978
Shane Larkin	NYK	PG	7.073274232
Beno Udrih	MEM	PG	7.0692482
Louis Amundson	NYK	PF	7.063476878
D.J. Augustin	OKC	PG	7.05514172
Gerald Green	PHX	SG	7.039405012
Enes Kanter	UTA	C	7.035375587
Robert Sacre	LAL	C	7.035281082
Anthony Tolliver	PHX	PF	7.022264957
Leandro Barbosa	GSW	SG	7.018316068
D.J. Augustin	DET	PG	7.008853299
Aaron Brooks	CHI	PG	6.998682228
Jabari Parker	MIL	SF	6.981455658
Dion Waiters	CLE	SG	6.921466006
Luigi Datome	BOS	PF	6.868334111
Dorell Wright	POR	SF	6.846900968
Luke Babbitt	NOP	SF	6.840786618
Kyle Singler	OKC	SF	6.816466198
Thomas Robinson	PHI	PF	6.80869384
Jameer Nelson	DEN	PG	6.803337239
Justin Hamilton	MIN	C	6.771525398
Troy Daniels	CHO	PG	6.753986555
Michael Carter-Williams	PHI	PG	6.733103633
Mike Miller	CLE	SF	6.72413933
Jeremy Lamb	OKC	SG	6.673396563
Chris Johnson	PHI	SF	6.57871308
Donald Sloan	IND	PG	6.544863893
Kostas Papanikolaou	HOU	SF	6.493413027
Chris Kaman	POR	C	6.458842017
J.J. Barea	DAL	PG	6.438865638
Matt Bonner	SAS	C	6.425649382
Ian Mahinmi	IND	PF	6.415855569
Arinze Onuaku	MIN	C	6.409808305
Mitch McGary	OKC	C	6.403339001
Hedo Turkoglu	LAC	SF	6.384343744
Cole Aldrich	NYK	C	6.373928425
Austin Rivers	NOP	SG	6.340461071
Reggie Bullock	LAC	SF	6.325686342
Derrick Williams	SAC	PF	6.31496467
Vince Carter	MEM	SF	6.243948157
Brian Roberts	CHO	PG	6.144811037
Jason Smith	NYK	C	6.125599981
Norris Cole	MIA	PG	6.114418414
Kent Bazemore	ATL	SG	6.112934317
Jannero Pargo	CHO	PG	6.071479528
Lance Thomas	NYK	C	6.021269946
Joel Freeland	POR	C	5.909614406
Tyler Johnson	MIA	PG	5.888645437
Shawn Marion	CLE	SF	5.878445871
Nick Calathes	MEM	PG	5.839767861
T.J. Warren	PHX	PF	5.785227744
Willie Green	ORL	SG	5.785049387
Miles Plumlee	PHX	C	5.765835646
Jordan Farmar	LAC	PG	5.748345859
Isaiah Canaan	HOU	PG	5.72095232
Charlie Villaneuva	DAL	PF	5.627464831
Justin Holiday	GSW	PG	5.566341823
Lorenzo Brown	MIN	PG	5.563528145
Dewayne Dedmon	ORL	PG	5.528237882
Kendall Marshall	MIL	PG	5.516623544
Jon Leuer	MEM	PF	5.513758079
Michael Beasley	MIA	PF	5.467552649
Shelvin Mack	ATL	PG	5.408572069
Nate Robinson	DEN	PG	5.371933331
Austin Rivers	LAC	SG	5.3540091
Udonis Haslem	MIA	PF	5.347095961
Aaron Gordon	ORL	PF	5.334773775
Tarik Black	HOU	PF	5.274413732
Lance Thomas	OKC	C	5.261283556
Tim Frazier	POR	PG	5.256097743
Nik Stauskas	SAC	SG	5.220676008
Elton Brand	ATL	PF	5.196285513
Elliott Williams	UTA	SF	5.118252684
Glen Davis	LAC	PF	5.109451789
Ray McCallum	SAC	PG	5.065918926
J.J. Hickson	DEN	C	5.065853844
Jae Crowder	DAL	SF	5.030172211
James Young	BOS	SF	4.992654638
Justin Hamilton	MIA	C	4.932748267
Maurice Harkless	ORL	SF	4.904453764
Jeff Adrien	MIN	C	4.866975009
Dwight Powell	DAL	PF	4.858586588
Festus Ezeli	GSW	C	4.856818642
Jorge Gutierrez	MIL	PG	4.841334577
Andre Miller	SAC	PG	4.8360254
Dwight Buycks	LAL	PG	4.78464818
Dennis Schroeder	ATL	PG	4.759946001
Nate Robinson	LAC	PG	4.758820004
Samuel Dalembert	NYK	C	4.713820978
P.J. Hairston	CHO	SG	4.64400327
Kevin Seraphin	WAS	PF	4.641609841
Tyrus Thomas	MEM	PF	4.62429514
John Salmons	NOP	SF	4.571924768
Cleanthony Early	NYK	SF	4.515649314
K.J. McDaniels	PHI	SF	4.510100404
Markel Brown	BKN	SG	4.505084483
Reggie Evans	SAC	PF	4.418327411
Jason Maxiell	CHO	PF	4.40085127
Lester Hudson	LAC	PG	4.373033886
Cory Jefferson	BKN	PF	4.352592574
Jeremy Evans	UTA	PF	4.279545322
Jeffery Taylor	CHO	SF	4.277398787
Alonzo Gee	DEN	SF	4.253593904
Brandon Davies	PHI	PF	4.241757579
Andrew Nicholson	ORL	PF	4.208580816
Austin Daye	ATL	SF	4.176801494
Bernard James	DAL	C	4.138015257
Steve Novak	UTA	PF	4.117857311
Gary Neal	CHO	SG	4.098138071
Ryan Hollins	SAC	C	4.037375386
Kendrick Perkins	OKC	C	4.033449101
Ramon Sessions	SAC	PG	4.02493419
Victor Claver	POR	PF	4.021108889
Francisco Garcia	HOU	SF	4.006455969
Tony Wroten	PHI	SG	3.928917285
Brandan Wright	BOS	PF	3.866593826
Lance Stephenson	CHO	SG	3.843131814
James Michael McAdoo	GSW	PF	3.819064977
Luke Ridnour	ORL	PG	3.803659276
Joel Anthony	DET	C	3.790634288
Chris Copeland	IND	SF	3.786118901
Anthony Bennett	MIN	PF	3.757440679
Joey Dorsey	HOU	C	3.715334014
Perry Jones III	OKC	PF	3.694100023
John Lucas III	DET	PG	3.676839543
Greg Smith	DAL	C	3.668168694
Jerome Jordan	BKN	PF	3.663689029
Bryce Cotton	UTA	PG	3.628291187
Jordan Hamilton	LAC	SF	3.604995072
Javale McGee	DEN	C	3.589349956
Andre Miller	WAS	PG	3.556976564
Russ Smith	MEM	PG	3.536677299
Travis Wear	NYK	PG	3.531598029
Joe Harris	CLE	SG	3.513556641
Quincy Miller	DET	SF	3.281463074
Toney Douglas	NOP	PG	3.279190377
Paul George	IND	SF	3.265511494
Zach LaVine	MIN	SG	3.252690387
E'Twaun Moore	CHI	PG	3.239669496
Jarnell Stokes	MEM	PF	3.233600101
JaKarr Sampson	PHI	SF	3.211347078
Shayne Whittington	IND	PF	3.140060648
Miles Plumlee	MIL	C	3.1153648
Elliot Williams	NOP	SF	3.108550899
Ben Gordon	ORL	SG	3.040714029
Furkan Aldemir	PHI	C	3.019533994
Jeff Withey	NOP	C	3.01216966
Devyn Marble	ORL	SG	3.00538857
Earl Barron	PHX	C	2.950116765
Noah Vonleh	CHO	PF	2.949371401
Chuck Hayes	TOR	C	2.920814616
Phil Pressey	BOS	PG	2.908278754
Steve Novak	OKC	PF	2.866445314
Adreian Payne	MIN	PF	2.82945143
Jordan Adams	MEM	SG	2.823907729
Ish Smith	PHI	PG	2.786863777
Troy Daniels	HOU	PG	2.765372332
Kenyon Martin	MIL	PF	2.646813888
Raymond Felton	DAL	PG	2.637237778
Erick Green	DEN	PG	2.622117965
Jimmer Fredette	NOP	SG	2.611335484
Troy Daniels	MIN	PG	2.599228714
Ian Clark	UTA	SG	2.598439115
Grant Jerrett	UTA	PF	2.56249239
Cartier Martin	DET	PG	2.542545384
Malcolm Thomas	PHI	C	2.501720558
Shannon Brown	MIA	PG	2.491690622
JaMychal Green	MEM	PF	2.469088911
Austin Daye	SAS	SF	2.461423835
Jeff Ayres	SAS	C	2.451423197
Reggie Williams	SAS	SF	2.439314347
Nate Wolters	MIL	PG	2.397998597
Ognjen Kuzmic	GSW	C	2.390390622
Shawne Williams	DET	SF	2.312511183
Earl Clark	BKN	PF	2.292409841
Ricky Ledo	NYK	SF	2.27331302
Thomas Robinson	POR	PF	2.269831575
Quincy Miller	SAC	SF	2.183966404
Martell Webster	WAS	SG	2.174010984
Archie Goodwin	PHX	SG	2.130164838
Alexey Shved	HOU	PG	2.094366458
Doug McDermott	CHI	SF	2.086418142
Landry Fields	TOR	SF	2.031714598
Chris Douglas-Roberts	LAC	SF	2.021093417
Will Barton	POR	SF	2.010551556
Jamaal Franklin	DEN	SG	1.987068816
Joffrey Lauvergne	DEN	PF	1.982932043
Xavier Henry	LAL	SF	1.979307733
Spencer Dinwiddie	DET	PG	1.931407883
Gary Harris	DEN	SG	1.895611199
Glenn Robinson	PHI	SF	1.7822336
Kyle Anderson	SAS	SF	1.758015043
Louis Amundson	CLE	PF	1.751019554
Jack Cooley	UTA	C	1.6870866
Will Cherry	CLE	PG	1.673492825
C.J. Wilcox	LAC	SG	1.587772823
Jared Cunningham	LAC	PG	1.548268642
JaMychal Green	SAS	PF	1.544658478
Ian Clark	DEN	SG	1.507134807
Tim Frazier	PHI	PG	1.485610507
David Stockton	SAC	PG	1.441931705
Andre Dawkins	MIA	PG	1.418470918
Alonzo Gee	POR	SF	1.415764165
Ronny Turiaf	MIN	PF	1.382777778
Ekpe Udoh	LAC	C	1.301364549
Zoran Dragic	MIA	PG	1.275227337
Tyler Ennis	PHX	PG	1.235264636
Nick Johnson	HOU	SG	1.212762356
Darius Morris	BKN	PG	1.187427961
Nazr Mohammad	CHI	C	1.175746485
Jorge Gutierrez	BKN	PG	1.160096211
Luigi Datome	DET	PF	1.143890797
Jameer Nelson	BOS	PG	1.034060077
Gerald Wallace	BOS	SF	1.018599995
Kendrick Perkins	CLE	C	1.005403633
Greg Stiemsma	TOR	C	0.985526458
Eric Moreland	SAC	PF	0.9669872222
Alex Kirk	CLE	C	0.9584416889
Glen Rice	WAS	SF	0.9506036053
Dahntay Jones	LAC	SF	0.9355239816
Brendan Haywood	CLE	C	0.8731549391
Johnny O'Bryant	MIL	PF	0.8294322087
Shavlik Randolph	PHX	PF	0.8141512
Sim Bhullar	SAC	C	0.7858155556
Clint Capela	HOU	PF	0.7811221188
Miroslav Raduljica	MIN	C	0.7718310222
Javale McGee	PHI	C	0.7582273275
Glenn Robinson 	MIN	SF	0.7440800889
DeJuan Blair	WAS	PF	0.7397424966
Ish Smith	OKC	PG	0.6669103947
Shavlik Randolph	BOS	PF	0.4819259111
Drew Gordon	PHI	PF	0.4442152563
Cameron Bairstow	CHI	PF	0.4155696
Dwight Powell	BOS	PF	0.3681120174
Zoran Dragic	PHX	SF	0.1370586208
Brandon Davies	BKN	PF	0.09815515652
K.J. McDaniels	HOU	SF	0.09159216812
David Wear	SAC	C	0.04028611111
Brandon Rush	GSW	SF	-0.04664561256
Nate Wolters	NOP	PG	-0.05255832101
Vander Blue	LAL	SG	-0.05490496618
Larry Drew	PHI	PG	-0.07564373333
A.J. Price	CLE	PG	-0.1123464415
Tyler Ennis	MIL	PG	-0.130220771
Lucas Nogueira	TOR	PF	-0.3057215903
Andrei Kirilenko	BKN	SF	-0.3214234667
Toure' Murray	WAS	PG	-0.3351118502
Jerrelle Benimon	UTA	PF	-0.3831416667
Will Bynum	WAS	PG	-0.6231057275
Bruno Caboclo	TOR	SF	-0.6256512077
Jerel McNeal	PHX	PG	-0.8632519362
Darius Miller	NOP	SG	-0.9130755556
Adreian Payne	ATL	PF	-0.9798636
Marcus Thornton	PHX	SG	-1.2008828
A.J. Price	PHX	PG	-1.834711111
Reggie Bullock	PHX	SF	-1.965490756
Kalin Lucas	MEM	PF	-1.987866667
Patrick Christopher	UTA	PG	-2.011054444
Grant Jerrett	OKC	PF	-2.121316099
Malcolm Lee	PHI	SG	-2.173422222
Seth Curry	PHX	PG	-2.270744444
Toure' Murry	UTA	PG	-2.358561111
Gal Mekel	NOP	PG	-2.746275435
Ricky Ledo	DAL	SF	-2.808702978
Russ Smith	NOP	PG	-2.812143768
Julius Randle	LAL	PF	-4.726084889

Including games played:

Code: Select all

Player	Team	Position	VEDS (includes Games Played)
Stephen Curry	GSW	PG	29.09230357
Anthony Davis	NOP	PF	28.44369643
James Harden	HOU	SG	26.84946398
Chris Paul	LAC	PG	25.09411
Kyle Korver	ATL	SF	24.78309465
J.J. Redick	LAC	SG	23.90817671
Draymond Green	GSW	PF	23.77947252
Trevor Ariza	HOU	SF	23.48726712
Lebron James	CLE	SF	22.44081788
Kevin Love	CLE	PF	22.14102493
Jimmy Butler	CHI	SF	21.55794066
Khris Middleton	MIL	SF	21.01978709
Danny Green	SAS	SF	21.00049162
Klay Thompson	GSW	SG	20.70725149
Marc Gasol	MEM	C	20.52073916
Damian Lillard	POR	PG	20.20328749
Pau Gasol	CHI	PF	20.14511204
Gordon Hayward	UTA	SF	19.83965077
Kyrie Irving	CLE	PG	19.68941284
Tim Duncan	SAS	PF	19.66572994
Kawhi Leonard	SAS	SF	19.05883574
Al Horford	ATL	C	18.9956612
Blake Griffin	LAC	PF	18.99423894
Deandre Jordan	LAC	C	18.58834551
Serge Ibaka	OKC	PF	18.38780414
Wesley Matthews	POR	SG	18.28292696
Russell Westbrook	OKC	PG	18.25253734
Tyson Chandler	DAL	PF	18.23612413
Eric Bledsoe	PHX	PG	17.88599174
Lamarcus Aldridge	POR	PF	17.87640116
Paul Millsap	ATL	PF	17.86969568
Markieff Morris	PHX	PF	17.68264423
Derrick Favors	UTA	PF	17.50828583
Matt Barnes	LAC	SF	17.46818356
Kyle Lowry	TOR	PG	17.35579417
John Wall	WAS	PG	17.31614189
Ben McLemore	SAC	SG	17.26848133
Dirk Nowitzki	DAL	PF	17.21184642
Marcin Gortat	WAS	C	17.15142531
DeMarcus Cousins	SAC	C	16.81560589
Anthony Morrow	OKC	SG	16.70900235
Harrison Barnes	GSW	SF	16.63384482
DeMarre Carroll	ATL	SF	16.17236968
Mike Dunleavy	CHI	SF	15.95732689
Nikola Vucevic	ORL	C	15.84039569
Zach Randolph	MEM	PF	15.5016209
Chandler Parsons	DAL	SF	15.09849421
Avery Bradley	BOS	SG	15.02964232
Rudy Gobert	UTA	C	15.01121621
Paul Pierce	WAS	SF	14.95298179
Luol Deng	MIA	SF	14.92571565
Marvin Williams	CHO	PF	14.72928459
Brook Lopez	BKN	C	14.71996576
Jeff Teague	ATL	PG	14.69261877
Jonas Valanciunas	TOR	C	14.61334061
Jared Dudley	MIL	SF	14.47555274
Kentavious Caldwell-Pope	DET	SG	14.40335486
Nicolas Batum	POR	SF	14.39480735
Greg Monroe	DET	PF	14.37003008
Patrick Patterson	TOR	PF	14.32754004
C.J. Miles	IND	SF	14.09188845
Nikola Mirotic	CHI	PF	14.08351981
Louis Williams	TOR	SG	13.91201269
Giannis Antetokounmpo	MIL	SF	13.69668987
P.J. Tucker	PHX	SF	13.56997028
Courtney Lee	MEM	SG	13.51922986
Andre Iguodala	GSW	SF	13.50248069
Robert Covington	PHI	PF	13.42807433
Mike Conley	MEM	PG	13.34222912
Gerald Henderson	CHO	SF	13.09259523
Monta Ellis	DAL	SG	13.08456892
Tyler Zeller	BOS	C	13.04995375
Rudy Gay	SAC	SF	12.96814602
Jason Terry	HOU	SG	12.94287468
Channing Frye	ORL	C	12.93722577
Joe Johnson	BKN	SF	12.91408546
Andre Drummond	DET	C	12.81797864
Ty Lawson	DEN	PG	12.65278379
Bradley Beal	WAS	SG	12.63617576
Wesley Johnson	LAL	SF	12.56230835
Wilson Chandler	DEN	SF	12.52837872
Alan Anderson	BKN	SF	12.36818967
Gorgui Dieng	MIN	C	12.22706471
Donatas Motiejunas	HOU	PF	12.04918896
Brandon Bass	BOS	PF	11.92992571
Tobias Harris	ORL	PF	11.78347556
Amir Johnson	TOR	PF	11.72518002
David West	IND	PF	11.70346163
Andrew Wiggins	MIN	SF	11.69667164
Tyreke Evans	NOP	SG	11.67973664
DeMar Derozan	TOR	SG	11.65001985
Danilo Gallinari	DEN	SF	11.63945245
Kenneth Faried	DEN	PF	11.59022948
Mario Chalmers	MIA	PG	11.55334908
Caron Butler	DET	SF	11.36039238
Joakim Noah	CHI	C	11.20512266
Nerlens Noel	PHI	PF	11.15713904
Tristan Thompson	CLE	PF	11.1515188
Zaza Pachulia	MIL	C	11.09067069
J.R. Smith	CLE	SG	11.05761617
Marcus Smart	BOS	PG	11.02990315
Roy Hibbert	IND	C	10.96822469
Marcus Morris	PHX	PF	10.95047147
Andrew Bogut	GSW	C	10.89867031
Michael Kidd-Gilchrist	CHO	SF	10.82248868
Chris Bosh	MIA	PF	10.50527587
Patrick Beverley	HOU	PG	10.49739576
Manu Ginobili	SAS	SG	10.49608743
Deron Williams	BKN	PG	10.46008153
Eric Gordon	NOP	SG	10.39998643
Tony Allen	MEM	SG	10.396887
Robin Lopez	POR	C	10.37577073
Cody Zeller	CHO	C	10.27909415
Rasual Butler	WAS	SG	10.26902823
Boris Diaw	SAS	PF	10.19278087
Wayne Ellington	LAL	SG	10.1348243
Kelly Olynyk	BOS	PF	10.04642999
Hollis Thompson	PHI	SF	10.03358108
Luc Mbah a Moute	PHI	PF	10.03235073
Omer Asik	NOP	C	10.01634215
Nene Hilario	WAS	PF	10.01566246
Al Jefferson	CHO	C	9.932023548
Darren Collison	SAC	PG	9.824822275
Jared Sullinger	BOS	PF	9.731857248
Victor Oladipo	ORL	SG	9.684910196
Rodney Stuckey	IND	SG	9.684120041
Kevin Durant	OKC	SF	9.661203938
O.J. Mayo	MIL	SG	9.640000642
Jeremy Lin	LAL	PG	9.632529427
Greivis Vasquez	TOR	PG	9.618320254
Ed Davis	LAL	PF	9.615877722
Anthony Tolliver	DET	PF	9.613983682
Luis Scola	IND	PF	9.563496777
Al-Farouq Aminu	DAL	PF	9.519758703
Devin Harris	DAL	PG	9.458944033
Jodie Meeks	DET	SG	9.420435112
Dante Cunningham	NOP	PF	9.371020763
Taj Gibson	CHI	PF	9.336879113
Terrence Ross	TOR	SF	9.266294414
Arron Afflalo	DEN	SG	9.241743736
George Hill	IND	PG	9.061125736
Goran Dragic	PHX	PG	9.031445662
Ryan Anderson	NOP	PF	8.939385982
Cory Joseph	SAS	PG	8.865298469
Solomon Hill	IND	SF	8.792465708
Kemba Walker	CHO	PG	8.778847744
Joe Ingles	UTA	SF	8.76801081
Timofey Mozgov	CLE	C	8.673425047
Dante Exum	UTA	PG	8.666308612
C.J. Watson	IND	PG	8.609337833
Dwyane Wade	MIA	SG	8.606658003
James Johnson	TOR	SF	8.60407428
Jason Thompson	SAC	PF	8.556703897
Steven Adams	OKC	C	8.543994892
Trey Burke	UTA	PG	8.523609289
Tony Snell	CHI	SF	8.516761415
Jae Crowder	BOS	SF	8.434492886
Steve Blake	POR	PG	8.42101567
Andre Roberson	OKC	SF	8.231696241
Elfrid Payton	ORL	PG	8.222631422
Brandon Knight	MIL	PG	8.177947933
Ersan Ilyasova	MIL	PF	8.155531332
Alex Len	PHX	C	8.148570163
Thaddeus Young	MIN	PF	8.14288466
Mareese Speights	GSW	PF	7.986516362
Evan Fournier	ORL	SG	7.975542236
Hassan Whiteside	MIA	C	7.942932426
Jarrett Jack	BKN	PG	7.91629357
Otto Porter	WAS	SF	7.911313869
Mason Plumlee	BKN	PF	7.815145703
Matthew Dellavedova	CLE	PG	7.81146368
Jamal Crawford	LAC	SG	7.789887306
Quincy Acy	NYK	PF	7.789240031
Jordan Hill	LAL	PF	7.765371544
Carmelo Anthony	NYK	PF	7.718707505
Jeff Green	MEM	SF	7.702938963
Mike Scott	ATL	PF	7.692989014
Kris Humphries	WAS	PF	7.689152683
Isaiah Thomas	PHX	PG	7.686682218
Darrell Arthur	DEN	PF	7.633257672
Marco Belinelli	SAS	SF	7.628837267
Richard Jefferson	DAL	SF	7.627817227
Jrue Holiday	NOP	PG	7.623931117
Pero Antic	ATL	C	7.617547371
Kostas Koufos	MEM	C	7.609963906
Bojan Bogdanovic	BKN	SF	7.535428646
Josh Smith	HOU	PF	7.516699579
Tim Hardaway	NYK	SG	7.408471225
Kevin Martin	MIN	SG	7.362103385
Corey Brewer	HOU	SF	7.3493261
Evan Turner	BOS	SF	7.312767733
Meyers Leonard	POR	C	7.289481628
Tiago Splitter	SAS	C	7.256339526
Aron Baynes	SAS	C	7.250374997
Kyle Singler	DET	SF	7.239933141
Jerryd Bayless	MIL	PG	7.21885498
Carl Landry	SAC	PF	7.202703811
Quincy Pondexter	NOP	SF	7.170421567
Shaun Livingston	GSW	PG	7.150598803
Chris Anderson	MIA	C	7.143758077
Spencer Hawes	LAC	C	7.129749815
Langston Galloway	NYK	PG	7.117632659
Nick Collison	OKC	C	7.025129796
Trevor Booker	UTA	PF	7.012823941
Aaron Brooks	CHI	PG	6.998682228
Dwight Howard	HOU	C	6.951883577
Henry Sims	PHI	C	6.906195939
Omri Casspi	SAC	SF	6.861132724
Lavoy Allen	IND	PF	6.829613768
Tyler Hansbrough	TOR	PF	6.829567009
Brandon Jennings	DET	PG	6.821647184
Beno Udrih	MEM	PG	6.810617168
Rodney Hood	UTA	SF	6.668819725
Thabo Sefolosha	ATL	SF	6.570209897
Shane Larkin	NYK	PG	6.555717581
Ryan Kelly	LAL	PF	6.500578621
Chase Budinger	MIN	SF	6.495716891
Tony Parker	SAS	PG	6.465276354
Jerami Grant	PHI	PF	6.453717905
Derrick Rose	CHI	PG	6.434644487
Reggie Jackson	OKC	PG	6.423587979
Damjan Rudez	IND	SF	6.416782853
Gerald Green	PHX	SG	6.352633791
Carlos Boozer	LAL	PF	6.300327177
Shawne Williams	MIA	SF	6.224467387
Alexis Ajinca	NOP	C	6.210538094
Jason Smith	NYK	C	6.125599981
Kirk Hinrich	CHI	PG	6.118220061
J.J. Barea	DAL	PG	6.046251879
John Henson	MIL	PF	5.979480022
Bismack Biyombo	CHO	C	5.965352
James Ennis	MIA	SF	5.88476325
Chris Kaman	POR	C	5.828711089
Jusuf Nurkic	DEN	C	5.825396438
Jordan Clarkson	LAL	PG	5.788389085
Iman Shumpert	CLE	SF	5.785098074
Robert Sacre	LAL	C	5.74833942
Jose Calderon	NYK	PG	5.722349478
Derrick Williams	SAC	PF	5.698870555
Timofey Mozgov	DEN	C	5.660382068
Leandro Barbosa	GSW	SG	5.648888543
Matt Bonner	SAS	C	5.642033603
Jonas Jerebko	DET	SF	5.630871695
Terrence Jones	HOU	PF	5.618929107
Kent Bazemore	ATL	SG	5.591098461
C.J. McCollum	POR	SG	5.549678614
Mirza Teletovic	BKN	PF	5.485638043
Patrick Mills	SAS	PG	5.463384174
Nick Young	LAL	SF	5.401583764
Jeff Green	BOS	SF	5.399045671
Brian Roberts	CHO	PG	5.395443837
Kevin Garnett	BKN	C	5.348243274
Randy Foye	DEN	SG	5.336368634
James Jones	CLE	SF	5.300479034
Luke Babbitt	NOP	SF	5.255726304
Mo Williams	MIN	PG	5.222737447
Shabazz Muhammad	MIN	SF	5.160214379
Pablo Prigioni	NYK	PG	5.155724989
David Lee	GSW	PF	5.073170913
Brandan Wright	PHX	PF	5.046313935
Vince Carter	MEM	SF	5.025616809
Kyle O'Quinn	ORL	C	4.944120458
Enes Kanter	OKC	C	4.912156387
Drew Gooden	WAS	PF	4.830877404
Hedo Turkoglu	LAC	SF	4.827186733
Goran Dragic	MIA	PG	4.786969518
Ian Mahinmi	IND	PF	4.772770606
Cole Aldrich	NYK	C	4.741580902
Ronnie Price	LAL	PG	4.737942992
Thaddeus Young	BKN	PF	4.705941762
Nik Stauskas	SAC	SG	4.647674982
D.J. Augustin	DET	PG	4.615586319
Glen Davis	LAC	PF	4.610968688
Garrett Temple	WAS	PG	4.568125645
J.J. Hickson	DEN	C	4.509845495
Kevin Seraphin	WAS	PF	4.471794846
Dennis Schroeder	ATL	PG	4.469705391
Shabazz Napier	MIA	PG	4.465091917
Allen Crabbe	POR	SG	4.433686852
Charlie Villaneuva	DAL	PF	4.392167673
Dion Waiters	OKC	SG	4.385795541
Elijah Millsap	UTA	SG	4.352191061
Brandan Wright	DAL	PF	4.309174893
Nikola Pekovic	MIN	C	4.30559871
Mike Miller	CLE	SF	4.264088356
Jon Leuer	MEM	PF	4.236179988
Rajon Rondo	DAL	PG	4.233811085
Donald Sloan	IND	PG	4.230216907
Enes Kanter	UTA	C	4.2040659
Ray McCallum	SAC	PG	4.201005939
Reggie Jackson	DET	PG	4.191601694
Tarik Black	LAL	PG	4.165952102
Nick Calathes	MEM	PG	4.130567511
Shawn Marion	CLE	SF	4.086236764
Mo Williams	CHO	PG	4.059722114
Isaiah Thomas	BOS	PG	4.058355062
Udonis Haslem	MIA	PF	4.042926215
Jonas Jerebko	BOS	PF	4.010728707
Dorell Wright	POR	SF	4.00794203
Justin Holiday	GSW	PG	4.005050824
Dewayne Dedmon	ORL	PG	3.977634574
Amar'e Stoudemire	NYK	PF	3.968308301
Arron Afflalo	POR	SG	3.956344897
Robbie Hummel	MIN	SF	3.918856974
Ricky Rubio	MIN	PG	3.887474787
Jeremy Lamb	OKC	SG	3.824995591
Marcus Thornton	BOS	SG	3.823741473
Miles Plumlee	PHX	C	3.797013718
Mike Muscala	ATL	C	3.747527913
Anderson Varejao	CLE	C	3.678023602
Willie Green	ORL	SG	3.668567904
Will Barton	DEN	SF	3.636196745
Shelvin Mack	ATL	PG	3.627700778
Iman Shumpert	NYK	SG	3.535704729
Louis Amundson	NYK	PF	3.531738439
Alec Burks	UTA	SG	3.523545216
Andrea Bargnani	NYK	PF	3.508496459
Norris Cole	MIA	PG	3.504605676
Joel Freeland	POR	C	3.459286481
Henry Walker	MIA	SG	3.435471187
Kostas Papanikolaou	HOU	SF	3.405082441
Michael Carter-Williams	PHI	PG	3.366551817
Josh Smith	DET	PF	3.279304073
Jason Maxiell	CHO	PF	3.273803993
Sergey Karasev	BKN	SF	3.262250603
Kobe Bryant	LAL	SG	3.176705306
Joey Dorsey	HOU	C	3.126317646
Aaron Gordon	ORL	PF	3.057736188
Zach LaVine	MIN	SG	3.054355608
Larry Sanders	MIL	C	3.045775465
Norris Cole	NOP	PG	3.006956809
Danny Granger	MIA	SF	2.958038656
Lance Thomas	NYK	C	2.937204852
JaKarr Sampson	PHI	SF	2.898044924
Michael Carter-Williams	MIL	PG	2.883142424
K.J. McDaniels	PHI	SF	2.860063671
Lance Stephenson	CHO	SG	2.85891513
Ramon Sessions	WAS	PG	2.858047439
T.J. Warren	PHX	PF	2.822062314
Jameer Nelson	DEN	PG	2.820895928
Quincy Pondexter	MEM	SF	2.788319932
Dion Waiters	CLE	SG	2.785468027
Festus Ezeli	GSW	C	2.724556799
Austin Rivers	NOP	SG	2.70629436
Maurice Harkless	ORL	SF	2.691468529
Austin Rivers	LAC	SG	2.67700455
Cory Jefferson	BKN	PF	2.654019862
Amar'e Stoudemire	DAL	PF	2.646310463
Pablo Prigioni	HOU	PG	2.639678167
Tayshaun Prince	DET	SF	2.623645903
Anthony Bennett	MIN	PF	2.611879496
Markel Brown	BKN	SG	2.582182569
P.J. Hairston	CHO	SG	2.54853838
Reggie Evans	SAC	PF	2.532455955
John Jenkins	ATL	SG	2.532199383
Tayshaun Prince	MEM	SF	2.524702154
Jordan Farmar	LAC	PG	2.523664036
Kendrick Perkins	OKC	C	2.508608587
Mitch McGary	OKC	C	2.498864
D.J. Augustin	OKC	PG	2.409072782
Corey Brewer	MIN	SF	2.389646258
J.R. Smith	NYK	SG	2.369306398
Chris Copeland	IND	SF	2.308609086
Tyler Johnson	MIA	PG	2.298007975
Elton Brand	ATL	PF	2.281296079
Joel Anthony	DET	C	2.265135123
Ryan Hollins	SAC	C	2.264869119
Alexey Shved	NYK	SG	2.224642455
Rajon Rondo	BOS	PG	2.222465219
E'Twaun Moore	CHI	PG	2.212457217
Andre Miller	WAS	PG	2.212265912
Travis Wear	NYK	PG	2.196481701
Jameer Nelson	DAL	PG	2.189996378
Joe Harris	CLE	SG	2.185260838
Luke Ridnour	ORL	PG	2.18014617
Nate Robinson	DEN	PG	2.161875609
Kyle Singler	OKC	SF	2.16131855
Gary Neal	CHO	SG	2.149023623
Cleanthony Early	NYK	SF	2.147686869
Jabari Brown	LAL	SG	2.134201045
Jabari Parker	MIL	SF	2.128492579
Jason Richardson	PHI	SF	2.116277031
Ben Gordon	ORL	SG	2.076585191
Anthony Tolliver	PHX	PF	2.055297061
Andrew Nicholson	ORL	PF	2.052966252
Alonzo Gee	DEN	SF	2.023050759
Jeremy Evans	UTA	PF	1.98320393
Isaiah Canaan	PHI	PG	1.974748344
Lorenzo Brown	MIN	PG	1.967589222
Jerome Jordan	BKN	PF	1.965881918
Perry Jones III	OKC	PF	1.937150012
Reggie Bullock	LAC	SF	1.928562909
James Young	BOS	SF	1.887466997
Kendall Marshall	MIL	PG	1.883725112
Greg Smith	DAL	C	1.878818111
Samuel Dalembert	NYK	C	1.839539894
Thomas Robinson	PHI	PF	1.826722738
Phil Pressey	BOS	PG	1.773340703
Andre Miller	SAC	PG	1.769277585
Ramon Sessions	SAC	PG	1.767044279
Alexey Shved	PHI	SG	1.75664154
Isaiah Canaan	HOU	PG	1.744192781
Chris Johnson	UTA	SF	1.661687352
Tarik Black	HOU	PF	1.608052967
Michael Beasley	MIA	PF	1.600259312
Jimmer Fredette	NOP	SG	1.592277734
Josh McRoberts	MIA	PF	1.550898928
Jae Crowder	DAL	SF	1.533589089
Jeff Ayres	SAS	C	1.524665647
Jeffery Taylor	CHO	SF	1.512738596
Furkan Aldemir	PHI	C	1.509766997
Luigi Datome	BOS	PF	1.507683098
Gary Neal	MIN	SG	1.50739202
Sebastian Telfair	OKC	PG	1.46081439
Justin Hamilton	MIA	C	1.4437312
Tony Wroten	PHI	SG	1.437408763
Dwight Powell	DAL	PF	1.422025343
Lance Thomas	OKC	C	1.411563881
Justin Hamilton	MIN	C	1.403852827
Erick Green	DEN	PG	1.375013079
Jeff Withey	NOP	C	1.359149725
Brandon Knight	PHX	PG	1.328648657
Gary Harris	DEN	SG	1.271446536
Tayshaun Prince	BOS	SF	1.193777133
John Salmons	NOP	SF	1.170858782
Steve Novak	UTA	PF	1.104790986
Archie Goodwin	PHX	SG	1.065082419
Brandon Davies	PHI	PF	1.034575019
Jordan Adams	MEM	SG	1.033136974
Chuck Hayes	TOR	C	1.032971023
Jeff Adrien	MIN	C	1.009007014
A.J. Price	IND	PG	1.002407496
Adreian Payne	MIN	PF	1.000659652
Kevin Garnett	MIN	C	0.9635850489
John Lucas III	DET	PG	0.9416296389
Raymond Felton	DAL	PG	0.9326816531
Doug McDermott	CHI	SF	0.9159884527
Troy Daniels	CHO	PG	0.9060225867
Noah Vonleh	CHO	PF	0.8991985979
Thomas Robinson	POR	PF	0.8857879317
Ish Smith	PHI	PG	0.8496535905
Martell Webster	WAS	SG	0.8483945305
Chris Johnson	MIL	SF	0.8404471852
Bernard James	DAL	C	0.807417611
Spencer Dinwiddie	DET	PG	0.8008276587
Austin Daye	SAS	SF	0.78045146
Shayne Whittington	IND	PF	0.7658684507
Jarnell Stokes	MEM	PF	0.749248804
Javale McGee	DEN	C	0.7441335274
Will Barton	POR	SF	0.7355676423
Ian Clark	UTA	SG	0.7288304835
Chris Johnson	PHI	SF	0.7220538747
Miles Plumlee	MIL	C	0.7218528195
Cartier Martin	DET	PG	0.7131529734
Kyle Anderson	SAS	SF	0.707493859
James Michael McAdoo	GSW	PF	0.6986094471
Francisco Garcia	HOU	SF	0.684029068
Jannero Pargo	CHO	PG	0.6663818994
Bryce Cotton	UTA	PG	0.6637118026
Landry Fields	TOR	SF	0.6442021896
Jordan Hamilton	LAC	SF	0.6154869636
Troy Daniels	MIN	PG	0.6022603118
JaMychal Green	MEM	PF	0.6022168075
Reggie Williams	SAS	SF	0.5949547189
Jorge Gutierrez	MIL	PG	0.5904066558
Devyn Marble	ORL	SG	0.586417282
Joffrey Lauvergne	DEN	PF	0.5803703539
Earl Barron	PHX	C	0.5756325396
Troy Daniels	HOU	PG	0.5733088982
Darius Morris	BKN	PG	0.5502714943
Shawne Williams	DET	SF	0.535825762
Ekpe Udoh	LAC	C	0.5237198796
Nate Robinson	LAC	PG	0.5223095126
Malcolm Thomas	PHI	C	0.518649384
Victor Claver	POR	PF	0.4903791328
Toney Douglas	NOP	PG	0.4798815185
Arinze Onuaku	MIN	C	0.4690103638
Ognjen Kuzmic	GSW	C	0.4664176823
Steve Novak	OKC	PF	0.4544364522
Nick Johnson	HOU	SG	0.4141139751
Austin Daye	ATL	SF	0.4074928287
Sean Kilpatrick	MIN	PF	0.4066648324
C.J. Wilcox	LAC	SG	0.4066247474
Gerald Wallace	BOS	SF	0.3975024371
Brandan Wright	BOS	PF	0.377228666
Dahntay Jones	LAC	SF	0.3764913585
Jared Cunningham	LAC	PG	0.358745173
Kenyon Martin	MIL	PF	0.3550603996
Dwight Buycks	LAL	PG	0.3500962083
Johnny O'Bryant	MIL	PF	0.3439109158
Ricky Ledo	NYK	SF	0.3326799541
Nazr Mohammad	CHI	C	0.3297825507
Jack Cooley	UTA	C	0.3291876293
Nate Wolters	MIL	PG	0.3216827386
Tim Frazier	POR	PG	0.3204937648
Elliott Williams	UTA	SF	0.3120885783
Elliot Williams	NOP	SF	0.3032732584
Chris Douglas-Roberts	LAC	SF	0.2957697683
Earl Clark	BKN	PF	0.2795621757
Lester Hudson	LAC	PG	0.2666484077
DeJuan Blair	WAS	PF	0.2616162488
Alonzo Gee	POR	SF	0.2589812496
Russ Smith	MEM	PG	0.2587812657
Louis Amundson	CLE	PF	0.2562467639
Ish Smith	OKC	PG	0.2439916078
Paul George	IND	SF	0.2389398654
Brendan Haywood	CLE	C	0.2342610812
Alexey Shved	HOU	PG	0.2298694893
Glenn Robinson 	MIN	SF	0.2268536856
Glenn Robinson	PHI	SF	0.217345561
Xavier Henry	LAL	SF	0.2172410927
Kendrick Perkins	CLE	C	0.2084373385
Greg Stiemsma	TOR	C	0.2043164608
Will Cherry	CLE	PG	0.1632675927
Quincy Miller	DET	SF	0.1600713694
Quincy Miller	SAC	SF	0.1598024198
Shavlik Randolph	PHX	PF	0.1588587707
Zoran Dragic	MIA	PG	0.1555155289
Shannon Brown	MIA	PG	0.151932355
Jorge Gutierrez	BKN	PG	0.1414751477
Ian Clark	DEN	SG	0.1286578494
Tyler Ennis	PHX	PG	0.1205136231
Clint Capela	HOU	PF	0.114310554
Tyrus Thomas	MEM	PF	0.1127876863
Tim Frazier	PHI	PG	0.1087032078
Grant Jerrett	UTA	PF	0.09374972158
Cameron Bairstow	CHI	PF	0.09122259512
Jameer Nelson	BOS	PG	0.07566293248
JaMychal Green	SAS	PF	0.07534919406
Jamaal Franklin	DEN	SG	0.07269763963
Andre Dawkins	MIA	PG	0.06919370331
Alex Kirk	CLE	C	0.0584415664
Glen Rice	WAS	SF	0.05796363447
Javale McGee	PHI	C	0.05548004836
David Stockton	SAC	PG	0.05275359897
Drew Gordon	PHI	PF	0.04875533301
Miroslav Raduljica	MIN	C	0.04706286721
Luigi Datome	DET	PF	0.04184966331
Eric Moreland	SAC	PF	0.0353775813
Ronny Turiaf	MIN	PF	0.03372628726
Shavlik Randolph	BOS	PF	0.02938572629
Sim Bhullar	SAC	C	0.02874934959
Dwight Powell	BOS	PF	0.02244585472
K.J. McDaniels	HOU	SF	0.0111697766
Zoran Dragic	PHX	SF	0.01002867957
Brandon Davies	BKN	PF	0.008379098727
David Wear	SAC	C	0.0009825880759
Vander Blue	LAL	SG	-0.001339145517
Nate Wolters	NOP	PG	-0.006409551343
Jerrelle Benimon	UTA	PF	-0.009344918699
Larry Drew	PHI	PG	-0.01106981463
A.J. Price	CLE	PG	-0.01507086411
Toure' Murray	WAS	PG	-0.01634691952
Brandon Rush	GSW	SF	-0.01877201481
Lucas Nogueira	TOR	PF	-0.02236987246
Kalin Lucas	MEM	PF	-0.02424227642
Malcolm Lee	PHI	SG	-0.02650514905
Andrei Kirilenko	BKN	SF	-0.02743858862
Toure' Murry	UTA	PG	-0.02876294038
Adreian Payne	ATL	PF	-0.03584866829
Tyler Ennis	MIL	PG	-0.03970145458
Will Bynum	WAS	PG	-0.05319195235
Seth Curry	PHX	PG	-0.05538401084
Darius Miller	NOP	SG	-0.05567533875
Julius Randle	LAL	PF	-0.05763518157
Bruno Caboclo	TOR	SF	-0.06103914222
Jerel McNeal	PHX	PG	-0.06316477582
Patrick Christopher	UTA	PG	-0.0981002168
A.J. Price	PHX	PG	-0.1118726287
Grant Jerrett	OKC	PF	-0.1293485426
Marcus Thornton	PHX	SG	-0.1318042098
Gal Mekel	NOP	PG	-0.1339646554
Ricky Ledo	DAL	SF	-0.1712623767
Russ Smith	NOP	PG	-0.2057666172
Reggie Bullock	PHX	SF	-0.263663394

Early trade analysis with VEDs per 82 games. I used positional rankings but players count twice or more on the list if they played on different teams so the rankings may be a few spots off here and there from "true" reality meant to show scale

Clippers acquire:

Lance Stephenson - 3.84 VEDS (#62 SG)

Hornets acquire:

Matt Barnes - 18.84 VEDS (#12 SF)
Spencer Hawes - 8.01 VEDS (#40 C)

Based on last year's production a major downgrade for the Clippers and even IND Lance production would rate below last year's Barnes. Matt Barnes rated as the Clips 4th best player ahead of the player the Clips are dying to max out in Deandre. Hawes is a competent big and the Clippers could end up with a less productive player in his place (*cough* Kendrick Perkins). Between the two the Clippers and replacing them with a ball dominant weak 3pt shooter in Lance the Clippers lose important spacing. On the other hand Barnes is old and Lance is young, which could close the gap quickly between the two and you can't get a bigger difference for helping players efficiency between the toilet bowl of the Hornets offense and playing with Paul, Blake and Doc in LA. My main problem with this deal is Barnes didn't need to be in it. The Hornets wanted an unguaranteed contract to get Lamb meaning the similarly mostly unguaranteed Jamal Crawford (ranks #36 SG, has no fit on a team with Redick and Stephenson) replacing Barnes would have worked, or another way such as using a recent 1st in CJ Wilcox as value with Jordan Farmar and capspace from a team like 76ers to help the Hornets make that Lamb deal. This is before considering the scary proposition that having all of Lance, Jamal and Redick on the team leads to Redick losing minutes for the sake of less valuable players

Hornets acquire:

Jeremy Lamb - 6.67 VEDS (#52 SG)

Memphis Grizzlies acquire:

Matt Barnes - 18.84 VEDS (#12 SF)

Oklahoma City acquire:

Luke Ridnour - 3.80 VEDS (#99 PG)

Although Barnes rated a lot higher than the Hornets last year, with MKG and Batum there wouldn't have been as much minutes for him in addition to other factors like age and not playing with Paul and Blake anymore, so his value likely would've fallen off hard in CHA. Lamb gives them a young SG who's VEDS wasn't that great but an increase from 13.5mpg could help increase his value. The Hornets need spacing which is one of his strengths. OKC will waive Ridnour. If Barnes can come close to the production he had last year he will provide a steal in value to Memphis by giving them needed defense and spacing but he's also at the age where taking him away from CP3 could drive him away from NBA caliber play quickly

Hornets acquire:

Nic Batum - 16.62 VEDS (#17 SF)

Portland acquires:

Gerald Henderson - 13.42 VEDS (#29 SF)
Noah Vonleh - 2.95 VEDS (#108 PF)

Batum ranked as a quality SF despite an off year for health reasons. On the other hand going from a high quality spacing situation in Portland to Charlotte and potentially playing out of position could also hurt his numbers.

Portland did this for Vonleh who played too little for his rating to matter although his poor production in the D League shouldn't just be ignored. Henderson is fringe starter caliber and could put up some points per game next year to become an asset on a likely depleted Portland team.

Portland acquires:

Mason Plumlee - 7.82 VEDS (#69 PF)
Rights to Pat Connaughton (#41)

Brooklyn acquires:
Steve Blake - 8.52 VEDS (#49 PG)
Rights to Rondae Hollis-Jefferson (#23)

Plumlee is young but has fairly unimpressive value in modern NBA due to lack of spacing or notable defensive impact. Still Portland only moved down 18 spots and if they had Connaughton rated close to the best players available at 23 they have been thinking they're getting free value

Toronto acquires:

Future 1st (2017 LA Clippers)
Rights to Norman Powell (#46)

Milwaukee acquires:

Greivis Vasquez - 9.62 VEDS (#39 PG)

This trade looks frankly atrocious. Vasquez is an above average backup PG and his ability to create shots himself and play the pick and roll could help the Bucks. But at 6.6 million rates as arguably not even worth the capspace the Bucks gave up for him, let alone paying a future 1st and a 2nd round pick this year.

Posted: **Mon Jun 29, 2015 8:58 pm**

Vasquez trade does look bad. Might look better if they extend or re-sign for a fair salary in future. Perhaps they feel it is the necessary move to get to playoffs next season. If so, that could heighten the value.

What will they do with MCW long-term? Trade, re-sign, let walk?

Posted: **Wed Jul 15, 2015 11:40 pm**

Very unscientific ranking of each conference right now, couldn't really build a fully quant way to predict right now without a wide number of past years done, with young and old players just had to wing it by taking their per minute rate and giving them an expected bump up or down. I added my projected VEDS top 9 in minutes per game on each team, with a total minutes the same for each team, and the expectation as if they all play every game. Once it gets to the deeper bench it gets complicated with games played with guys getting in or out, not to mention benches haven't been fully filled out yet, thus would be hard to calculate. This is just a ballpark of what the stat would predict:

East

1 CLE
2 ATL
3 CHI
4 TOR
5 WAS
6 BOS (significant gap between 6 and 7 in the East)
7 CHA
8 DET
9 MIL
10 IND
11 MIA
12 PHI
13 ORL
14 NYK
15 BKN

1 GSW
2 OKC
3 SAS
4 UTA
5 LAC
6 HOU
7 NOP
8 POR
9 MEM
10 DAL
11 SAC
12 DEN
13 PHX
14 MIN
15 LAL

Very bullish on Portland compared to conventional wisdom. McCollum and Leonard project strongly based on what they did in lesser minutes last year and expectation of minutes increase this year, while Portland also benefits from the "average" effect - players like Henderson, Aminu, Davis, Plumlee aren't world beaters, there is value to having them instead of scrubs.

Miami is one of the most bearish projections, and this is before including surefire health problems. Wade rates as complete non impact, as he was an inefficient non floor spacer last year and the bench appears to be a problem. Dragic rated as more of a Reggie Jackson average starting PG last year. BOS rates as a quality team who could challenged high 40s, as Smart (based on numbers for a rookie) and Isaiah project to be quite the strong PG combo with some pieces like Bradley, Crowder, Sullinger, Zeller being both young and quality last year

Overall top 5 was 1 GSW 2 OKC 3 CLE 4 SAS 5 ATL. BKN rates dead last after they submarined their depth to get under the lux. Deron, Anderson, Mirza, Plumlee is a lot of competence out the door and replaced by like poor rating players such as Larkin, Bargs, rookie RHJ and far too many minutes for Jarrett Jack

Posted: **Thu Jul 16, 2015 1:15 am**

Seems pretty reasonable generally.

Since you are playing with it, would you be interested in comparing what VEDS would have projected for last season based on previous season and what just ED would have? That is just Efficiency and Defense, leaving Volume and Spacing out. Volume might capture relative team scoring attempts (with offensive rebounds and turnovers) and might have some value because of that but does as pacing really add something at team level beyond Efficiency? Maybe, if spacing affects turnovers and offensive rebounds but that it is a pretty background contribution. Most of the value in prediction is probably coming from ED, I believe. If VEDS outperformed ED in retrodiction (repeatedly) I'd probably become more interested.

I believe an ED rating with equal weights for offense and defense would beat VEDS as is, because of the balanced weighting. If you really want to advance VEDS I think you have to properly weight it rather than go with simple summation. For the offensive half, I'd think Volume and Spacing probably would optimally have low to nearly no weights. But tinker and see if you like.

Posted: **Sun Jul 19, 2015 1:40 am**

I will check it, the stat was designed for rating individual players, but when adding it up for team ratings like 2014-2015's you may very well be right that the V and S cease to help. For example if I hypothesized that the reason Lamarcus Aldridge's high Volume had value last season is that it opens up space for his teammates, when rating last year's Blazers as a whole, statistically this impact could already show up in other players increased efficiency (i.e. Wes Matthews percentage on 3s, Robin Lopez % at rim) therefore just ED may already capture the hypothesized value of Aldridge volume shooting via other players. Likewise for a player like Kyle Korver's Spacing value, if the space he creates makes his teammates more efficient, that still shows up in the team's total rating because if his spacing effect improved his teammates stats and thus that improved the team's total VEDS or ED rating.

From the perspective of predicting next year, if just using ED then for example Aldridge looks like a poor acquisition as Splitter would rate as the much better player per minute (his net ED is higher than Aldridge, despite playing 20mpg vs 35, meaning he's lapping Aldridge per minute - not a surprise considering Splitter's entire game is taking efficient shots at the rim and playing defense) however the optimistic take on the acquisition LMA brings extra value to a team vs Splitter by drawing double teams to help players get open shots and his shooting range spacing the floor. The difference between VEDS and just ED would try to encapsulate this even if the end result at the end of the year is the other Spurs efficiency looking strong (My longtime personal belief as well is that having star players who take a big offensive load helps the rest of the team save their energy for defense, which is another benefit LMA could bring to the Spurs). On that note even with all this LMA only rated as well as Splitter and CoJo per minute last year in VEDS, just with 35mpg, so I'm not over the moon with the acquisition

My suspicion is that "just ED" would only be successful like Wins Produced is "successful" - it could explain last year but runs into problems like Splitter and Aldridge for the same reasons WP does by missing those interaction effects. On that note I think when I came up with my efficiency formula years ago I did upgrade it with a defensive adjustment and the results weren't great. For example Kosta Koufos at the time rated as a top 50 player overall, top 10 C and close to the best player of the franchise record Nuggets. Some other players of that type like Tyson Chandler and Robin Lopez also looked awesome, Chandler rated ahead of Dirk on 2011 Mavs for example and in 2011 and 2012 was like a top 5 player overall because he was basically the Ultimate version of Splitter and Koufos players. John Hollinger got Koufos, had Ed Davis set up to play more minutes and got Mike Miller that year to add to his WCF Grizzlies and I thought if my stat is right Memphis is going to kill the West because they just added added a bunch of very efficient players to fix their offense in place of inefficient ones. Memphis came out flat even before Marc Gasol's injury that year and Koufos efficiency hasn't been close to the same in Memphis as it was in Denver (ORTG dropped from 122 to 106, was 103 this year). That's what helped me realize it wasn't enough to just use that efficiency formula even though when I applied it to previous seasons with defense included, like Wins Produced, it added up 90-95% to wins. While nowadays I believe things like the V and the S would have helped a lot in evaluating what Memphis got in Koufos at the time, and capturing what makes 2011 Dirk valuable compared to Chandler

Posted: **Mon Jul 20, 2015 3:02 am**

ED is the impact, VS is the role?

What if you used V and S as coordinates to graph then displayed ED value or mapped one then the other or both as 3rd and 4th dimensions? The original rating becomes a simpler rating and topology... and perhaps a typology if you analyze / characterize the topology.

APBRmetrics

VEDS (Early conference ranks)

VEDS (Early conference ranks)

Re: Created a stat - VEDS

Re: Created a stat - VEDS

Re: Created a stat - VEDS

Re: VEDS (14-15 ratings: DRPM variant)

Re: VEDS (14-15 ratings: DRPM variant)

Re: VEDS (14-15 ratings: DRPM variant)

Re: VEDS (14-15 ratings: DRPM variant)

Re: VEDS (14-15 ratings: DRPM variant)

Re: VEDS (Post playoffs update + Early trade evaluations)

Re: VEDS (Post playoffs update + Early trade evaluations)

Re: VEDS (Early conference ranks)

Re: VEDS (Early conference ranks)

Re: VEDS (Early conference ranks)