RealGM 2023 Top 100 Project - #4 (Bill Russell)
Moderators: trex_8063, penbeast0, PaulieWal, Clyde Frazier, Doctor MJ
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Assistant Coach
- Posts: 4,339
- And1: 5,145
- Joined: Jul 05, 2014
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
#1 Tim Duncan
Gun to my head I decided to lean Duncan. Both of these guys were blessed to play in very fortunate situations for the majority of their careers, and they did incredible jobs making the most of them. These are probably the two greatest leaders in NBA history. They are the ideal superstars that every organization would want to have.
I personally think Duncan would have even easier time replicating what Russell did than the reverse. I view him as considerably better offensive player, and I don't think the gap on defense is large enough to overcome it. I can't get over a guy that physically gifted, with that incredible of a basketball IQ being such a pedestrian scorer for his era. He's not someone you can run your offense through and yield acceptable results with either via his playmaking. I also believe Russell benefited more from the era he was in than Duncan did. Throw in the edge in longevity it's just enough for me to side with him even though I don't feel confident about it either way.
#2 Bill Russell
Coin flip with Duncan, and it didn't go his way.
Nomination: Magic Johnson
Gun to my head I decided to lean Duncan. Both of these guys were blessed to play in very fortunate situations for the majority of their careers, and they did incredible jobs making the most of them. These are probably the two greatest leaders in NBA history. They are the ideal superstars that every organization would want to have.
I personally think Duncan would have even easier time replicating what Russell did than the reverse. I view him as considerably better offensive player, and I don't think the gap on defense is large enough to overcome it. I can't get over a guy that physically gifted, with that incredible of a basketball IQ being such a pedestrian scorer for his era. He's not someone you can run your offense through and yield acceptable results with either via his playmaking. I also believe Russell benefited more from the era he was in than Duncan did. Throw in the edge in longevity it's just enough for me to side with him even though I don't feel confident about it either way.
#2 Bill Russell
Coin flip with Duncan, and it didn't go his way.
Nomination: Magic Johnson
~Regarding Denver Nuggets, May 2025hardenASG13 wrote:They are better than the teammates of SGA, Giannis, Luka, Brunson, Curry etc. so far.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Assistant Coach
- Posts: 4,130
- And1: 5,976
- Joined: Jul 24, 2022
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
WOWY-related stuff is most useful in the sense that it can allow us to, in a way, approximate RAPM-like data in the era before play-by-play data exists.
WOWY is a raw, unadjusted impact metric, just like on/off but using games instead of possessions to measure value. You say WOWY-based stuff should generally be used to approximate RAPM/impact for the earlier guys. In general, that's consistent with how I use it.
Going to push back on this somewhat.
Both RAPM and WOWY can broadly be identified as “impact” indicators, but they are not the same type of impact. Using games instead of lineup possessions is a substantial difference, and the example I always come back to is 2010-12 Garnett.
Garnett’s rank in Engelmann’s prior-informed RAPM databases for those seasons is fourth, fifth, and third, and from 2009-13 he ranks third in Cheema’s database. When Garnett missed games in that period, the Celtics had a +1.2 net rating. When he played, they had a +4.8 net rating. That is significant lift, especially isolated for defence, but that is not quite what I would call a typical signal from a top three or four player, and in this thread we have seen higher lift than that flippantly dismissed as not befitting a top five player.
Which bring us to that distinction between possessions and games. Over this period, Garnett was averaging roughly 30 minutes per game. He was one of the most impactful players in the league in those minutes… but he was only playing ~63% of the game, and most top were averaging more like 75-80%. Plenty of people here have recognised that and subsequently experimented with a sort of rate multiplication for RAPM incorporating possession or minute counts to more holistically capture player “impact” — but the act of doing so goes beyond RAPM itself and starts to incorporate some of that WOWY principle of per game impact. And there I think it is always worth remembering the more minutes you give to your replacements, the more you risk losing whatever advantage you established for your team.
I suppose there could be some reverse application for WOWY where the WOWY evaluation is divided by the player’s minute load. Certainly would paint 1977/78 Walton in an interesting light, and maybe grant strong credence to contemporary commentary on how he seemed to have elevated the game to a never-before-seen level.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- General Manager
- Posts: 9,361
- And1: 5,639
- Joined: Jun 03, 2023
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
I have Bam Russell leading Duncan 12-7 if anyone is curious, though most Russell voters have Duncan 2nd anyway. Maybe we can cut the next vote down a day if it becomes clear Duncan us going to stroll to victory.
Warspite wrote:Billups was a horrible scorer who could only score with an open corner 3 or a FT.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Starter
- Posts: 2,266
- And1: 2,273
- Joined: Jul 01, 2022
-
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
One_and_Done wrote:I have Bam Russell leading Duncan 12-7 if anyone is curious, though most Russell voters have Duncan 2nd anyway. Maybe we can cut the next vote down a day if it becomes clear Duncan us going to stroll to victory.
What purpose did this serve?
Mogspan wrote:I think they see the super rare combo of high IQ with freakish athleticism and overrate the former a bit, kind of like a hot girl who is rather articulate being thought of as “super smart.” I don’t know kind of a weird analogy, but you catch my drift.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- General Manager
- Posts: 9,361
- And1: 5,639
- Joined: Jun 03, 2023
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
Freudean slip
Warspite wrote:Billups was a horrible scorer who could only score with an open corner 3 or a FT.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Analyst
- Posts: 3,348
- And1: 3,008
- Joined: Apr 13, 2013
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
Some further food for thought, this time using Real Plus Minus:
Average Real Plus Minus in Prime Years
- Stephen Curry (2013-2014 to 2022-2023): 7.978
- LeBron James (2008-2009 to 2019-2020): 7.276
- Michael Jordan (1996-1997 to 1997-1998): 6.79
- Shaquille O’Neal (1997-1998 to 2004-2005): 6.474
- Tim Duncan (1998-1999 to 2006-2007): 6.299
- Kevin Garnett (1999-2000 to 2007-2008): 5.778
(Note: I included Hakeem in my earlier post with AuPM/g rankings, but that measure had a few extra 1990s years than RPM, so I didn’t include Hakeem here—there’s not really any prime years for Hakeem in the RPM data. Hakeem averaged 2.975 in the 1996-1997 and 1997-1998 seasons, but he wasn’t really in his prime anymore at that point IMO. I included those years for MJ above, because those are more fairly construed as part of MJ’s prime, though it’s obviously nowhere near his whole prime).
Average Real Plus Minus in Prime Years
- Stephen Curry (2013-2014 to 2022-2023): 7.978
- LeBron James (2008-2009 to 2019-2020): 7.276
- Michael Jordan (1996-1997 to 1997-1998): 6.79
- Shaquille O’Neal (1997-1998 to 2004-2005): 6.474
- Tim Duncan (1998-1999 to 2006-2007): 6.299
- Kevin Garnett (1999-2000 to 2007-2008): 5.778
(Note: I included Hakeem in my earlier post with AuPM/g rankings, but that measure had a few extra 1990s years than RPM, so I didn’t include Hakeem here—there’s not really any prime years for Hakeem in the RPM data. Hakeem averaged 2.975 in the 1996-1997 and 1997-1998 seasons, but he wasn’t really in his prime anymore at that point IMO. I included those years for MJ above, because those are more fairly construed as part of MJ’s prime, though it’s obviously nowhere near his whole prime).
OhayoKD wrote:Lebron contributes more to all the phases of play than Messi does. And he is of course a defensive anchor unlike messi.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Analyst
- Posts: 3,348
- And1: 3,008
- Joined: Apr 13, 2013
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
Following on with some more information, this time from the GitHub RAPM data (which ends at 2018-2019, which is why I don’t include years beyond that in the timeframes):
Average Regular Season GitHub RAPM in Prime Years
- Stephen Curry (2013-2014 to 2018-2019): 5.482
- Michael Jordan (1996-1997 to 1997-1998): 4.335
- Kevin Garnett (1999-2000 to 2007-2008): 4.096
- LeBron James (2008-2009 to 2018-2019): 3.881
- Tim Duncan (1998-1999 to 2006-2007): 3.530
- Shaquille O’Neal (1997-1998 to 2004-2005): 2.365
There’s also playoff RAPM data. The playoff RAPM appears to be on a different scale for whatever reason, so the numbers are all lower:
Average Playoff GitHub RAPM in Prime Years
- Michael Jordan (1996-1997 to 1997-1998): 2.527
- Stephen Curry (2013-2014 to 2018-2019): 2.132
- LeBron James (2008-2009 to 2017-2018): 1.713
- Tim Duncan (1998-1999 to 2006-2007): 0.925
- Shaquille O’Neal (1997-1998 to 2004-2005): 0.621
- Kevin Garnett (1999-2000 to 2007-2008): 0.612
This version of RAPM is a bit wonky and I know some don’t like it, but it’s one of the RAPM measures we have and it seems worth posting how the above players come out in their primes. As with the AuPM/g and RPM measures I posted earlier, Steph Curry comes off looking extremely good.
(Note: Again, I didn’t include Hakeem here, since he wasn’t really in his prime by the 1996-1997 season, which is when the data starts. But in case there’s any curiosity, Hakeem had a regular season average of 2.395 in 1996-1997 to 1997-1998, and an average playoff RAPM of 0.170 in that timeframe).
Average Regular Season GitHub RAPM in Prime Years
- Stephen Curry (2013-2014 to 2018-2019): 5.482
- Michael Jordan (1996-1997 to 1997-1998): 4.335
- Kevin Garnett (1999-2000 to 2007-2008): 4.096
- LeBron James (2008-2009 to 2018-2019): 3.881
- Tim Duncan (1998-1999 to 2006-2007): 3.530
- Shaquille O’Neal (1997-1998 to 2004-2005): 2.365
There’s also playoff RAPM data. The playoff RAPM appears to be on a different scale for whatever reason, so the numbers are all lower:
Average Playoff GitHub RAPM in Prime Years
- Michael Jordan (1996-1997 to 1997-1998): 2.527
- Stephen Curry (2013-2014 to 2018-2019): 2.132
- LeBron James (2008-2009 to 2017-2018): 1.713
- Tim Duncan (1998-1999 to 2006-2007): 0.925
- Shaquille O’Neal (1997-1998 to 2004-2005): 0.621
- Kevin Garnett (1999-2000 to 2007-2008): 0.612
This version of RAPM is a bit wonky and I know some don’t like it, but it’s one of the RAPM measures we have and it seems worth posting how the above players come out in their primes. As with the AuPM/g and RPM measures I posted earlier, Steph Curry comes off looking extremely good.
(Note: Again, I didn’t include Hakeem here, since he wasn’t really in his prime by the 1996-1997 season, which is when the data starts. But in case there’s any curiosity, Hakeem had a regular season average of 2.395 in 1996-1997 to 1997-1998, and an average playoff RAPM of 0.170 in that timeframe).
OhayoKD wrote:Lebron contributes more to all the phases of play than Messi does. And he is of course a defensive anchor unlike messi.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Head Coach
- Posts: 6,042
- And1: 3,933
- Joined: Jun 22, 2022
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
Okay, uh...
We do not have playoff AUPM for 1994/1995
https://youtu.be/a1cp6_ucC9M?t=1183
-> The regular-season excludes 1993 which per Ben would likely be higher(very possible 1992 also boosts it)[/b]
-> The playoff-stuff is specifically based on box with "limited data" thus not capturing Hakeem's defensive value(per ben himself)
-> Actual AUPM only exists for 1997-1999
-> Unless I'm missing something, BPM(like RAPM) are on a different artificial scale so you can't just assume the gaps work that way
What we do have
->Rockets go from 50-win team to 62-win team between 93-95
->Record as srs underdog only really challenged by Lebron
->1986 upset of Magic is arguably the biggest of the era(scoring jumps)
->Strong box-elevation
As for rs/playoff weightings, Ben does say the rs has limited effect on "corp" per his srs-studies. Important for sample-size though.
The regular-season stuff is mostly fine. Will note that Hakeem's prime was longer than Duncan's, he carries an advantage as a help-defender which is not really captured in box and, perhaps as a byproduct of the era he played in, ben's "creation metrics' do not really see him that far off of duncan(for 3-year playoffs actually he looks shockingly good). I do have Duncan higher though, so you don't really need to convince me there. Before, we get to the rest, I'm going to take a detour...
Okay, but WOWY is not(and shot not be) an approximation of RAPM. Adjustments and all, the premise of APM is ultimately still that “winning on the court is good, as is seeing your team become worse without you on the court”
The main advantage of WOWY is that you can see what truly happens when a player is removed from a team. RAPM is "stable", but it is also artificial. Outliers are curved down and it is still susceptible to wonky-lineups and rotations. It's a potentially great tool, but it is not a substitute for what actually happens. Using RAPM in-place of actual signals is missing the point.
The point of WOWYR is to approximate RAPM but how well it achieves that...
...is up for discussion.
There are also some assumptions here...
I've pointed this out before, but the whole "good coaches suppress impact" has not been justified empirically to my knowledge. Steph in particular is a very odd player to bring up since his impact went up after he swapped a bad coach for a good one.
Coaches may be able to get more out of benches, but they also theoretically can get more out of the player or out of the teammates a player shares the floor with. There's really no reason to assume good coaching is a detriment to impact(In fact I'd say history would suggest the opposite...).
Much like with "ball-dominance makes bench units worse", I think we're leaping before we're looking. Very skeptical "impact goes up when coach is bad" actually tracks and I'm not sure I understand how WOWYR can "see" the effects coaching quality. If nothing else, I would strongly recommend checking if there's evidence before you run with this.
Getting back to the players...
"Mantain" might be more accurate. they do fall in 2000(defense collapses arguably thanks to Shaq's lack of mobility being exploited), but when I checked what I expected to be falls in 94 and 95 were not by sans(though I am starting to suspect psrs as designed generally places teams higher so ehh), no clue what their psrs is in 96-99, but 98 has them getting swept by a team with worse srs and 96 sees them lose to a team with way worse srs(led by Hakeem naturally). That is counter-balanced by rises in 2001, 2002, and 2006. If I wanted to be mean the Cavs also fall in 2010 but eh.
Some Caveats.
Falls
-> Team is injured in 1996
-> Possibly worst matchup in 1998
as for the rises:
Some notes:
-> Shaq "rising" from the regular season(even in a metric that deals in absolutes like yours) is arguably a result of rs health:

-> 2002 Lakers are better than the Spurs with Duncan(who played all 82 games!) in games with Shaq(62-win)
-> Wade becomes MJ in 2006
-> Kobe becomes MJ in 2001, addition of a certain Horace Grant is probably a significant defensive boost come playoff-time
(Not) a Haiku:
Offensive ratings are great
box-composites are cool
the least "resilient" part of his game is arguably defense so what do they prove!
Anyway...
Fair points, but worth considering:
Motion offense in the postseason
Will clarify that I think West is probably a riser, but I'm not sure that's actually reflected in holistic team-level results.
Fair, though mpg may swing things back against some here(cough Steph cough).
An interesting idea!
Theoretically, a separate "database" where starting teammates miss time(maybe with a filter like the 10 gms/szn I use) are listed wouldn't be a bad compliment.
Yes, but I'm lazy. And yes, it would be a point in KG/Duncan's favor though, as Anenigma points out, one should be careful about the calculation process...
Returning to Hakeem
Which is why I specifically have used terms like "is competitive with", "on the level of" than "better than". Hakeem sees more raw lift on worse teams(concentrated, ben's wowy, career wide, 10-year) placing them as peers. Hakeem does potentially gain separation in the playoffs. He also [b[potentially[/b] gains value from all the extra minutes he played. Regardless, he does look very good relative to how he was voted for MVP..
DraymondGold wrote:Cheers! Big Hakeem post incoming...OhayoKD wrote:Welcome back!![]()
Qualifier: We do only have a limited sample size for Hakeem, but 1994 and 1995 are often considered his playoff peak (though personally I prefer 1993-1994 as overall years).
We do not have playoff AUPM for 1994/1995
https://youtu.be/a1cp6_ucC9M?t=1183
-> The regular-season excludes 1993 which per Ben would likely be higher(very possible 1992 also boosts it)[/b]
-> The playoff-stuff is specifically based on box with "limited data" thus not capturing Hakeem's defensive value(per ben himself)
-> Actual AUPM only exists for 1997-1999
-> Unless I'm missing something, BPM(like RAPM) are on a different artificial scale so you can't just assume the gaps work that way
What we do have
->Rockets go from 50-win team to 62-win team between 93-95
->Record as srs underdog only really challenged by Lebron
->1986 upset of Magic is arguably the biggest of the era(scoring jumps)
->Strong box-elevation
As for rs/playoff weightings, Ben does say the rs has limited effect on "corp" per his srs-studies. Important for sample-size though.
The regular-season stuff is mostly fine. Will note that Hakeem's prime was longer than Duncan's, he carries an advantage as a help-defender which is not really captured in box and, perhaps as a byproduct of the era he played in, ben's "creation metrics' do not really see him that far off of duncan(for 3-year playoffs actually he looks shockingly good). I do have Duncan higher though, so you don't really need to convince me there. Before, we get to the rest, I'm going to take a detour...
My General Philosophy: You say WOWY-based stuff should generally be used to approximate RAPM/impact for the earlier guys. In general, that's consistent with how I use it.
Okay, but WOWY is not(and shot not be) an approximation of RAPM. Adjustments and all, the premise of APM is ultimately still that “winning on the court is good, as is seeing your team become worse without you on the court”
The main advantage of WOWY is that you can see what truly happens when a player is removed from a team. RAPM is "stable", but it is also artificial. Outliers are curved down and it is still susceptible to wonky-lineups and rotations. It's a potentially great tool, but it is not a substitute for what actually happens. Using RAPM in-place of actual signals is missing the point.
The point of WOWYR is to approximate RAPM but how well it achieves that...
Spoiler:
...is up for discussion.
There are also some assumptions here...
lessthanjake wrote:DraymondGold wrote:EDIT: The coaching thing does lead me to a point that relates back to Steph Curry, who I’ve been talking about a lot. The Warriors have not done well in games Steph hasn’t played. But they actually *do* have a coach that I think we’d all consider quite good. One interpretation of that is that WOWY therefore *underrates* Steph Curry, even though it still has him being essentially GOAT-level. That actually seems like a reasonable inference to me, but it’s also possible that Steve Kerr is a good coach overall who isn’t great at adjustments like this.
I've pointed this out before, but the whole "good coaches suppress impact" has not been justified empirically to my knowledge. Steph in particular is a very odd player to bring up since his impact went up after he swapped a bad coach for a good one.
Coaches may be able to get more out of benches, but they also theoretically can get more out of the player or out of the teammates a player shares the floor with. There's really no reason to assume good coaching is a detriment to impact(In fact I'd say history would suggest the opposite...).
Much like with "ball-dominance makes bench units worse", I think we're leaping before we're looking. Very skeptical "impact goes up when coach is bad" actually tracks and I'm not sure I understand how WOWYR can "see" the effects coaching quality. If nothing else, I would strongly recommend checking if there's evidence before you run with this.
Getting back to the players...
-Are you sure Shaq’s teams have a playoff fall-off? I seem to recall his team offensive results not dropping off at least, but I may be misremembering. I’m open to seeing something I've missed.
"Mantain" might be more accurate. they do fall in 2000(defense collapses arguably thanks to Shaq's lack of mobility being exploited), but when I checked what I expected to be falls in 94 and 95 were not by sans(though I am starting to suspect psrs as designed generally places teams higher so ehh), no clue what their psrs is in 96-99, but 98 has them getting swept by a team with worse srs and 96 sees them lose to a team with way worse srs(led by Hakeem naturally). That is counter-balanced by rises in 2001, 2002, and 2006. If I wanted to be mean the Cavs also fall in 2010 but eh.
Some Caveats.
Falls
-> Team is injured in 1996
-> Possibly worst matchup in 1998
as for the rises:
f4p wrote:OhayoKD wrote:well, there's just the fact that shaq ripped everybody apart for 3 years and won 3 titles doing it and garnett, as much as people might want to point to his impact or his defensive RAPM and such, felt like he really could be limited in the playoffs in a way that was problematic and not easily cancelled out by great defense or explained by having a bad supporting cast. shaq also got to a finals by beating michael jordan and then gave prime hakeem everything he wanted as a 22 year old. i'm also not sure shaq isn't resilient. by age 22-31 normalized box composite, i have shaq going from 0.711 in the regular season to 0.730 in the postseason. so he's increasing compared to others.
he also shows strong actual vs expected championship. his +136% number is higher than everybody in the last Top 25 except hakeem, kobe, and wade (i don't know if kobe and wade are there because of shaq or vice versa). his absolute +2.3 titles is better than all but 5 of the top 30. garnett, for all his terrible teams, ended up with 0.77 expected championships, so his 1 that he won isn't that far out of line with what was expected (and this only counts playoffs played, so 2009 is not bumping up his expected number).
Some notes:
-> Shaq "rising" from the regular season(even in a metric that deals in absolutes like yours) is arguably a result of rs health:

-> 2002 Lakers are better than the Spurs with Duncan(who played all 82 games!) in games with Shaq(62-win)
-> Wade becomes MJ in 2006
-> Kobe becomes MJ in 2001, addition of a certain Horace Grant is probably a significant defensive boost come playoff-time
(Not) a Haiku:
Offensive ratings are great
box-composites are cool
the least "resilient" part of his game is arguably defense so what do they prove!
Anyway...
-Bird and Curry are both off-ball heavy players with a greater injury risk than Hakeem. I think it’s worth distinguishing between the drop off in box stats when they’re injured (which I’d argue is real) vs any drop off in box stats when healthy. If there is a drop off in their healthy playoff runs (which isn’t always true), this may be because box stats miss their off-ball value.
Fair points, but worth considering:
Motion offense in the postseason
Spoiler:
Will clarify that I think West is probably a riser, but I'm not sure that's actually reflected in holistic team-level results.
If you’ll allow me one push-back: Even if you weigh longevity heavily, there’s still a WOWY-based case for the outlier WOWY guards (Oscar, West, Curry) and even some of the bigs with greater longevity (KG, Shaq). To quote your (sage) advice, WOWY "is a rate stat!"
I don’t have the full career lift numbers on me, so this is more of a rough estimate (but I’d encourage others to check this calculation with the better numbers!). It’s more to illustrate the point. What if we multiply each player’s Prime WOWY (which is in units of per game, right?) with their total number of games...
Curry: +10.2 per game * 882 games= +8996.4 in his career
Oscar: +8.4 per game * 1040 games= +8736.0 in his career
Garnett: +5.7 per game * 1462 games = +8333.4 in his career
West: +7.8 per game * 932 games = +7269.6 in his career
Shaq: +5.5 per game * 1207 games = +6638.5 in his career
Hakeem: +5.2 per game * 1238 games= +6437.6. in his career
Fair, though mpg may swing things back against some here(cough Steph cough).
Part C: Multi-year Lineup changesIndeed, you do have a specialOhayoKD wrote:-Multi-season lineup changes (the OhayoKD special): Russell looks GOAT-level and definitely gets above Hakeem. Others may look better as well, but there's less of a single database to check for these full-season trade/injury/rookie/retirement-based WOWY data.
I'm honored to have a special
but context is important using said extraps(the trade-off for larger samples is noise), and specifically what you're comparing. And while clearly not a match for Russell(no one really is with a truly era-relative, rather than srs-relative approach). In this case Hakeem's "extraps" come on a team which did shockingly well in his first-three years in the league but started coking-up as early as 1986. With this in mind I think the "extrap" looks decent:Ben has his own(presumably more sophisticated) approach which likes Hakeem even better; "Prime WOWY" ranks Olajuwon 10th. Magic and Jordan rank 12th and 20th, respectively. Keep in mind the samples here are much, much smaller, but at least there aren't extraneous distortions to worry about as we may with something like WOWYR
Getting back to larger samples(or in this case, the largest possible sample), Drafting Hakeem produces a +5 SRS improvement for the Rockets without significant roster additions(this is top-ten worthys, and better than what Magic or Jordan managed), and they've reached the final(interrupting a dynasty on the way) by year two. That start looks GOAT-worthy. Then, when various catastrophes take place starting in 1987, Hakeem still does an admiral job keeping a shipwreck afloat before capitalizing spectacularly with limited help.
In retrospect "goat-worthy" was hyperbolic(Kareem and Lebron win-out rather clearly), but I think it is a positive addition to his case in a comparison with most of the players you list.
We can also look at teammate-signals where notable "co-stars" like sampson(half-a-season) and thorpe(16-games) leave for substantial stretches and the Rockets are basically unaffected(you might note this is basically a a much cleaner version of what WOWYR does with a much larger per/szn sample of 'off").
Cannot say the same for the celtics without mchale or the warriors without draymond. Comparable to Duncan without 03 Ginobli though. Overall, would say this strengthens his case a bit further.![]()
And thanks for the extra info — Interesting stuff. One issue I have with this (purely on a practical level) is that there’s no single database to check the multi-year lineup change WOWY, like the kind you get from rookie year, trades, near season-long injuries, and retirements. While we have a single place we can look for 10 year Prime WOWY, 10 year Prime WOWYR, even individual raw WOWY stretches (within a single season), there’s no single spot to look for these multi-year lineup changes.
It might be worth having someone create an organized database for this, at least for the usual suspects (say the standard top 15-20 players). I’m thinking of having a marker for what happened in the player’s career (Rookie year / trade leaving team A / trade joining team B / ~season-long injury / retirement), a marker for how many games the “on” sample is, how many games the “off” sample is, the raw WOWY (ideally based on change in SRS but MoV would do).
Optional improvements to this database might include a correction factor for diminishing returns on good teams & associated WOWY uncertainty based on sample size (like Thinking Basketball provides for their within-one-season WOWY data), and major changes in the team roster/coaching staff from the two seasons (as this is one of the major blindspots of this kind of raw data).
Obviously it would take a lot of work to put together systematically, but it would be a fantastic resource to have in one spot. And make it a lot easier to compare e.g. Hakeem vs Duncan vs West vs Curry, etc. with this kind of data.
An interesting idea!
Theoretically, a separate "database" where starting teammates miss time(maybe with a filter like the 10 gms/szn I use) are listed wouldn't be a bad compliment.
But isn’t it a per 100 possessions stat, not a per minute stat? I believe you’ve circled their minutes per game? Let me know if I’m misreading these images.
Yes, but I'm lazy. And yes, it would be a point in KG/Duncan's favor though, as Anenigma points out, one should be careful about the calculation process...
Spoiler:
Returning to Hakeem
Hakeem’s number still don’t look all that good there, particularly as it is going to be more difficult to lift a team in raw terms the better they are.
Which is why I specifically have used terms like "is competitive with", "on the level of" than "better than". Hakeem sees more raw lift on worse teams(concentrated, ben's wowy, career wide, 10-year) placing them as peers. Hakeem does potentially gain separation in the playoffs. He also [b[potentially[/b] gains value from all the extra minutes he played. Regardless, he does look very good relative to how he was voted for MVP..
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Lead Assistant
- Posts: 5,767
- And1: 4,135
- Joined: Jul 26, 2012
-
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
lessthanjake wrote:Following on with some more information, this time from the GitHub RAPM data (which ends at 2018-2019, which is why I don’t include years beyond that in the timeframes):
Average Regular Season GitHub RAPM in Prime Years
- Stephen Curry (2013-2014 to 2018-2019): 5.482
- Michael Jordan (1996-1997 to 1997-1998): 4.335
- Kevin Garnett (1999-2000 to 2007-2008): 4.096
- LeBron James (2008-2009 to 2018-2019): 3.881
- Tim Duncan (1998-1999 to 2006-2007): 3.530
- Shaquille O’Neal (1997-1998 to 2004-2005): 2.365
There’s also playoff RAPM data. The playoff RAPM appears to be on a different scale for whatever reason, so the numbers are all lower:
Average Playoff GitHub RAPM in Prime Years
- Michael Jordan (1996-1997 to 1997-1998): 2.527
- Stephen Curry (2013-2014 to 2018-2019): 2.132
- LeBron James (2008-2009 to 2017-2018): 1.713
- Tim Duncan (1998-1999 to 2006-2007): 0.925
- Shaquille O’Neal (1997-1998 to 2004-2005): 0.621
- Kevin Garnett (1999-2000 to 2007-2008): 0.612
This version of RAPM is a bit wonky and I know some don’t like it, but it’s one of the RAPM measures we have and it seems worth posting how the above players come out in their primes. As with the AuPM/g and RPM measures I posted earlier, Steph Curry comes off looking extremely good.
(Note: Again, I didn’t include Hakeem here, since he wasn’t really in his prime by the 1996-1997 season, which is when the data starts. But in case there’s any curiosity, Hakeem had a regular season average of 2.395 in 1996-1997 to 1997-1998, and an average playoff RAPM of 0.170 in that timeframe).
Why are you so pushing Curry at this stage of voting? The best case scenario for Curry is 10-11th. More likely will be around 12th-14th.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- General Manager
- Posts: 9,361
- And1: 5,639
- Joined: Jun 03, 2023
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
Is it? I'll be voting for Curry pretty soon, probably round 8th or so?
Warspite wrote:Billups was a horrible scorer who could only score with an open corner 3 or a FT.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- RealGM
- Posts: 11,924
- And1: 9,421
- Joined: Sep 26, 2017
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
SpreeS wrote:lessthanjake wrote:Following on with some more information, this time from the GitHub RAPM data (which ends at 2018-2019, which is why I don’t include years beyond that in the timeframes):
Average Regular Season GitHub RAPM in Prime Years
- Stephen Curry (2013-2014 to 2018-2019): 5.482
- Michael Jordan (1996-1997 to 1997-1998): 4.335
- Kevin Garnett (1999-2000 to 2007-2008): 4.096
- LeBron James (2008-2009 to 2018-2019): 3.881
- Tim Duncan (1998-1999 to 2006-2007): 3.530
- Shaquille O’Neal (1997-1998 to 2004-2005): 2.365
There’s also playoff RAPM data. The playoff RAPM appears to be on a different scale for whatever reason, so the numbers are all lower:
Average Playoff GitHub RAPM in Prime Years
- Michael Jordan (1996-1997 to 1997-1998): 2.527
- Stephen Curry (2013-2014 to 2018-2019): 2.132
- LeBron James (2008-2009 to 2017-2018): 1.713
- Tim Duncan (1998-1999 to 2006-2007): 0.925
- Shaquille O’Neal (1997-1998 to 2004-2005): 0.621
- Kevin Garnett (1999-2000 to 2007-2008): 0.612
This version of RAPM is a bit wonky and I know some don’t like it, but it’s one of the RAPM measures we have and it seems worth posting how the above players come out in their primes. As with the AuPM/g and RPM measures I posted earlier, Steph Curry comes off looking extremely good.
(Note: Again, I didn’t include Hakeem here, since he wasn’t really in his prime by the 1996-1997 season, which is when the data starts. But in case there’s any curiosity, Hakeem had a regular season average of 2.395 in 1996-1997 to 1997-1998, and an average playoff RAPM of 0.170 in that timeframe).
Why are you so pushing Curry at this stage of voting? The best case scenario for Curry is 10-11th. More likely will be around 12th-14th.
He’s not going any time soon obviously, but there’s no way he finishes worse than 12th, come on. He’s probably consensus top 10 on this board.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Lead Assistant
- Posts: 5,767
- And1: 4,135
- Joined: Jul 26, 2012
-
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
iggymcfrack wrote:SpreeS wrote:lessthanjake wrote:Following on with some more information, this time from the GitHub RAPM data (which ends at 2018-2019, which is why I don’t include years beyond that in the timeframes):
Average Regular Season GitHub RAPM in Prime Years
- Stephen Curry (2013-2014 to 2018-2019): 5.482
- Michael Jordan (1996-1997 to 1997-1998): 4.335
- Kevin Garnett (1999-2000 to 2007-2008): 4.096
- LeBron James (2008-2009 to 2018-2019): 3.881
- Tim Duncan (1998-1999 to 2006-2007): 3.530
- Shaquille O’Neal (1997-1998 to 2004-2005): 2.365
There’s also playoff RAPM data. The playoff RAPM appears to be on a different scale for whatever reason, so the numbers are all lower:
Average Playoff GitHub RAPM in Prime Years
- Michael Jordan (1996-1997 to 1997-1998): 2.527
- Stephen Curry (2013-2014 to 2018-2019): 2.132
- LeBron James (2008-2009 to 2017-2018): 1.713
- Tim Duncan (1998-1999 to 2006-2007): 0.925
- Shaquille O’Neal (1997-1998 to 2004-2005): 0.621
- Kevin Garnett (1999-2000 to 2007-2008): 0.612
This version of RAPM is a bit wonky and I know some don’t like it, but it’s one of the RAPM measures we have and it seems worth posting how the above players come out in their primes. As with the AuPM/g and RPM measures I posted earlier, Steph Curry comes off looking extremely good.
(Note: Again, I didn’t include Hakeem here, since he wasn’t really in his prime by the 1996-1997 season, which is when the data starts. But in case there’s any curiosity, Hakeem had a regular season average of 2.395 in 1996-1997 to 1997-1998, and an average playoff RAPM of 0.170 in that timeframe).
Why are you so pushing Curry at this stage of voting? The best case scenario for Curry is 10-11th. More likely will be around 12th-14th.
He’s not going any time soon obviously, but there’s no way he finishes worse than 12th, come on. He’s probably consensus top 10 on this board.
He is a bit higher than 12th on my list, but I don't believe he will go higher than 13th in this voting.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- RealGM
- Posts: 11,924
- And1: 9,421
- Joined: Sep 26, 2017
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
SpreeS wrote:iggymcfrack wrote:SpreeS wrote:
Why are you so pushing Curry at this stage of voting? The best case scenario for Curry is 10-11th. More likely will be around 12th-14th.
He’s not going any time soon obviously, but there’s no way he finishes worse than 12th, come on. He’s probably consensus top 10 on this board.
He is a bit higher than 12th on my list, but I don't believe he will go higher than 13th in this voting.
If we assume he goes behind all the current nominees + Magic, that puts him 10th. Bird and KG are probably coin flips to be higher than him. Zero chance the voting body that put Kareem ahead of Jordan is going to put Kobe above Steph. You think West or Oscar are going before Steph Curry?
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Lead Assistant
- Posts: 5,767
- And1: 4,135
- Joined: Jul 26, 2012
-
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
iggymcfrack wrote:SpreeS wrote:iggymcfrack wrote:
He’s not going any time soon obviously, but there’s no way he finishes worse than 12th, come on. He’s probably consensus top 10 on this board.
He is a bit higher than 12th on my list, but I don't believe he will go higher than 13th in this voting.
If we assume he goes behind all the current nominees + Magic, that puts him 10th. Bird and KG are probably coin flips to be higher than him. Zero chance the voting body that put Kareem ahead of Jordan is going to put Kobe above Steph. You think West or Oscar are going before Steph Curry?
This voting group are very based on impact numbers, so would be crazy to see Kobe > Curry. But there are some Curry haters here too, who could impact voting.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- RealGM
- Posts: 30,133
- And1: 25,419
- Joined: Aug 11, 2015
-
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
SpreeS wrote:iggymcfrack wrote:SpreeS wrote:
He is a bit higher than 12th on my list, but I don't believe he will go higher than 13th in this voting.
If we assume he goes behind all the current nominees + Magic, that puts him 10th. Bird and KG are probably coin flips to be higher than him. Zero chance the voting body that put Kareem ahead of Jordan is going to put Kobe above Steph. You think West or Oscar are going before Steph Curry?
This voting group are very based on impact numbers, so would be crazy to see Kobe > Curry. But there are some Curry haters here too, who could impact voting.
You can think that Curry was clearly a better basketball player and still have Kobe ahead if you go by CORP methodology, because Kobe still has a significant longevity advantage.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- Lead Assistant
- Posts: 5,767
- And1: 4,135
- Joined: Jul 26, 2012
-
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
70sFan wrote:SpreeS wrote:iggymcfrack wrote:
If we assume he goes behind all the current nominees + Magic, that puts him 10th. Bird and KG are probably coin flips to be higher than him. Zero chance the voting body that put Kareem ahead of Jordan is going to put Kobe above Steph. You think West or Oscar are going before Steph Curry?
This voting group are very based on impact numbers, so would be crazy to see Kobe > Curry. But there are some Curry haters here too, who could impact voting.
You can think that Curry was clearly a better basketball player and still have Kobe ahead if you go by CORP methodology, because Kobe still has a significant longevity advantage.
Kobe will be catched in couple years by this methodology and I would see TOP10 for Curry after 3y if aging curve would be standardly decreasing. The gap between Kobe and Curry is too small to give a higher place to Kobe according by one methodology.
Player Title odds
1 LeBron James 381,0
2 Kareem Abdul-Jabbar 354,0
3 Bill Russell 310,5
4 Michael Jordan 288,0
5 Tim Duncan 283,0
6 Hakeem Olajuwon 278,5
7 Wilt Chamberlain 266,5
8 Shaquille O'Neal 266,0
9 Kevin Garnett 247,5
10 Magic Johnson 213,0
11 Kobe Bryant 211,5
12 Oscar Robertson 208,0
13 Karl Malone 200,0
14 Stephen Curry 199,0
or
Player Title odds
1 LeBron James 408,0
2 Kareem Abdul-Jabbar 379,0
3 Bill Russell 336,0
4 Michael Jordan 310,5
5 Tim Duncan 302,0
6 Hakeem Olajuwon 299,5
7 Wilt Chamberlain 286,0
8 Shaquille O'Neal 281,5
9 Kevin Garnett 258,0
10 Magic Johnson 227,5
11 Oscar Robertson 222,0
12 Kobe Bryant 219,0
13 Stephen Curry 212,5
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- RealGM
- Posts: 30,133
- And1: 25,419
- Joined: Aug 11, 2015
-
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
SpreeS wrote:70sFan wrote:SpreeS wrote:
This voting group are very based on impact numbers, so would be crazy to see Kobe > Curry. But there are some Curry haters here too, who could impact voting.
You can think that Curry was clearly a better basketball player and still have Kobe ahead if you go by CORP methodology, because Kobe still has a significant longevity advantage.
Kobe will be catched in couple years by this methodology and I would see TOP10 for Curry after 3y if aging curve would be standardly decreasing. The gap between Kobe and Curry is too small to give a higher place to Kobe according by one methodology.
Player Title odds
1 LeBron James 381,0
2 Kareem Abdul-Jabbar 354,0
3 Bill Russell 310,5
4 Michael Jordan 288,0
5 Tim Duncan 283,0
6 Hakeem Olajuwon 278,5
7 Wilt Chamberlain 266,5
8 Shaquille O'Neal 266,0
9 Kevin Garnett 247,5
10 Magic Johnson 213,0
11 Kobe Bryant 211,5
12 Oscar Robertson 208,0
13 Karl Malone 200,0
14 Stephen Curry 199,0
or
Player Title odds
1 LeBron James 408,0
2 Kareem Abdul-Jabbar 379,0
3 Bill Russell 336,0
4 Michael Jordan 310,5
5 Tim Duncan 302,0
6 Hakeem Olajuwon 299,5
7 Wilt Chamberlain 286,0
8 Shaquille O'Neal 281,5
9 Kevin Garnett 258,0
10 Magic Johnson 227,5
11 Oscar Robertson 222,0
12 Kobe Bryant 219,0
13 Stephen Curry 212,5
Yeah, I expect Curry to surpass clearly Kobe at the end of his career but he still doesn't have these years. My list you shared basically show that Kobe can be still ranked ahead of him, though the gap is small at this point.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- RealGM
- Posts: 11,924
- And1: 9,421
- Joined: Sep 26, 2017
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
70sFan wrote:SpreeS wrote:iggymcfrack wrote:
If we assume he goes behind all the current nominees + Magic, that puts him 10th. Bird and KG are probably coin flips to be higher than him. Zero chance the voting body that put Kareem ahead of Jordan is going to put Kobe above Steph. You think West or Oscar are going before Steph Curry?
This voting group are very based on impact numbers, so would be crazy to see Kobe > Curry. But there are some Curry haters here too, who could impact voting.
You can think that Curry was clearly a better basketball player and still have Kobe ahead if you go by CORP methodology, because Kobe still has a significant longevity advantage.
Yeah, that's true. It will be interesting to see if the new focus on longevity holds going down the list or if it's just a thing at the top of the list with MJ and Kareem. Like is Bird gonna fall now? He has similar longevity to Steph.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- General Manager
- Posts: 9,361
- And1: 5,639
- Joined: Jun 03, 2023
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
Curry is better than Kobe ever was, and has sufficient longevity that it's meaningless to point to that when he's being compared to a blatantly inferior player.
Warspite wrote:Billups was a horrible scorer who could only score with an open corner 3 or a FT.
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
-
- RealGM
- Posts: 30,133
- And1: 25,419
- Joined: Aug 11, 2015
-
Re: RealGM 2023 Top 100 Project - #4 (Deadline 7/12 11:59pm)
iggymcfrack wrote:70sFan wrote:SpreeS wrote:
This voting group are very based on impact numbers, so would be crazy to see Kobe > Curry. But there are some Curry haters here too, who could impact voting.
You can think that Curry was clearly a better basketball player and still have Kobe ahead if you go by CORP methodology, because Kobe still has a significant longevity advantage.
Yeah, that's true. It will be interesting to see if the new focus on longevity holds going down the list or if it's just a thing at the top of the list with MJ and Kareem. Like is Bird gonna fall now? He has similar longevity to Steph.
I am not a voter, but I would definitely have Bird outside of top 10 and in the same range with Curry.