Top 25 peaks of the 2001-25: #15-#16 Spots

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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#201 » by iggymcfrack » Mon Oct 20, 2025 11:53 pm

Doctor MJ wrote:
iggymcfrack wrote:
Owly wrote:Maybe I'm missing something but ... "if I purposefully don't pick the best sample but one an unstated amount worse for one of the players..." is that not what the above case is?

Just in terms of 4 year on-off every single 4-year Suns spell (all five of them) is better than going back and including the final Dallas year. So whilst that may not be true of RAPM (I don't know, and the later "On" gets weaker) ... "even one Dallas season" ... seems like a big ask if you're sincerely looking to compare players' best spells.

Like I say, perhaps I'm missing something.


I think when we’ve seen Nash in different systems and he’s SOOOOO much more impactful in one specific system that was tailored to him with an ahead of his time coach and a roster where he’s the only real playmaker than he was in other system, it makes sense to be a little skeptical. I think his poor defense and need to dominate the ball to show impact make it hard for him to scale up next to other elite talent. His actual value has to be somewhere between what he showed in Phoenix and what she showed in Dallas and LA.

Do you really think it’s just a super weird aging curve that made him elite from age 30-37 in Phoenix and not show any comparable impact before or after? We’ve seen Harden perform in a variety of roles and systems and be very effective. Nash probably has the biggest difference in performance I’ve seen for how a player did in one system vs. how he did in any other system, and he also has some of the biggest difference between his peak impact stats and his box stats. If there’s any player in NBA history where the context would make me question his peak impact stats, it’s Nash.


Hmm. So I get where you're coming from, but I'd disagree fundamentally.

If a coach goes and makes Shaq a 3-point shooter, he's going to drastically decrease Shaq's impact. Should we then try to judge Shaq's "value" as halfway between him being used like a dominant interior big and him being used like something he's awful at? I don't think anyone would say "Yes". The most pushback I could imagine is someone saying "That's not realistic because no coach is that dumb.", but this rebuttal falls apart when you chew on it. If we're judging players based on their talent being so obvious even an idiot coach won't misuse it, then we're literally punishing smart players for being smart. Why would we do that?

Re: think just a super weird aging curve that made Nash elite from 30-37? No I don't. I think it was coaches & GMs not being smart enough to do their job optimally. Not saying I would have done better, just saying, given what Nash proved himself capable of doing, he very clearly should have been seen as a big time prospect... but he wasn't.

RE: system. Such a problematic word because people are using it like it's some intricate super-plan that the players follow, but that's not what happened in Phoenix. As I've said before, what D'Antoni did with Nash is essentially just let him make all the decisions on the floor. He deserves credit for this, but it's not the same thing as if Nash were a puppet doing what he was told.

Re "if there's any player in history where context makes me question peak impact it's Nash". I mean I'd just say: You're not really thinking about context when you're factoring in a year of Nash in Dallas and pointing at what RAPM says. You're instead saying that if a player's value was dependent on context, then it wasn't really HIS value. You're trying to use a zero-sum method of value allocation wherein the possibility of a player not being able to give value in all contexts damns him... but you're not following through with this logic to all other players because there's not a stat like RAPM that let's you see it the same way, even though it really could be done with absolutely any player.

A player's value is dependent on how he's used. Take the world's best basketball decision maker - arguably Nash - and don't let him make as many decisions, and he won't be as valuable. Take the world's best 3-point shooter (obvs Steph) and don't let him shoot 3's, he won't be as valuable. Take the biggest, baddest mofo in the history of the NBA (arguably Shaq) and make him do anything on the perimeter, and he won't be as valuable.

And by that same token: Take the world's best drummer and make him sing, he won't be as good. Take the world's best chef and make him work short-order, he won't be as good. Take the world's best anything and make them do anything else, they won't be as good. We all know this and don't try to judge Einstein the theoretical physicist by how he'd do at experimental physics, writing calligraphy, or ballroom dancing, we judge him by what he could achieve if his gifts were properly made use of.

I would suggest, we shouldn't lose sight of this general norm we all follow without worry elsewhere, and if usage of a given stat is leading to do that, then we need to step back and ask ourselves why we don't see our approach as problematic.


I don’t think his impact was weaker in Dallas because he was used wrong. Don Nelson wasn’t exactly a fuddy duddy who didn’t want to let an offensive maestro cook. If anything I’d say the team’s ORtg was evidence that he was used pretty optimally.

I think it’s as simple as that Nash has some serious weaknesses especially defensively that make it hard for him to have elite impact unless the offense is completely and utterly dependent on him. I don’t think he scales well next to other top talents which makes it pretty hard to win a ring with him. With a Dirk-level offensive talent on his roster his strengths are muted and his weaknesses are magnified.

I’d actually compare him to Iverson even though they’re completely different player types. Both of them can show superstar impact if they have a team that perfectly fits their strengths. They’re both weak defenders who can single-handedly carry an offense that’s lacking creation, but it’s hard to win a title with them because their value is muted when they play with enough talent for their team to actually contend.

I don’t want to overstate things. Nash was a great player and I still give him tons of credit for what he did in Phoenix. I’m not saying it “doesn’t count” because he was in a good system.

I’m just saying that if only the pure impact metrics see him at this level, not the box or hybrid metrics, and if they only see it in Phoenix with nowhere even remotely close to even a similar impact shown elsewhere during what would typically be much more productive years in a players career, there’s probably some signal given out by this other data that we should pay attention to.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#202 » by iggymcfrack » Tue Oct 21, 2025 12:05 am

Cavsfansince84 wrote:
iggymcfrack wrote:
At age 37 in Phoenix, Nash has much better impact numbers than he did in any of his 24-29 seasons in Dallas. At age 38 in Los Angeles, he’s completely washed and a shell of himself. Yes, I absolutely think that’s relevant!

Look at these 2 year RAPMs:

Last 2 years in Dallas (age 28-29): -0.6 (177th in the league)

First 2 years in Phoenix: (age 30-31): 6.1 (3rd in the league)

Last 2 years in Phoenix (age 36-37): 4.0 (15th in the league)

2 years in Los Angeles (age 38-39): -1.5 (357th in the league)

I don’t see how that doesn’t give you any pause. If his RAPM was negative immediately surrounding these Phoenix years where he’s always top 20, AND the box numbers and hybrid systems all suggest he’s not as good as the impact stats would suggest, I don’t see how you can just take them as gospel.


What about things like Phx adding 33 wins in year 1? All the top 1-2 offenses? All the 60+ win seasons? There's a lot more that has to be thrown out the window to think of Nash as less than what he's being made out to be than just rapm variance between Phx and Dallas. There's an awful lot of stuff which points to him having very strong impact on a bb court. Not to even mention the 50/40/90 and 5x leading the league in apg part of it.


Are you using the term “RAPM variance” to suggest that it’s just a random fluke that Nash was top 30 in RAPM every year from age 30-37 in Phoenix without another top playmaker but never from age 24-29 in Dallas playing next to a championship level talent?

You bring up the 50/40/90 like the box stats support Nash’s case, but they actually don’t. He only has one season in his career where he was top 10 in the league in BPM, 2007 when he finished 7th. I’m not saying Nash wasn’t a very good impactful player. I just don’t see how we’re putting him ahead of deserved MVPs and POYs.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#203 » by Doctor MJ » Tue Oct 21, 2025 1:15 am

iggymcfrack wrote:
Doctor MJ wrote:
iggymcfrack wrote:
I think when we’ve seen Nash in different systems and he’s SOOOOO much more impactful in one specific system that was tailored to him with an ahead of his time coach and a roster where he’s the only real playmaker than he was in other system, it makes sense to be a little skeptical. I think his poor defense and need to dominate the ball to show impact make it hard for him to scale up next to other elite talent. His actual value has to be somewhere between what he showed in Phoenix and what she showed in Dallas and LA.

Do you really think it’s just a super weird aging curve that made him elite from age 30-37 in Phoenix and not show any comparable impact before or after? We’ve seen Harden perform in a variety of roles and systems and be very effective. Nash probably has the biggest difference in performance I’ve seen for how a player did in one system vs. how he did in any other system, and he also has some of the biggest difference between his peak impact stats and his box stats. If there’s any player in NBA history where the context would make me question his peak impact stats, it’s Nash.


Hmm. So I get where you're coming from, but I'd disagree fundamentally.

If a coach goes and makes Shaq a 3-point shooter, he's going to drastically decrease Shaq's impact. Should we then try to judge Shaq's "value" as halfway between him being used like a dominant interior big and him being used like something he's awful at? I don't think anyone would say "Yes". The most pushback I could imagine is someone saying "That's not realistic because no coach is that dumb.", but this rebuttal falls apart when you chew on it. If we're judging players based on their talent being so obvious even an idiot coach won't misuse it, then we're literally punishing smart players for being smart. Why would we do that?

Re: think just a super weird aging curve that made Nash elite from 30-37? No I don't. I think it was coaches & GMs not being smart enough to do their job optimally. Not saying I would have done better, just saying, given what Nash proved himself capable of doing, he very clearly should have been seen as a big time prospect... but he wasn't.

RE: system. Such a problematic word because people are using it like it's some intricate super-plan that the players follow, but that's not what happened in Phoenix. As I've said before, what D'Antoni did with Nash is essentially just let him make all the decisions on the floor. He deserves credit for this, but it's not the same thing as if Nash were a puppet doing what he was told.

Re "if there's any player in history where context makes me question peak impact it's Nash". I mean I'd just say: You're not really thinking about context when you're factoring in a year of Nash in Dallas and pointing at what RAPM says. You're instead saying that if a player's value was dependent on context, then it wasn't really HIS value. You're trying to use a zero-sum method of value allocation wherein the possibility of a player not being able to give value in all contexts damns him... but you're not following through with this logic to all other players because there's not a stat like RAPM that let's you see it the same way, even though it really could be done with absolutely any player.

A player's value is dependent on how he's used. Take the world's best basketball decision maker - arguably Nash - and don't let him make as many decisions, and he won't be as valuable. Take the world's best 3-point shooter (obvs Steph) and don't let him shoot 3's, he won't be as valuable. Take the biggest, baddest mofo in the history of the NBA (arguably Shaq) and make him do anything on the perimeter, and he won't be as valuable.

And by that same token: Take the world's best drummer and make him sing, he won't be as good. Take the world's best chef and make him work short-order, he won't be as good. Take the world's best anything and make them do anything else, they won't be as good. We all know this and don't try to judge Einstein the theoretical physicist by how he'd do at experimental physics, writing calligraphy, or ballroom dancing, we judge him by what he could achieve if his gifts were properly made use of.

I would suggest, we shouldn't lose sight of this general norm we all follow without worry elsewhere, and if usage of a given stat is leading to do that, then we need to step back and ask ourselves why we don't see our approach as problematic.


I don’t think his impact was weaker in Dallas because he was used wrong. Don Nelson wasn’t exactly a fuddy duddy who didn’t want to let an offensive maestro cook. If anything I’d say the team’s ORtg was evidence that he was used pretty optimally.

I think it’s as simple as that Nash has some serious weaknesses especially defensively that make it hard for him to have elite impact unless the offense is completely and utterly dependent on him. I don’t think he scales well next to other top talents which makes it pretty hard to win a ring with him. With a Dirk-level offensive talent on his roster his strengths are muted and his weaknesses are magnified.

I’d actually compare him to Iverson even though they’re completely different player types. Both of them can show superstar impact if they have a team that perfectly fits their strengths. They’re both weak defenders who can single-handedly carry an offense that’s lacking creation, but it’s hard to win a title with them because their value is muted when they play with enough talent for their team to actually contend.

I don’t want to overstate things. Nash was a great player and I still give him tons of credit for what he did in Phoenix. I’m not saying it “doesn’t count” because he was in a good system.

I’m just saying that if only the pure impact metrics see him at this level, not the box or hybrid metrics, and if they only see it in Phoenix with nowhere even remotely close to even a similar impact shown elsewhere during what would typically be much more productive years in a players career, there’s probably some signal given out by this other data that we should pay attention to.


Hmm. So let me say up front I think it's reasonable to rate Nash lower because you don't think he scales as well as another guy, and I certainly understand the specific defensive concerns. We could talk more, but it's also a pretty understandable agree-to-disagree thing.

But I do feel compelled to push back again at this implication where we as-a-rule assume that a guy with lower production all-in-one numbers and higher impact indicators wasn't as impactful as the impact indicators indicate.

I'd really use caution in using any box score all-in-one as anything but a first-pass thing. I understand not really trusting +/- type measures and preferring to go by the box score (to say nothing of the other things you can learn with eyes and ears), but when using the box score, use it like a collection of viewpoints rather than just better or worse.

Frankly this is true of +/- as well, and perhaps in all things in some ways, but these box score all-in-ones are all based on incomplete pictures of the game, and that make them more problematic in this way.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#204 » by Doctor MJ » Tue Oct 21, 2025 1:22 am

iggymcfrack wrote:You bring up the 50/40/90 like the box stats support Nash’s case, but they actually don’t. He only has one season in his career where he was top 10 in the league in BPM, 2007 when he finished 7th. I’m not saying Nash wasn’t a very good impactful player. I just don’t see how we’re putting him ahead of deserved MVPs and POYs.


Whoa iggy -

Do you think it was Nash's goal out there to maximize his personal BPM? I assume the answer is No, but if it wasn't his goal, what exactly are you criticizing him for?

Do you think the Suns would have been better if he had prioritized optimizing his BPM instead of what he did? How?
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#205 » by Cavsfansince84 » Tue Oct 21, 2025 3:25 am

iggymcfrack wrote:
Are you using the term “RAPM variance” to suggest that it’s just a random fluke that Nash was top 30 in RAPM every year from age 30-37 in Phoenix without another top playmaker but never from age 24-29 in Dallas playing next to a championship level talent?

You bring up the 50/40/90 like the box stats support Nash’s case, but they actually don’t. He only has one season in his career where he was top 10 in the league in BPM, 2007 when he finished 7th. I’m not saying Nash wasn’t a very good impactful player. I just don’t see how we’re putting him ahead of deserved MVPs and POYs.


I think your methodology is too wrapped up in the idea of mathematical goodness tbh. Even if you want to ding Nash for his Dallas years, I tried to explain how his level of fitness directly affected his level of play in Phx and ability to go at full speed for 35mpg in a way he couldn't in Dallas even if Don Nelson had given him the same level of leeway which he got in Phx. It feels like I am in a timeloop back to the year 2008 where people were arguing that Kobe was robbed of mvps by Nash based on per.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#206 » by Djoker » Tue Oct 21, 2025 4:44 am

Owly wrote:
Djoker wrote:
ReggiesKnicks wrote:
I'll voice my opinion since I took struggle with this.

A post-season run is such a a small sample size, facing 1-4 incredible variation in variables with different opponents (personell and coaching) results in statistically speaking, nothing any scientist or data analyst would ever consider as a signal if doing a real life study.

This is why I try to cite multi-year studies when supporting my analytical assessment of a player in a given year as it provides context.

I don't fault anyone for honing in on a small sample like a single year, but when that single year is a clear statistical outlier, it does bring in some confidence interval questions and doubts regarding the statistical anomaly.

In support of what DJoker is saying, AD has proven twice now, in different post-season samples (albeit insignificant in size) that AD does possess this ability to have high-variance in his shooting spreads, which is valuable to his overall profile.


Good post but sometimes multiyear studies may not be applicable. There are two factors in Davis' case.

1) AD is a significant playoff riser and it's possible, dare I say probable, that his large sample RS data underrates him.

2) There just isn't that much playoff data for peak AD. We have 2020. The only PS in surrounding years is 2021 but he was injured in that one. Both 2019 and 2022 his team missed the PS. Then we have 2018 (9 games) and 2023 (16 games) but both of those may not be what one would consider his peak. He was arguably a different player in both of those years than in 2020. In the PS, we are often kind of forced to resort to small samples for players. The man only played in 60 playoff games over 10 years.

Isn't point 1 putting the cart before the horse.

If we presuppose he "is" a playoff riser isn't that pre-determination, already answering the luck question that's being asked.

Unless by that phrase what is meant is ... "he is a player whose box-aggregates (or whatever measure) for the playoffs are above what would be expected based on the regular season."

And then as I've recently noted ... whilst I'm not a tilt-heavily playoffs guy - if one is and one particularly values long playoff runs ... isn't Davis's very small external (i.e. non-'20) sample a significant negative in and of itself? I don't know because that's not really my angle but I think I can see an internally consistent logic there.


Well that's why I said it's probable he's a playoff riser... because his box score improves in the PS. It's not that I'm putting the cart before the horse. It's that I may be putting the horse in front of a saloon, not a cart. :D Because it is possible that a player whose box score profile improves in the PS doesn't necessarily see an increase in impact. But then how would we assess that? We actually lack reliable impact metrics in the PS. The only reliable statistical signal we can really go off of is box scores.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#207 » by f4p » Tue Oct 21, 2025 4:56 am

It also seems weird to rank Nash over harden because harden has scalability issues. Nash paired up with dirk and seemingly not only didn't scale, but had anti-impact, much less low impact. Like the impact numbers are so bad that we can't even look at the numbers to evaluate Nash because it's somehow unfair. Unfair he only has Don Nelson as a coach with dirk nowitzki as a center.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#208 » by Joao Saraiva » Tue Oct 21, 2025 7:29 am

Vote 1:
Dwight Howard 2011

For me he should have been the MVP. One of the best defenders in the modern era, took a team that was much weaker than the other contenders very far and made em the best defensive unit in the league.

11 Howard was a defensive monster and a very good offensive player: as a roll player he was super efficient, he crashed offensive boards hard, great finisher at the rim. Could create, tough it was not ideal, and drew a ton of fouls.



Vote 2:
Steve Nash 2006

One of the best playmakers ever to play the game, ultra efficient shooter and quite honestly he maybe should have shot a lot more. The transformation of the Suns when he got in was stunning and Nash proved value way beyond his stat line. Turned them into the best offense in the league, and with almost the same roster the had before he made everyone a lot better.

Wish Nash got a ring, honestly I feel he's evaluated often as Dirk would be without 11 and it sounds unfair.

Just don't put him further up the list cause Steve was not a good defender, but I think he had the most offensive impact of everyone available.

Vote 3:
AD 2020

High impact on both ends. This is the year cause he was available, cause he shot the lights out in the playoffs and eventually had a long run and won the ring.

Vote 4:
Allen Iverson 2001

While I'm not usually very high on Iverson career wise I'll give it to him this spot. He was a high reward/risk type of player, but in 2001 we just saw the version with a lot more high reward that culminated with a run to the finals. In the way we had several of the best post season performances we've seen in the time frame of the proejct, and Idk how many could actually replicate his scoring during that run. Just to name a few:

G3 vs Ind 45 points 9 ast - 35.7 GmSC

G2 vs Tor 54 points on 62.8 ts% along with 5 rebs and 4 ast - 35.6 GmSC

G5 vs Tor 52 points on 65.6 ts% with 7 ast 4 stls - 45.3 GmSC

G7 vs Bucks 46 points on 58.1 ts%

We usually take a hit on AI for not being efficient. Well during this run I think he was actually pretty good with his scoring overall considering cast, type of play in 00s and his own cast.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#209 » by iggymcfrack » Tue Oct 21, 2025 9:33 am

Doctor MJ wrote:
iggymcfrack wrote:
Doctor MJ wrote:
Hmm. So I get where you're coming from, but I'd disagree fundamentally.

If a coach goes and makes Shaq a 3-point shooter, he's going to drastically decrease Shaq's impact. Should we then try to judge Shaq's "value" as halfway between him being used like a dominant interior big and him being used like something he's awful at? I don't think anyone would say "Yes". The most pushback I could imagine is someone saying "That's not realistic because no coach is that dumb.", but this rebuttal falls apart when you chew on it. If we're judging players based on their talent being so obvious even an idiot coach won't misuse it, then we're literally punishing smart players for being smart. Why would we do that?

Re: think just a super weird aging curve that made Nash elite from 30-37? No I don't. I think it was coaches & GMs not being smart enough to do their job optimally. Not saying I would have done better, just saying, given what Nash proved himself capable of doing, he very clearly should have been seen as a big time prospect... but he wasn't.

RE: system. Such a problematic word because people are using it like it's some intricate super-plan that the players follow, but that's not what happened in Phoenix. As I've said before, what D'Antoni did with Nash is essentially just let him make all the decisions on the floor. He deserves credit for this, but it's not the same thing as if Nash were a puppet doing what he was told.

Re "if there's any player in history where context makes me question peak impact it's Nash". I mean I'd just say: You're not really thinking about context when you're factoring in a year of Nash in Dallas and pointing at what RAPM says. You're instead saying that if a player's value was dependent on context, then it wasn't really HIS value. You're trying to use a zero-sum method of value allocation wherein the possibility of a player not being able to give value in all contexts damns him... but you're not following through with this logic to all other players because there's not a stat like RAPM that let's you see it the same way, even though it really could be done with absolutely any player.

A player's value is dependent on how he's used. Take the world's best basketball decision maker - arguably Nash - and don't let him make as many decisions, and he won't be as valuable. Take the world's best 3-point shooter (obvs Steph) and don't let him shoot 3's, he won't be as valuable. Take the biggest, baddest mofo in the history of the NBA (arguably Shaq) and make him do anything on the perimeter, and he won't be as valuable.

And by that same token: Take the world's best drummer and make him sing, he won't be as good. Take the world's best chef and make him work short-order, he won't be as good. Take the world's best anything and make them do anything else, they won't be as good. We all know this and don't try to judge Einstein the theoretical physicist by how he'd do at experimental physics, writing calligraphy, or ballroom dancing, we judge him by what he could achieve if his gifts were properly made use of.

I would suggest, we shouldn't lose sight of this general norm we all follow without worry elsewhere, and if usage of a given stat is leading to do that, then we need to step back and ask ourselves why we don't see our approach as problematic.


I don’t think his impact was weaker in Dallas because he was used wrong. Don Nelson wasn’t exactly a fuddy duddy who didn’t want to let an offensive maestro cook. If anything I’d say the team’s ORtg was evidence that he was used pretty optimally.

I think it’s as simple as that Nash has some serious weaknesses especially defensively that make it hard for him to have elite impact unless the offense is completely and utterly dependent on him. I don’t think he scales well next to other top talents which makes it pretty hard to win a ring with him. With a Dirk-level offensive talent on his roster his strengths are muted and his weaknesses are magnified.

I’d actually compare him to Iverson even though they’re completely different player types. Both of them can show superstar impact if they have a team that perfectly fits their strengths. They’re both weak defenders who can single-handedly carry an offense that’s lacking creation, but it’s hard to win a title with them because their value is muted when they play with enough talent for their team to actually contend.

I don’t want to overstate things. Nash was a great player and I still give him tons of credit for what he did in Phoenix. I’m not saying it “doesn’t count” because he was in a good system.

I’m just saying that if only the pure impact metrics see him at this level, not the box or hybrid metrics, and if they only see it in Phoenix with nowhere even remotely close to even a similar impact shown elsewhere during what would typically be much more productive years in a players career, there’s probably some signal given out by this other data that we should pay attention to.


Hmm. So let me say up front I think it's reasonable to rate Nash lower because you don't think he scales as well as another guy, and I certainly understand the specific defensive concerns. We could talk more, but it's also a pretty understandable agree-to-disagree thing.

But I do feel compelled to push back again at this implication where we as-a-rule assume that a guy with lower production all-in-one numbers and higher impact indicators wasn't as impactful as the impact indicators indicate.

I'd really use caution in using any box score all-in-one as anything but a first-pass thing. I understand not really trusting +/- type measures and preferring to go by the box score (to say nothing of the other things you can learn with eyes and ears), but when using the box score, use it like a collection of viewpoints rather than just better or worse.

Frankly this is true of +/- as well, and perhaps in all things in some ways, but these box score all-in-ones are all based on incomplete pictures of the game, and that make them more problematic in this way.


Hey, I'm a huge impact guy! I put 2004 KG #3 in this project because of his impact stats and it's one of the decisions I've made that I've questioned the most because I feel like I may have undervalued him relative to Jokic who I have as #2 with the best box stats of all-time. On my career list I have Chris Paul as the 12th best player in the history of the NBA. I have Manu as the 13th best peak this century and Draymond as the 14th best peak on the basis of their impact stats ahead of Kobe and KD. In fact, one of the things that made me really evaluate my stance on Nash deeper is that someone accused me of being an impact stat bot who didn't pay any attention to context and just always picked the guy with better impact stats no matter what.

Nash is the ONE GUY in this entire project where I feel like the impact stats don't tell a representative story about his career. If it was just that the box stats didn't agree with the impact stats, I'd go with the impact stats 100%. It's not that though! It's that the impact stats right before and right after he went to Phoenix had him as a negative player. Below average for the entire league. AND the box stats said he was nowhere near as good as he was represented in this one perfect situation set to maximize his on and off court value. So in this one situation, I'm only weighting the impact stats 80% and saying maybe the other information has to be seriously taken into account.

Like in probably 95% of situations I would totally trust the impact stats and think they were the ultimate judge, but in this ONE PARTICULAR case, every bit of context, every bit of additional information I can glean says that this was a fluke. That it wouldn't have been replicable on 29/30 teams in the NBA. And in this one particular case, I think Nash's impact is overrated. I think of all the players I've ever judged, Nash is the one player who has the impact stats of a top 15 peak this century where I think he's actually only like a top 20 peak this century. I think that's fair.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#210 » by iggymcfrack » Tue Oct 21, 2025 9:38 am

Doctor MJ wrote:
iggymcfrack wrote:You bring up the 50/40/90 like the box stats support Nash’s case, but they actually don’t. He only has one season in his career where he was top 10 in the league in BPM, 2007 when he finished 7th. I’m not saying Nash wasn’t a very good impactful player. I just don’t see how we’re putting him ahead of deserved MVPs and POYs.


Whoa iggy -

Do you think it was Nash's goal out there to maximize his personal BPM? I assume the answer is No, but if it wasn't his goal, what exactly are you criticizing him for?

Do you think the Suns would have been better if he had prioritized optimizing his BPM instead of what he did? How?


No, of course I don't think he was trying to maximize a particular stat that was incredibly obscure at the time if it was even invented which I'm pretty sure it wasn't. I'm saying that if the impact stats in Phoenix said he had a top 15 peak this century, and the impact stats outside of Phoenix said he was pretty much an average starter, and every all-in-one measure with a box score component said he was never a top 5 player for any individual season, maybe his peak wasn't actually QUITE as good as all-time seasons from Westbrook and Harden once you account for context.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#211 » by iggymcfrack » Tue Oct 21, 2025 9:39 am

Cavsfansince84 wrote:
iggymcfrack wrote:
Are you using the term “RAPM variance” to suggest that it’s just a random fluke that Nash was top 30 in RAPM every year from age 30-37 in Phoenix without another top playmaker but never from age 24-29 in Dallas playing next to a championship level talent?

You bring up the 50/40/90 like the box stats support Nash’s case, but they actually don’t. He only has one season in his career where he was top 10 in the league in BPM, 2007 when he finished 7th. I’m not saying Nash wasn’t a very good impactful player. I just don’t see how we’re putting him ahead of deserved MVPs and POYs.


I think your methodology is too wrapped up in the idea of mathematical goodness tbh. Even if you want to ding Nash for his Dallas years, I tried to explain how his level of fitness directly affected his level of play in Phx and ability to go at full speed for 35mpg in a way he couldn't in Dallas even if Don Nelson had given him the same level of leeway which he got in Phx. It feels like I am in a timeloop back to the year 2008 where people were arguing that Kobe was robbed of mvps by Nash based on per.


I never believe anything about player fitness. It's usually bull. The Mavericks were my favorite team the whole time Nash was in Dallas and he was in amazing shape the whole time I watched him.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#212 » by eminence » Tue Oct 21, 2025 11:25 am

iggymcfrack wrote:
Doctor MJ wrote:
iggymcfrack wrote:You bring up the 50/40/90 like the box stats support Nash’s case, but they actually don’t. He only has one season in his career where he was top 10 in the league in BPM, 2007 when he finished 7th. I’m not saying Nash wasn’t a very good impactful player. I just don’t see how we’re putting him ahead of deserved MVPs and POYs.


Whoa iggy -

Do you think it was Nash's goal out there to maximize his personal BPM? I assume the answer is No, but if it wasn't his goal, what exactly are you criticizing him for?

Do you think the Suns would have been better if he had prioritized optimizing his BPM instead of what he did? How?


No, of course I don't think he was trying to maximize a particular stat that was incredibly obscure at the time if it was even invented which I'm pretty sure it wasn't. I'm saying that if the impact stats in Phoenix said he had a top 15 peak this century, and the impact stats outside of Phoenix said he was pretty much an average starter, and every all-in-one measure with a box score component said he was never a top 5 player for any individual season, maybe his peak wasn't actually QUITE as good as all-time seasons from Westbrook and Harden once you account for context.


RAPTOR(4th)/DARKO(5th) both have Nash peaking top 5 if it helps.

Seems like you're indexing heavily on '04 impact measures in particular. Average starter seems incredibly harsh on Dallas Nash - he made the 3rd team twice, with clearly positive impact metrics (+2ish on big minutes) and box measures. Nash looks like a perfectly reasonable Allstar selection a few years in Dallas. I'd probably take a season or two of Dallas Nash over any version of post-Houston Harden. Certainly over any non-OKC Westbrook. OKC-Harden is an interesting discussion, probably lean Harden, but the bench to starter comps are inherently tricky. Nash looked plenty fine in impact metrics in his own bench days for whatever it's worth (not as good as Harden in OKC).

Heck, I might even say the box-score stats liked him in Dallas (relative to impact) - 8th in WS in '03, 13th in VORP. DARKO had him 35th (no minutes weighting, he'd move into the 20s for 'value'), RAPTOR 28th (also no minutes).
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#213 » by iggymcfrack » Tue Oct 21, 2025 11:38 am

eminence wrote:
iggymcfrack wrote:
Doctor MJ wrote:
Whoa iggy -

Do you think it was Nash's goal out there to maximize his personal BPM? I assume the answer is No, but if it wasn't his goal, what exactly are you criticizing him for?

Do you think the Suns would have been better if he had prioritized optimizing his BPM instead of what he did? How?


No, of course I don't think he was trying to maximize a particular stat that was incredibly obscure at the time if it was even invented which I'm pretty sure it wasn't. I'm saying that if the impact stats in Phoenix said he had a top 15 peak this century, and the impact stats outside of Phoenix said he was pretty much an average starter, and every all-in-one measure with a box score component said he was never a top 5 player for any individual season, maybe his peak wasn't actually QUITE as good as all-time seasons from Westbrook and Harden once you account for context.


RAPTOR(4th)/DARKO(5th) both have Nash peaking top 5 if it helps.

Seems like you're indexing heavily on '04 impact measures in particular. Average starter seems incredibly harsh on Dallas Nash - he made the 3rd team twice, with clearly positive impact metrics (+2ish on big minutes) and box measures. Nash looks like a perfectly reasonable Allstar selection a few years in Dallas. I'd probably take a season or two of Dallas Nash over any version of post-Houston Harden. Certainly over any non-OKC Westbrook. OKC-Harden is an interesting discussion, probably lean Harden, but the bench to starter comps are inherently tricky. Nash looked plenty fine in impact metrics in his own bench days for whatever it's worth (not as good as Harden in OKC).

Heck, I might even say the box-score stats liked him in Dallas (relative to impact) - 8th in WS in '03, 13th in VORP. DARKO had him 35th (no minutes weighting, he'd move into the 20s for 'value'), RAPTOR 28th (also no minutes).


My point isn’t that the impact stats were right on Nash in Dallas. He was a delight to watch with Dirk and Finley and I think he deserved his all-star appearance. I’m just saying that if the impact stats valued him so low in Dallas in a sub-optimal situation, maybe we don’t have to treat them as exactly 100% gospel when they rate him better than every other measure in a perfect situation. Maybe we can split the difference still above the box numbers, but only 85% of the way to where the impact numbers would end up in Phoenix.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#214 » by -Luke- » Tue Oct 21, 2025 11:46 am

Sorry for missing the last vote. I had a lot to do at first, and when I had time, I didn't think about making a post anymore. My first two votes were CP3 and KD though, so it wouldn't have changed anything.

15. James Harden 2019 (2018)

I first had Nash in this spot, but looking into it, I came away more impressed with Harden than ever before. 2018 and 2019 are pretty close in my mind. Although the Rockets were close to reaching the finals and possibly winning the title in 2018, I consider the two series in 2019 to be a stronger performance than the three series in 2018 (a bit more efficient, fewer stinkers, even considering the fewer total games). Combined with the similar regular season, that was the tie-breaker.

I don't like the player type much and I don't like Harden in particular. But the man was a pretty efficient one-man offense during that time and had big impact. His defense wasn't a joke as in some other years. His strength and quick hands could turn him into a positive defender at times, although not consistently.

16. Steve Nash 2007 (2005, 2006)

A close 2nd here, only a tiny margin behind Harden. Best offensive player in the league during his prime years with all-time passing and shooting efficiency. 2005 to 2007 are all great seasons to pick, but I'm most impressed with the one season out of those three where he doesn't win MVP. +13.6 rORTG, +8.6 rTS%, decent scoring with elite passing.

Could provide some defensive value due to taking charges, although still a below-average defender. Not bad enough to drop him lower.

17. Anthony Davis 2020

I acknowledge AD's pretty mediocre impact stats and efficiency outlier, both of which are talked about in this thread. I do not care much about the outlier, since it's one-year peak and it happened in this specific year. I have AD over an impact monster like Manu (who will likely be next on my list) due to DPOY level defense in addition to a great scoring run in the playoffs.

18. Luka Doncic 2024

I had Luka ahead of AD at one point, but dropped him one spot. Very consistent playoff run, both within a series and if you compare different series.

Note: Besides Manu, I strongly considered T-Mac for this thread and he might be on my ballott next time.

Note 2: I didn't calculate anything, but from skimming over the votes, this could be a close result. Lots of different ballots.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#215 » by eminence » Tue Oct 21, 2025 12:02 pm

iggymcfrack wrote:
eminence wrote:
iggymcfrack wrote:
No, of course I don't think he was trying to maximize a particular stat that was incredibly obscure at the time if it was even invented which I'm pretty sure it wasn't. I'm saying that if the impact stats in Phoenix said he had a top 15 peak this century, and the impact stats outside of Phoenix said he was pretty much an average starter, and every all-in-one measure with a box score component said he was never a top 5 player for any individual season, maybe his peak wasn't actually QUITE as good as all-time seasons from Westbrook and Harden once you account for context.


RAPTOR(4th)/DARKO(5th) both have Nash peaking top 5 if it helps.

Seems like you're indexing heavily on '04 impact measures in particular. Average starter seems incredibly harsh on Dallas Nash - he made the 3rd team twice, with clearly positive impact metrics (+2ish on big minutes) and box measures. Nash looks like a perfectly reasonable Allstar selection a few years in Dallas. I'd probably take a season or two of Dallas Nash over any version of post-Houston Harden. Certainly over any non-OKC Westbrook. OKC-Harden is an interesting discussion, probably lean Harden, but the bench to starter comps are inherently tricky. Nash looked plenty fine in impact metrics in his own bench days for whatever it's worth (not as good as Harden in OKC).

Heck, I might even say the box-score stats liked him in Dallas (relative to impact) - 8th in WS in '03, 13th in VORP. DARKO had him 35th (no minutes weighting, he'd move into the 20s for 'value'), RAPTOR 28th (also no minutes).


My point isn’t that the impact stats were right on Nash in Dallas. He was a delight to watch with Dirk and Finley and I think he deserved his all-star appearance. I’m just saying that if the impact stats valued him so low in Dallas in a sub-optimal situation, maybe we don’t have to treat them as exactly 100% gospel when they rate him better than every other measure in a perfect situation. Maybe we can split the difference still above the box numbers, but only 85% of the way to where the impact numbers would end up in Phoenix.


Allstar level impact stats/All-NBA boxscore stats in his 9th-10th best seasons 'valued him so low'? By what standard - LeBron?
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#216 » by TrueLAfan » Tue Oct 21, 2025 1:03 pm

#15 Manu Ginobili 2005. Wrote him up twice earlier.

#16 Steve Nash 2005. FWIW, discussing Nash in Dallas vs. Nash in Phoenix is more about portability for me, and that looks great for/reflects well on Nash.

#17 Harden 2018. Another case of “too much there there.” Yes, he did not play well in games 6 or 7 … against one of the great(er) teams of all time. But the Warriors did focus on him after CP3 went down. That’s not a 100% excuse, but—if you’vew forgotten—look at the rest of that Rockets teams with Paul. It’s Eric Gordon, Trevor Ariza, Clint Capela and P.J. Tucker, with Gerald Green coming off the bench. My God. Yes those guys were largely in or near their peak – but, come on. Durant supported by Curry, Klay, Draymond, Looney/Javale, Shaun Livingston, Iggy (who was sometimes available) … that team is an embarrassment of riches. While I value postseason play, I can’t discount that the CP3-less Rockets were completely overwhelmed talent wise. They focused on Harden because they could. And in the RS—he (really) passes the eye test and does well, and often extraordinarily well, in most advanced metrics.

#18 Luka 2024. Pretty much the same as Harden, albeit at a subjectively slightly lower level. Final 2 games aren’t much different than Harden’s final two against the Warriors, and his team was better. Still—enormous gravity. I think Luka’s a bit worse than Harden on D—that’s where I drop him a little below. Hard to tell. Both have quick hands, both suffer from a lack of effort (kind of understandable). Both still have huge impact across eye test and metrics. It’s a coin flip between these two, but the final flip goes to Harden. Luka was still great in 2024. Let’s just not talk about that trade. Let’s not.

I find the comments about Dwight fascinating. I think he was incredibly difficult to stop—I compare him to a great pitcher that only has one or (maybe) two good pitches. You know what’s coming. You know what the player is good at. Doesn’t matter. Dwight had limitations as player, especially on offense. But it was hard to stop him from getting his 20-14-2.5 … and those numbers have impact. But the impact is more individual than team/overall, and that’s shown by the xRAPM and (especially) in the playoff on/off. Dwight was successful, had impact, and at the same time was not a big floor lifter. He’s the anti-Manu, who made everything and everyone better, no matter what the lineup. Dwight had teams constructed to limit his weaknesses, and when those got exposed, he couldn’t do anything about it nor could his team. Just my .02 there.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#217 » by ReggiesKnicks » Tue Oct 21, 2025 1:59 pm

Joao Saraiva wrote:Vote 1:
Dwight Howard 2011

For me he should have been the MVP. One of the best defenders in the modern era, took a team that was much weaker than the other contenders very far and made em the best defensive unit in the league.


Which supporting cast did Dwight Howard carry far where other contenders with better casts didn't go as far?
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#218 » by eminence » Tue Oct 21, 2025 2:05 pm

ReggiesKnicks wrote:
Joao Saraiva wrote:Vote 1:
Dwight Howard 2011

For me he should have been the MVP. One of the best defenders in the modern era, took a team that was much weaker than the other contenders very far and made em the best defensive unit in the league.


Which supporting cast did Dwight Howard carry far where other contenders with better casts didn't go as far?


Yeah, weird praise for '11 Dwight in particular. '09/'10 I could understand if one were low on his cast. But the '11 Magic lost in the first round to a pretty mediocre Hawks squad.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#219 » by Doctor MJ » Tue Oct 21, 2025 3:16 pm

iggymcfrack wrote:
Doctor MJ wrote:
iggymcfrack wrote:You bring up the 50/40/90 like the box stats support Nash’s case, but they actually don’t. He only has one season in his career where he was top 10 in the league in BPM, 2007 when he finished 7th. I’m not saying Nash wasn’t a very good impactful player. I just don’t see how we’re putting him ahead of deserved MVPs and POYs.


Whoa iggy -

Do you think it was Nash's goal out there to maximize his personal BPM? I assume the answer is No, but if it wasn't his goal, what exactly are you criticizing him for?

Do you think the Suns would have been better if he had prioritized optimizing his BPM instead of what he did? How?


No, of course I don't think he was trying to maximize a particular stat that was incredibly obscure at the time if it was even invented which I'm pretty sure it wasn't. I'm saying that if the impact stats in Phoenix said he had a top 15 peak this century, and the impact stats outside of Phoenix said he was pretty much an average starter, and every all-in-one measure with a box score component said he was never a top 5 player for any individual season, maybe his peak wasn't actually QUITE as good as all-time seasons from Westbrook and Harden once you account for context.


I'm going to direct this back to the second question because I think it's really important:

The implication of knocking a guy for not placing higher with a stat like BPM is that he was doing something wrong, and thus cries out for us to ask what that is.

For contrast here:

If you were knocking a player because he had too low of a PPG the implication is that he should have shot & scored more.
If you were knocking a player because he had too many turnovers is that he should have turned it over less.
If you were knocking a player because his RAPM was too low, the implication is that he should have been more impactful at helping his team do better on the scoreboard.

But when you do this with a box score all-in-one, it's unclear what exactly the criticism is, only a vague faith that if the player were better, he'd look better in this stat because...

Now to be clear, we can look at, say, a Nash vs Paul comparison and say that if Nash had less turnovers he'd have had all-in-one's more like Paul. But of course Nash could have had the same improvement in all-in-one simply by increasing scoring or rebounding or whatever sufficiently.

I would say that the traditional Hollinger-style analysis would thus respond by saying "Yeah, any of that. Anything more of the good and less of the bad would suffice."

But the hitch with this thinking is that it would alter Nash's process. Whatever's Nash's instincts were in any given moment, they'd need to be changed to favor his own personal box score. Call his own number more, insist that that his teammates let him get the defensive boards, gamble for steals, not try for risky passes because turnovers tend to be so heavily punished in all-in-ones.

And so I'm asking you: If you had the chance to talk to Nash in 2004-05 and tell him what was wrong with his instincts, what would you say?

Because if you can't actually point to anything in his habits that was holding him and his team back, then I would suggest you don't any basis for saying he should have had a higher BPM/PER/whatever, or that he should be judged inferior to those with higher such metrics.

And big picture: This is the problem with using box score all-in-ones as a final step in our analysis. They abstract away the actual basketball decision making into a single number that implies "better or worse", while lacking the validity to justify being used in that way.
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Re: Top 25 peaks of the 2001-25: #15-#16 Spots 

Post#220 » by Doctor MJ » Tue Oct 21, 2025 3:23 pm

eminence wrote:
ReggiesKnicks wrote:
Joao Saraiva wrote:Vote 1:
Dwight Howard 2011

For me he should have been the MVP. One of the best defenders in the modern era, took a team that was much weaker than the other contenders very far and made em the best defensive unit in the league.


Which supporting cast did Dwight Howard carry far where other contenders with better casts didn't go as far?


Yeah, weird praise for '11 Dwight in particular. '09/'10 I could understand if one were low on his cast. But the '11 Magic lost in the first round to a pretty mediocre Hawks squad.


I think we also have to note that the Magic made the moves that they did in '10-11 to make themselves more dependent on Howard as part of a hopeless campaign to keep him happy. By doing things like trading away Gortat, they made Howard more impactful in the sense that there was no quality back up, but it resulted in the team being worse generally and less resilient in the playoffs.

Dwight was my MVP choice that year to be clear, but I've always seen it as a problematic thing. If we make a player more impactful by making the team worse, should we be celebrating that impact?
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