Top 25 peaks of the 2001-25: #3-#4 Spots

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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#161 » by Djoker » Thu Sep 4, 2025 3:39 am

Cavsfansince84 wrote:The thing when comparing Kobe with Shaq is I think there's a general perception that he benefited from playing with Shaq more than vice versa when on the court together. You also can't just bring up two series in the playoffs where you argue Kobe played better(I would say he only outplayed him in the Spurs series) and make that the entire basis of who was better over the whole season. These arguments I see for Kobe just tend to be all over the place tbh which is part of the problem. Are you arguing for 01 as Kobe's peak or are you just throwing his two playoff series out there for the hell of it since 01 Shaq is getting a lot of votes? I would say make a cohesive argument for Kobe based in one particular time frame and also compare him to other players rather than just give stats for Kobe if you think he should be getting votes over them.


I'm not sure I understand. I myself voted Shaq > Kobe so I'm not arguing Kobe over Shaq. Although looking at the entire stretch 2001-2004, I do think they are very close. Either way I'm just pointing out some facts that make Kobe an elite peak in this project because his case gets thrown by the wayside a ton on this forum.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#162 » by One_and_Done » Thu Sep 4, 2025 4:04 am

Kobe looked great in the 01 WCF because the Spurs had the worst perimeter rotation I have ever seen that deep in the modern era of the playoffs.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#163 » by Cavsfansince84 » Thu Sep 4, 2025 4:17 am

Djoker wrote:
I'm not sure I understand. I myself voted Shaq > Kobe so I'm not arguing Kobe over Shaq. Although looking at the entire stretch 2001-2004, I do think they are very close. Either way I'm just pointing out some facts that make Kobe an elite peak in this project because his case gets thrown by the wayside a ton on this forum.


All I'm saying is that if you want to make a case for Kobe make it more coherent in terms of timeframe and also by comparing him in some way to guys who are likely to be on ballots in the coming week(s). Just sort of saying he was better than Shaq in two of the playoff series in 01 is easily debatable and kind of irrelevant imo because how many people put forth 01 as his peak anyhow? Does Kobe have a case to make ballots soon? Sure, I'd say he does but idk if playoff ORtg by itself is really going to make me consider putting him over Shai over a large span of years. I'd like to see an argument that actually has to do with a peak year for him more than anything else.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#164 » by One_and_Done » Thu Sep 4, 2025 4:24 am

Obviously any player who leads an underwhelming support cast to 45 wins, and a 109 Ortg/top 10 offense, while he puts up over 30ppg on over 65 TS%, is a player with a top 20 peak... except that player is 1984 Adrian Dantley, and no Adrian Dantley didn't even have a top 30 peak. The thing is, peak Dantley actually looks better than Kobe on paper, which is why people need to stop hyping Kobe for his counting stats.

Kobe was not a floor raiser. His record in games without Shaq from 00-07 is 135-137. His team only got good again when it became stacked with talent. Even in 08, which is often cited, this pattern continued. The Lakers were 22-5 with Pau, 24-11 with Bynum, and Kobe could only lead them to an 11-9 record without either. In 2010 they were 6-3 without him too. Kobe was a front runner basically.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#165 » by 70sFan » Thu Sep 4, 2025 6:34 am

One_and_Done wrote:I’m not really sure we watched the same T-Mac. Peak T-Mac was better than Kobe at literally everything. He was a better scorer,

2003 McGrady: 42.0 per100 on 56.4 TS%
2006 Kobe: 45.6 per100 on 55.6 TS%

Don't see any advantage for Tmac and unlike him, Kobe haa plenty of other seasons that can be compared to that one.

better passer,

It's one of the biggest myths of Tmac - no, despite nice assist numbers Tracy wasn't some kind of giant PG or anything like that. He was a solid reactionary passer who missed plenty of opportunities, because he preferred shooting contested midrange shots. Kobe is similar that regard, but Kobe is also significantly more fluid secondary passer than him who fits with talent better.

had point guard handles and vision,

I can give him handles, because he was indeed a great ball-handler for his size (Kobe was great too by the way), but as I said, Tmac was never close to a true PG in terms of vision. It's very evident in his later years in Houston, when he played with a lot of talent and didn't capitalize this "PG vision", which can't be explained by the lack of athleticism.

was a better rebounder,

Stats-wise it's true but it's completely irrelevant for this discussion. Peak Tracy didn't fight for rebounds and a few uncontested rebounds more certainly doesn't give him any notable advantages.n

better defender,

Are we talking about the same version of Tracy McGrady here? Tracy wasn't a good defender at all in 2003.


was bigger and stronger and more athletic.

He was bigger, I don't think he was stronger and all his athleticism didn't translate to bigger rim pressure. His size helped him making contested midrange shots the most but that's not a way to win a lot of games.

T-Mac 03 per 100: 42/9/7 on 564 TS%, despite having absolutely zero help around him.

Looks very similar to 2006 Kobe.

It’s a pity we never got to see T-Mac at his full strength play in the post 04 rule change environment, where the offense opened up. But by the time T-Mac got to Houston he had already started to decline, and his back got steadily worse, along with other injuries he picked up.

I agree, it's a shame we haven't seen healthy Tmac. Unfortunately, we have to judge what happened in real time.

I’m not sure why you’re so surprised at this take; it was a common take at the time, and it’s a common take now. Peak T-Mac was flat out better than peak Kobe. He just had garbage teams around him.

It wasn't common, but it was a discussion because Tracy peaked and 2003 and then Kobe kept improving after 2003. We're not comparing Tmac to the early 2000s versions of Kobe here.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#166 » by One_and_Done » Thu Sep 4, 2025 7:28 am

I think there are a number of misconceptions embedded in the above.

Firstly, I'm not sure it's right to say Kobe "got better"" later in his career. My narrative would be very different, and I don't think I'm alone in this analysis either. I would say Kobe was much the same, and maybe even less athletic, later in his career. In fact, his defense certainly got worse. What changed were the touch rules after 2004. Things were called differently, which led to a huge spike in offense across the NBA.

You can see that partly in the increase in TS% for the NBA, which was between 511. and 523. in the previous 6 years, then in 2005 it suddenly shot up to 529, 536, and 541 in quick succession. It's not a coincidence that Kobe's TS% increased after the rules changed. Kobe has only two years with a TS% higher than T-Mac's 2003 number and they both came after 05 (07 and 08).

In reality the mood at the time was that T-Mac was as good or better than Kobe. He beat Kobe in the MVP vote in both 01 and 02, and was only 1 spot behind him in 03. That's despite the fact that Kobe's teams in those years won 56. 58, and 50 games, while T-Mac was stuck on horrible teams who ground out 42-44 wins. T-Mac's line in 2003 absolutely killed anything Kobe had ever done, and is frankly still better than anything Kobe did per100, but he did in without the benefit of the rule changes. Then in 04 T-Mac's injuries start up, and even in year 1 in Houston he is having back issues. T-Mac keeps falling off and getting hurt, until by 08 he's pretty washed compared to his prime, which is a shame given he was just 28.

We don't need to "imagine" what healthy T-Mac looked like though, because we saw it from 01-03, with T-Mac peaking in 03. Maybe he'd have gotten even better after that of course, but we'll never know. As for the rest, I don't agree with you RE: his defence, passing, vision, etc, but that's stuff that is hard to see on a stat sheet, especially on a bad team.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#167 » by Jaivl » Thu Sep 4, 2025 7:48 am

One_and_Done wrote:He beat Kobe in the MVP vote in both 01 and 02, and was only 1 spot behind him in 03. That's despite the fact that Kobe's teams in those years won 56. 58, and 50 games, while T-Mac was stuck on horrible teams who ground out 42-44 wins.

Dame Lillard beat KD in the MVP vote in 2018 and 2019. That's despite the fact that KD's teams in those years won X and Y games, etc. Maybe there's another kinda obvious factor to consider there...?
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#168 » by 70sFan » Thu Sep 4, 2025 8:24 am

One_and_Done wrote:Firstly, I'm not sure it's right to say Kobe "got better"" later in his career. My narrative would be very different, and I don't think I'm alone in this analysis either. I would say Kobe was much the same, and maybe even less athletic, later in his career. In fact, his defense certainly got worse. What changed were the touch rules after 2004. Things were called differently, which led to a huge spike in offense across the NBA.

I am sure that rule changes turned Kobe into a better 3P, FT and midrange shooter.

Aren't you against rTS%? I guess as long as you don't like the conclusions...

Anyway, I wouldn't put any value in your Kobe takes after your Kobe description you provided a few months ago.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#169 » by One_and_Done » Thu Sep 4, 2025 9:24 am

70sFan wrote:
One_and_Done wrote:Firstly, I'm not sure it's right to say Kobe "got better"" later in his career. My narrative would be very different, and I don't think I'm alone in this analysis either. I would say Kobe was much the same, and maybe even less athletic, later in his career. In fact, his defense certainly got worse. What changed were the touch rules after 2004. Things were called differently, which led to a huge spike in offense across the NBA.

I am sure that rule changes turned Kobe into a better 3P, FT and midrange shooter.

Aren't you against rTS%? I guess as long as you don't like the conclusions...

Anyway, I wouldn't put any value in your Kobe takes after your Kobe description you provided a few months ago.

I'm against a flat adjustment to TS%, not against using context. I am very pro context being employed intelligently and with reasons.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#170 » by Joao Saraiva » Thu Sep 4, 2025 2:37 pm

ReggiesKnicks wrote:
Joao Saraiva wrote:
One_and_Done wrote:Many, many players carried their teams more than 06 Kobe.


Well I see the Garnett post. Again I can't disagree might be OK ahead of Kobe.

Other than that... who could do that? It's not just about having impact stats, I believe that such thing could only have been done by brutal offensive explosion volume wise. And no, KG is not that guy.


Why do you believe that when I showed you it happened without brutal offensive explosion?

What made Kobe's year more impressive than Westbrook?


For me besides Lamar Odom the rest of the roster was not even fit for the NBA.

Smush Parker - 34 MPG. Out of the NBA within 28 games.
Kwame Brown - 27 MPG. Not a positive on defense. Not good as the roll man. Not a good rebounder for his position.
Chris Mhim - 26 MPG. Decent defender. Really bad on offense. Too slow. He was an 11th or 12th type of player. Maybe backup C. That's it.
D. George - too old.
Brian Cook and Luke Walton were the next guys on MPG.

Taking this team to the playoffs required all the offense Kobe brought to the table. Kobe didn't have a good shot selection for his career, but in 06 it was definitely justified that he averaged what he did.

Offensive explosion? Stuff like 81 points or outscoring the Mavs after 3 quarters. That type of stuff is offensive explosion. A guy can have 25 PPG but more or less you'll expect to produce arround that. Some guys (Kobe or AI for example) were guys with that explosion.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#171 » by ReggiesKnicks » Thu Sep 4, 2025 2:58 pm

Joao Saraiva wrote:
ReggiesKnicks wrote:
Joao Saraiva wrote:
Well I see the Garnett post. Again I can't disagree might be OK ahead of Kobe.

Other than that... who could do that? It's not just about having impact stats, I believe that such thing could only have been done by brutal offensive explosion volume wise. And no, KG is not that guy.


Why do you believe that when I showed you it happened without brutal offensive explosion?

What made Kobe's year more impressive than Westbrook?


For me besides Lamar Odom the rest of the roster was not even fit for the NBA.

Smush Parker - 34 MPG. Out of the NBA within 28 games.
Kwame Brown - 27 MPG. Not a positive on defense. Not good as the roll man. Not a good rebounder for his position.
Chris Mhim - 26 MPG. Decent defender. Really bad on offense. Too slow. He was an 11th or 12th type of player. Maybe backup C. That's it.
D. George - too old.
Brian Cook and Luke Walton were the next guys on MPG.

Taking this team to the playoffs required all the offense Kobe brought to the table. Kobe didn't have a good shot selection for his career, but in 06 it was definitely justified that he averaged what he did.

Offensive explosion? Stuff like 81 points or outscoring the Mavs after 3 quarters. That type of stuff is offensive explosion. A guy can have 25 PPG but more or less you'll expect to produce arround that. Some guys (Kobe or AI for example) were guys with that explosion.


I understand what you are saying, but I provided data that showed players can have similar or greater lift to Kobe Bryant without being the offensive explosive type.

I think you are being negligent of the possibility that you can carry a bad roster without just being an explosive scorer.

Something to think about is team rating and SRS and W-L can all be tied back to how good of an offense and how good of a defense a team is. It is simple and sometimes we try to think of these archetypes which need to be present in order for a player to raise a team. A player who is providing a strong offensive lift through scoring and little defensive lift isn't necessarily lifting a team more than a player who is having a lift on both ends of the court.

A way to look at this from a simple statistical lense.

2003 Timberwolves with Garnett: +5.9
2003 Timberwolves without Garnett: -18.2

2006 Lakers with Kobe: +4.7
2006 Lakers without Kobe: -9.0

Garnett appears to be taking a worse cast and bringing them to higher-heights than Kobe did. Now, you have your own preconceived notion that the most lift is going to come from this volume scoring wing who can score 81-points against a lottery team. But the data doesn't actually fully back-up your preconceived notion.

Westbrook looks like Kobe, not Garnett, in this regard.

2017 Thunder with Westbrook: +4.0
2017 Thunder without Westbrook: -8.7

2006 LeBron resembles both Kobe and Westbrook as well.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#172 » by Owly » Thu Sep 4, 2025 3:54 pm

70sFan wrote:
One_and_Done wrote:I’m not really sure we watched the same T-Mac. Peak T-Mac was better than Kobe at literally everything. He was a better scorer,

2003 McGrady: 42.0 per100 on 56.4 TS%
2006 Kobe: 45.6 per100 on 55.6 TS%

Don't see any advantage for Tmac and unlike him, Kobe haa plenty of other seasons that can be compared to that one.

better passer,

It's one of the biggest myths of Tmac - no, despite nice assist numbers Tracy wasn't some kind of giant PG or anything like that. He was a solid reactionary passer who missed plenty of opportunities, because he preferred shooting contested midrange shots. Kobe is similar that regard, but Kobe is also significantly more fluid secondary passer than him who fits with talent better.

had point guard handles and vision,

I can give him handles, because he was indeed a great ball-handler for his size (Kobe was great too by the way), but as I said, Tmac was never close to a true PG in terms of vision. It's very evident in his later years in Houston, when he played with a lot of talent and didn't capitalize this "PG vision", which can't be explained by the lack of athleticism.

was a better rebounder,

Stats-wise it's true but it's completely irrelevant for this discussion. Peak Tracy didn't fight for rebounds and a few uncontested rebounds more certainly doesn't give him any notable advantages.n

better defender,

Are we talking about the same version of Tracy McGrady here? Tracy wasn't a good defender at all in 2003.


was bigger and stronger and more athletic.

He was bigger, I don't think he was stronger and all his athleticism didn't translate to bigger rim pressure. His size helped him making contested midrange shots the most but that's not a way to win a lot of games.

T-Mac 03 per 100: 42/9/7 on 564 TS%, despite having absolutely zero help around him.

Looks very similar to 2006 Kobe.

It’s a pity we never got to see T-Mac at his full strength play in the post 04 rule change environment, where the offense opened up. But by the time T-Mac got to Houston he had already started to decline, and his back got steadily worse, along with other injuries he picked up.

I agree, it's a shame we haven't seen healthy Tmac. Unfortunately, we have to judge what happened in real time.

I’m not sure why you’re so surprised at this take; it was a common take at the time, and it’s a common take now. Peak T-Mac was flat out better than peak Kobe. He just had garbage teams around him.

It wasn't common, but it was a discussion because Tracy peaked and 2003 and then Kobe kept improving after 2003. We're not comparing Tmac to the early 2000s versions of Kobe here.

Some marginal stuff on specifics.

McGrady's TS for that year is slightly deflated by being in the dead-ball era. Reference has 03 as 109 TS+. Bryant's 2006 is a 104. Obviously there's some rounding there but the league relative efficiency is I think a little greater than is suggested in raw terms despite being close chronologically.

Similarly points per 100 in raw terms will (artificially?) favor Bryant marginally because of greater league norms.
Not sure if this is the perfect solution but adjusting for league norm team Ortg you'd get to
2003 norms
'03 McGrady: 42.0
'06 Bryant: 44.48361582 (equivalent adjusted for league norms)
or
2006 norms
'03 McGrady: 43.05405405 (equivalent adjusted for league norms)
'06 Bryant: 45.6

It's not a huge change from the surface numbers, but not nothing either.

Obviously as you later say if a particular poster is against utilizing league norms then this shouldn't apply to their analysis and making that point would be valid but I'd also assume you'd be looking for your points to be accurate more broadly so I think the norm adjusted numbers hold some value.

On rebounding it isn't only uncontested rebounds where McGrady has an advantage. Peak McGrady has a 4.6 orb% ... if you're citing 2006 Bryant his is 2.6 ... 2008 and 2009 are 3.4 and 3.5.

There are box reasons why (per above, within league norms) McGrady's 2003 tends to come out as the best RS between them in box aggregates (certainly across the three Reference Box-All-in-Ones). Of course there are non-box aspects to the game, numbers are accrued in contexts, interpreting playoffs comes into play etc
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#173 » by 70sFan » Thu Sep 4, 2025 4:12 pm

Owly wrote:
70sFan wrote:
One_and_Done wrote:I’m not really sure we watched the same T-Mac. Peak T-Mac was better than Kobe at literally everything. He was a better scorer,

2003 McGrady: 42.0 per100 on 56.4 TS%
2006 Kobe: 45.6 per100 on 55.6 TS%

Don't see any advantage for Tmac and unlike him, Kobe haa plenty of other seasons that can be compared to that one.

better passer,

It's one of the biggest myths of Tmac - no, despite nice assist numbers Tracy wasn't some kind of giant PG or anything like that. He was a solid reactionary passer who missed plenty of opportunities, because he preferred shooting contested midrange shots. Kobe is similar that regard, but Kobe is also significantly more fluid secondary passer than him who fits with talent better.

had point guard handles and vision,

I can give him handles, because he was indeed a great ball-handler for his size (Kobe was great too by the way), but as I said, Tmac was never close to a true PG in terms of vision. It's very evident in his later years in Houston, when he played with a lot of talent and didn't capitalize this "PG vision", which can't be explained by the lack of athleticism.

was a better rebounder,

Stats-wise it's true but it's completely irrelevant for this discussion. Peak Tracy didn't fight for rebounds and a few uncontested rebounds more certainly doesn't give him any notable advantages.n

better defender,

Are we talking about the same version of Tracy McGrady here? Tracy wasn't a good defender at all in 2003.


was bigger and stronger and more athletic.

He was bigger, I don't think he was stronger and all his athleticism didn't translate to bigger rim pressure. His size helped him making contested midrange shots the most but that's not a way to win a lot of games.

T-Mac 03 per 100: 42/9/7 on 564 TS%, despite having absolutely zero help around him.

Looks very similar to 2006 Kobe.

It’s a pity we never got to see T-Mac at his full strength play in the post 04 rule change environment, where the offense opened up. But by the time T-Mac got to Houston he had already started to decline, and his back got steadily worse, along with other injuries he picked up.

I agree, it's a shame we haven't seen healthy Tmac. Unfortunately, we have to judge what happened in real time.

I’m not sure why you’re so surprised at this take; it was a common take at the time, and it’s a common take now. Peak T-Mac was flat out better than peak Kobe. He just had garbage teams around him.

It wasn't common, but it was a discussion because Tracy peaked and 2003 and then Kobe kept improving after 2003. We're not comparing Tmac to the early 2000s versions of Kobe here.

Some marginal stuff on specifics.

McGrady's TS for that year is slightly deflated by being in the dead-ball era. Reference has 03 as 109 TS+. Bryant's 2006 is a 104. Obviously there's some rounding there but the league relative efficiency is I think a little greater than is suggested in raw terms despite being close chronologically.

Similarly points per 100 in raw terms will (artificially?) favor Bryant marginally because of greater league norms.
Not sure if this is the perfect solution but adjusting for league norm team Ortg you'd get to
2003 norms
'03 McGrady: 42.0
'06 Bryant: 44.48361582 (equivalent adjusted for league norms)
or
2006 norms
'03 McGrady: 43.05405405 (equivalent adjusted for league norms)
'06 Bryant: 45.6

It's not a huge change from the surface numbers, but not nothing either.

Obviously as you later say if a particular poster is against utilizing league norms then this shouldn't apply to their analysis and making that point would be valid but I'd also assume you'd be looking for your points to be accurate more broadly so I think the norm adjusted numbers hold some value.

On rebounding it isn't only uncontested rebounds where McGrady has an advantage. Peak McGrady has a 4.6 orb% ... if you're citing 2006 Bryant his is 2.6 ... 2008 and 2009 are 3.4 and 3.5.

There are box reasons why (per above, within league norms) McGrady's 2003 tends to come out as the best RS between them in box aggregates (certainly across the three Reference Box-All-in-Ones). Of course there are non-box aspects to the game, numbers are accrued in contexts, interpreting playoffs comes into play etc

I thought about using inflation adjusted numbers, but I know the poster I quoted doesn't use these numbers and he always posts simple per100 possessions, which is why I didn't bother to share adjusted stats.

Of course if you take these numbers at face value then yeah, McGrady looks extremely good. The problem is that his efficiency is wildly run by his outlier 3P shooting volume and efficiency. If we take it at face value, then fine but I am afraid it's just blind looking at the averages. McGrady was never a good three point shooter outside of this one particular season and I just don't trust such a small sample that is never replicated before or after.

If you start to breakdown his scoring game during that season, basically everything looks similar to the surrounding ones - his rim FG% is the same (and it's far from amazing), his midrange numbers are good of course, but very similar to the surrounding seasons. The only other thing that was clearly more impressive is his FT rate, that is more sustainable.

Again, some people don't take into account surrounding seasons when evaluating peaks, but I said in my previous post that I do and I don't view McGrady to be close to guys like Harden, Wade, Shai or Kobe because of that. Not to mention that Tracy is not a type of player who seems to have significant non-boxscore value either.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#174 » by lessthanjake » Thu Sep 4, 2025 4:16 pm

f4p wrote:i mean i guess we're going to have to agree to disagree. they had the highest payroll in the league i believe. and other than the $10M they were giving to wiseman, none of it was dead money. and once people saw they were healthy, the oddsmakers put them at the top.

whatever draymond or anyone was, we're talking about the team with the #1 defense in the league. like that's coming from some sort of significant talent pool. klay was post injury, but his playoff stats are basically exactly what they were the rest of his career. 2017-2019 is 13 PER, 0.079 WS48, -0.8 BPM, 56 TS% and 2022 klay is 14 PER, 0.076 WS48, 0.7 BPM, 55 TS%. now i guess we could argue klay was never that good but he's been a key piece on a very successful team and won entire playoff games so that seems unlikely. wiggins was a luxury that ended up paying off by playing really well in the finals. jordan poole might be a moron who you don't want leading your team (exhibit A: washington wizards), but as a flamethrower 6th man? the guy put up a 19 PER, 65 TS%, 0.151 WS48 and 3 BPM playoff run over 22 games. not many bad players are doing that. and those are especially big time numbers for a $2M player off the bench. the fact the warriors had 3 guys you had to chase all over the court on offense (poole essentially having the same quick release and ability to shoot from 30 ft like klay was just ridiculous spacing for the defense to have to account for), while having the #1 defense makes it difficult to see any other team as better. i'm not saying they were runaway favorites, but still favorites.

as for boston, well yeah i'm not that high on tatum. i'd like to see him crack the isiah thomas "wait, seriously, those are his numbers?" stat line for at least one deep playoff run before i think too highly of him.


They had the highest payroll in the league in large part because they were holding contracts that were either transparently bad (post-injury Klay, Wiseman), ones considered toxic assets by the rest of the league (Wiggins), and significant rookie contracts for guys not good enough to get meaningful playoff minutes (Kuminga, Moody). I don’t think any other team was looking at the Warriors paying $88 million that year to post-injury Klay, Wiggins, Wiseman, Kuminga, and Moody and saying they were jealous of all the talent the Warriors were getting for their money. I think a lot of other teams were looking at that and thinking that their team was getting much more than the Warriors for much less. Also, Steph was the highest paid player in the NBA that year, which obviously increases their payroll without indicating that Steph’s supporting cast was strong.

You say “Wiggins was a luxury that ended up paying off by playing really well in the finals.” In a sense that’s true, because he did play well in the finals. But a guy having a good series does not mean he was a talented guy that people would actually want on their team. And your claim was about how talented the team was in general. Wiggins was an overpaid guy that the Warriors got on a salary dump, taking a large contract that was regarded as totally toxic because Wiggins has consistently been a negative-impact player. The fact that he actually managed to play well in the finals was certainly lucky for the Warriors (though there’s a lot of players that play their best around Steph, which may not be a coincidence), but that does not make the Warriors actually a talented team on the basis of having a guy who is typically negative impact.

As for Poole, again, the fact that he managed to put together some good performances in the playoffs does not mean the team is hugely talented in general on the basis of having him. He is not a positive-impact player. You do not want him on your team if you are trying to win a title. Not even as a 6th man. The fact that he played pretty well in the playoffs was helpful (and, again, maybe not a coincidence), but a team is not super talented because it has Jordan Poole. And even him playing pretty well in the playoffs is a little overblown, because his defense was so bad that his minutes had to be scaled down as the playoffs went on.

Also, saying that the Warriors had “ridiculous spacing” while they were starting Draymond Green and Kevon Looney in the year 2022 is pretty wild. You talk about the Warriors defense, but what makes the Warriors so good defensively is, in large part, that they often eschew having ridiculous spacing, in favor of putting two good defensive bigs on the floor. They get away with this offensively primarily because of Steph (though, yes, Klay was a part of this too in his prime, and when Draymond could shoot in 2016 they weren’t really sacrificing much spacing).
OhayoKD wrote:Lebron contributes more to all the phases of play than Messi does. And he is of course a defensive anchor unlike messi.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#175 » by Owly » Thu Sep 4, 2025 4:54 pm

70sFan wrote:
Owly wrote:
70sFan wrote:2003 McGrady: 42.0 per100 on 56.4 TS%
2006 Kobe: 45.6 per100 on 55.6 TS%

Don't see any advantage for Tmac and unlike him, Kobe haa plenty of other seasons that can be compared to that one.


It's one of the biggest myths of Tmac - no, despite nice assist numbers Tracy wasn't some kind of giant PG or anything like that. He was a solid reactionary passer who missed plenty of opportunities, because he preferred shooting contested midrange shots. Kobe is similar that regard, but Kobe is also significantly more fluid secondary passer than him who fits with talent better.


I can give him handles, because he was indeed a great ball-handler for his size (Kobe was great too by the way), but as I said, Tmac was never close to a true PG in terms of vision. It's very evident in his later years in Houston, when he played with a lot of talent and didn't capitalize this "PG vision", which can't be explained by the lack of athleticism.


Stats-wise it's true but it's completely irrelevant for this discussion. Peak Tracy didn't fight for rebounds and a few uncontested rebounds more certainly doesn't give him any notable advantages.n


Are we talking about the same version of Tracy McGrady here? Tracy wasn't a good defender at all in 2003.



He was bigger, I don't think he was stronger and all his athleticism didn't translate to bigger rim pressure. His size helped him making contested midrange shots the most but that's not a way to win a lot of games.


Looks very similar to 2006 Kobe.


I agree, it's a shame we haven't seen healthy Tmac. Unfortunately, we have to judge what happened in real time.


It wasn't common, but it was a discussion because Tracy peaked and 2003 and then Kobe kept improving after 2003. We're not comparing Tmac to the early 2000s versions of Kobe here.

Some marginal stuff on specifics.

McGrady's TS for that year is slightly deflated by being in the dead-ball era. Reference has 03 as 109 TS+. Bryant's 2006 is a 104. Obviously there's some rounding there but the league relative efficiency is I think a little greater than is suggested in raw terms despite being close chronologically.

Similarly points per 100 in raw terms will (artificially?) favor Bryant marginally because of greater league norms.
Not sure if this is the perfect solution but adjusting for league norm team Ortg you'd get to
2003 norms
'03 McGrady: 42.0
'06 Bryant: 44.48361582 (equivalent adjusted for league norms)
or
2006 norms
'03 McGrady: 43.05405405 (equivalent adjusted for league norms)
'06 Bryant: 45.6

It's not a huge change from the surface numbers, but not nothing either.

Obviously as you later say if a particular poster is against utilizing league norms then this shouldn't apply to their analysis and making that point would be valid but I'd also assume you'd be looking for your points to be accurate more broadly so I think the norm adjusted numbers hold some value.

On rebounding it isn't only uncontested rebounds where McGrady has an advantage. Peak McGrady has a 4.6 orb% ... if you're citing 2006 Bryant his is 2.6 ... 2008 and 2009 are 3.4 and 3.5.

There are box reasons why (per above, within league norms) McGrady's 2003 tends to come out as the best RS between them in box aggregates (certainly across the three Reference Box-All-in-Ones). Of course there are non-box aspects to the game, numbers are accrued in contexts, interpreting playoffs comes into play etc

I thought about using inflation adjusted numbers, but I know the poster I quoted doesn't use these numbers and he always posts simple per100 possessions, which is why I didn't bother to share adjusted stats.

Of course if you take these numbers at face value then yeah, McGrady looks extremely good. The problem is that his efficiency is wildly run by his outlier 3P shooting volume and efficiency. If we take it at face value, then fine but I am afraid it's just blind looking at the averages. McGrady was never a good three point shooter outside of this one particular season and I just don't trust such a small sample that is never replicated before or after.

If you start to breakdown his scoring game during that season, basically everything looks similar to the surrounding ones - his rim FG% is the same (and it's far from amazing), his midrange numbers are good of course, but very similar to the surrounding seasons. The only other thing that was clearly more impressive is his FT rate, that is more sustainable.

Again, some people don't take into account surrounding seasons when evaluating peaks, but I said in my previous post that I do and I don't view McGrady to be close to guys like Harden, Wade, Shai or Kobe because of that. Not to mention that Tracy is not a type of player who seems to have significant non-boxscore value either.

It's absolutely true that this year is an outlier.
Year: PER; WS/48; BPM; TS+
2003: 30.3; .262; 10.5, 109
Next best: 25.3 ('04); .189 ('01, '02); 7.0 ('01), 102 ('02, '04)
Gap: 5; 0.073; 3.5; 7

Some substantial gaps and the shooting efficiency spike as a significant cause. FT% and 3pt% are a bit "hot" for his norms which would be part of this and as you note might be smoothed out if seeking the underlying player more so than the year that the player happened to have.

Those sympathetic to McGrady (or generally inclined towards the playoffs, and your "surrounding season" ... but not other playoff years ... and these are small samples ...) might note his 108 playoff TS+ (assume this is versus the playoff average) is surrounded by a 106 the year prior and a 105 the next time he's in the playoffs in 2005 ... all other playoff years are below 95 though.

His percentage of shots at the rim and his number of dunks are already on a downward trend (the former in part because of a greater creation burden) so waning athleticism seems to be part of the picture though how much is more keyed in defenses and how much the continued to decline (and drop off the next year) is injury related (perceived effort levels that year too, were regarded as down and some defensive indicators reflected that too). Getting the FTr up ... was that craft that got muted by the loss of athleticism or partially an aberration? We can't really know.

If you're smoothing out (and the shooting gives some cause to for those inclined to consider doing so) then that will absolutely drop McGrady versus looking at the production purely in-year.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#176 » by Joao Saraiva » Thu Sep 4, 2025 5:24 pm

ReggiesKnicks wrote:
Joao Saraiva wrote:
ReggiesKnicks wrote:
Why do you believe that when I showed you it happened without brutal offensive explosion?

What made Kobe's year more impressive than Westbrook?


For me besides Lamar Odom the rest of the roster was not even fit for the NBA.

Smush Parker - 34 MPG. Out of the NBA within 28 games.
Kwame Brown - 27 MPG. Not a positive on defense. Not good as the roll man. Not a good rebounder for his position.
Chris Mhim - 26 MPG. Decent defender. Really bad on offense. Too slow. He was an 11th or 12th type of player. Maybe backup C. That's it.
D. George - too old.
Brian Cook and Luke Walton were the next guys on MPG.

Taking this team to the playoffs required all the offense Kobe brought to the table. Kobe didn't have a good shot selection for his career, but in 06 it was definitely justified that he averaged what he did.

Offensive explosion? Stuff like 81 points or outscoring the Mavs after 3 quarters. That type of stuff is offensive explosion. A guy can have 25 PPG but more or less you'll expect to produce arround that. Some guys (Kobe or AI for example) were guys with that explosion.


I understand what you are saying, but I provided data that showed players can have similar or greater lift to Kobe Bryant without being the offensive explosive type.

I think you are being negligent of the possibility that you can carry a bad roster without just being an explosive scorer.

Something to think about is team rating and SRS and W-L can all be tied back to how good of an offense and how good of a defense a team is. It is simple and sometimes we try to think of these archetypes which need to be present in order for a player to raise a team. A player who is providing a strong offensive lift through scoring and little defensive lift isn't necessarily lifting a team more than a player who is having a lift on both ends of the court.

A way to look at this from a simple statistical lense.

2003 Timberwolves with Garnett: +5.9
2003 Timberwolves without Garnett: -18.2

2006 Lakers with Kobe: +4.7
2006 Lakers without Kobe: -9.0

Garnett appears to be taking a worse cast and bringing them to higher-heights than Kobe did. Now, you have your own preconceived notion that the most lift is going to come from this volume scoring wing who can score 81-points against a lottery team. But the data doesn't actually fully back-up your preconceived notion.

Westbrook looks like Kobe, not Garnett, in this regard.

2017 Thunder with Westbrook: +4.0
2017 Thunder without Westbrook: -8.7

2006 LeBron resembles both Kobe and Westbrook as well.


That is just on and off. It can be the effect of Lamar playing with the 2nd unit for example.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#177 » by ReggiesKnicks » Thu Sep 4, 2025 5:35 pm

Joao Saraiva wrote:
ReggiesKnicks wrote:
Joao Saraiva wrote:
For me besides Lamar Odom the rest of the roster was not even fit for the NBA.

Smush Parker - 34 MPG. Out of the NBA within 28 games.
Kwame Brown - 27 MPG. Not a positive on defense. Not good as the roll man. Not a good rebounder for his position.
Chris Mhim - 26 MPG. Decent defender. Really bad on offense. Too slow. He was an 11th or 12th type of player. Maybe backup C. That's it.
D. George - too old.
Brian Cook and Luke Walton were the next guys on MPG.

Taking this team to the playoffs required all the offense Kobe brought to the table. Kobe didn't have a good shot selection for his career, but in 06 it was definitely justified that he averaged what he did.

Offensive explosion? Stuff like 81 points or outscoring the Mavs after 3 quarters. That type of stuff is offensive explosion. A guy can have 25 PPG but more or less you'll expect to produce arround that. Some guys (Kobe or AI for example) were guys with that explosion.


I understand what you are saying, but I provided data that showed players can have similar or greater lift to Kobe Bryant without being the offensive explosive type.

I think you are being negligent of the possibility that you can carry a bad roster without just being an explosive scorer.

Something to think about is team rating and SRS and W-L can all be tied back to how good of an offense and how good of a defense a team is. It is simple and sometimes we try to think of these archetypes which need to be present in order for a player to raise a team. A player who is providing a strong offensive lift through scoring and little defensive lift isn't necessarily lifting a team more than a player who is having a lift on both ends of the court.

A way to look at this from a simple statistical lense.

2003 Timberwolves with Garnett: +5.9
2003 Timberwolves without Garnett: -18.2

2006 Lakers with Kobe: +4.7
2006 Lakers without Kobe: -9.0

Garnett appears to be taking a worse cast and bringing them to higher-heights than Kobe did. Now, you have your own preconceived notion that the most lift is going to come from this volume scoring wing who can score 81-points against a lottery team. But the data doesn't actually fully back-up your preconceived notion.

Westbrook looks like Kobe, not Garnett, in this regard.

2017 Thunder with Westbrook: +4.0
2017 Thunder without Westbrook: -8.7

2006 LeBron resembles both Kobe and Westbrook as well.


That is just on and off. It can be the effect of Lamar playing with the 2nd unit for example.


LaMar is better than anyone who was on the Timberwolves, right?

Here is data with Odom.

Kobe + Odom: +5.3
Kobe, No Odom: +1.6
Odom, No Kobe: -7.7
No Kobe, No Odom: -11.4 (Under 200 minutes)

Odom is head and shoulders better than anyone on the Timberwolves.

Again, Garnett did more lifting with less in 2003 than Kobe did in 2006. That's a fact.
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#178 » by lessthanjake » Thu Sep 4, 2025 6:13 pm

f4p wrote:
lessthanjake wrote:
f4p wrote:
what are you talking about? did you read what i wrote? i am specifically talking about when the rockets and warriors play close series despite the non-steph warriors indisputably being much better than the non-harden rockets, you guys don't want to suggest you might have to re-evaluate the distance between steph and harden because of the closeness of the series, especially with steph playing very poorly in 2019. and the reason given is that we can't blame steph for playing below his normal level because kevin durant was iso'ing, which is what he does. the fact harden could outplay steph decisively in one series and give or take even (but ahead before cp3 got hurt) in another, should probably change the evaluation. it can't be some weird world where steph can't be blamed and re-evaluated because he played poorly and the reason he can't is because he couldn't play well with KD's iso style but also he fit perfectly with KD's iso style. the warriors were indeed very good. the rockets were basically as good. the non-steph warriors played very well. the non-harden rockets did not do anything particularly exceptional (and cp3 was bad in 2019). ergo, it seems like harden had to be at the very least even with, and likely better than, steph in their 2 biggest series against each other. which, given that they were both in the middle of their 5 or 6 year peak runs, should probably indicate harden is a lot closer to steph than people want to admit. otherwise, the series results apparently just happened by magic.


Okay, so that is a different argument that we very recently went through in another thread. To summarize, I think an argument is pretty obviously very weak if it relies on saying that the results of some playoff series suggest that the guy whose team consistently lost was better.


i mean that's because you are essentially treating 2 point losses and 20 point losses the same and just saying "we can't know anything about the losing team". do you disagree the non-steph warriors, with their MVP, DPOY, and all-star who play +12 basketball in the playoffs without steph, are a lot better than the non-Harden rockets? i assume no. so i don't see why a close series would do anything other than imply closeness between steph and harden, right? i mean you want me to thread some needle about saying how great the 2018 rockets are as a good case for harden, as if that's not what's implied by my other argument (or that i haven't made that argument 100 times on this board). the rockets were a dominant team, who were dominant in the playoffs, which helped them keep up with a dominant warriors team. the rockets stayed even with the 2018 warriors, which implies they were a dominant team. it all seems like the same thing. and obviously harden was the head of the snake that made it happen.


I think I would agree that the Warriors were a more talented team than the Rockets, though I think we’d definitely disagree about the difference between the two in this regard, and I think the relative talent level of those teams fluctuated throughout the series as injuries happened to key players. I think Chris Paul is pretty clearly the 3rd best player on those two teams. I also think that at that point I’d rather have had Capela and Eric Gordon than Klay and Iguodala (and of course that’s ignoring that Iguodala only played until the Warriors were up 2-1—more on that in a moment). I’d also much rather have had Ariza and Tucker than Shaun Livingston and Nick Young. Gerald Green doesn’t inspire me with much confidence, but I’m also taking him over Quinn Cook. Basically, I think Harden had the better #2, and also had the better set of role players. The difference is just that Steph had two genuine sidekicks (Durant and Draymond), while Harden had one (Chris Paul). I think that factor is a big deal, such that it probably outweighs the fact that Chris Paul was better than either of Steph’s sidekicks and the rest of the Rockets were better than the rest of the Warriors. But if we then account for Iguodala going down in the middle of the series, then suddenly I think it starts going the other way overall (with the Warriors still being more talented at the top of the roster, but there being a huge role player gap that probably outweighs it). And then when Chris Paul went down, the pendulum certainly swung back massively in the Warriors’ favor.

Which makes the ebb and flow of that series pretty easy to understand IMO. When the Warriors had Iguodala, they were more talented and went up 2-1, with a 10+ average margin of victory. When Iguodala went down, the talent pendulum arguably swung the other way at least a bit (and certainly was not meaningfully in the Warriors’ direction), and the Rockets squeaked out two very close games (though the Warriors outscored the Rockets overall across those two games in the minutes Steph played). Then Chris Paul went down and the talent pendulum certainly was in the Warriors’ direction, and the Warriors proceeded to win both games with an average MOV of 19 points.

So the way I see it, in the games where the Warriors actually were the more talented team, the Warriors went 4-1 with an average MOV of 14 points. That looks great, and it certainly shouldn’t result in any negative implication being drawn about Steph! The series went to 7 games because the Rockets won two close games during the brief time period when the Warriors did not have a talent advantage. Credit to the Rockets for winning those games, but I definitely don’t look at this and think it makes any sense to draw some meaningful negative conclusion about Steph from these results (and especially not when they outscored the Rockets overall in Steph’s minutes on the court in those two games—including being +10 with Steph on the court in Game 4).

I’ll also note that I’m unsure why you’re asking me if I read what you wrote. We were having a discussion about how easy players are to fit with. I responded about that. You then asked me if I had even read what you wrote and proceeded to make a point that is a separate argument of yours and not directly about fit. Like, this exchange really was not “about when the rockets and warriors play close series despite the non-steph warriors indisputably being much better than the non-harden rockets.” That’s a separate discussion we had days ago in a different thread. You briefly referred back to that discussion in your post, but it was not at all the crux of what we were talking about, which was actually about the ease of fit for different players.


no, you (or at least someone, it's been a lot of posts), indicated that steph's 22/5/4 on 54 TS% in the 2019 series, which they admit wasn't good, was not good because KD decided to break the offense. and his similarly poor numbers through the first 5 games of 2018 were also blamed on the same thing. if that wasn't you, then i'm generalizing it to the people who did say that.


Yep, I’ve not read all the discussions you’ve had with other people, and I can’t speak for anyone else, but whatever you’re referring to was not me and you said that it was, so I was correcting you.



and it says prime harden goes up in impact and so does RAPM. and has almost identical playoff on/off and RAPM as steph. but something tells me a history search would find that you've called harden a playoff faller and you are certainly indicating that the difference between them in this project is significant.


Yeah, you’re wrong. Let’s do a quick perusal of my posts, searching for posts with the word “harden” and “playoffs.”

Here’s me arguing that Harden’s reputation as a “playoff choker” is basically solely on the back of losing to the incredible Warriors team and that the 2018 Rockets would’ve almost certainly won the title in 2018 if the Warriors hadn’t been so great, in which case Harden wouldn’t be known as a playoff choker at all (https://forums.realgm.com/boards/viewtopic.php?p=117302980#p117302980):

Spoiler:
If you want to discount the Rockets because they had Harden and you think Harden is a playoff “choker” then I guess you can do that. But we should remember that a good part of the reason Harden has a reputation as a playoff choker is precisely because in his prime he lost four times in the playoffs to the Warriors. He might well have won a title if the Steph and the Warriors hadn’t been so good—in fact, I’d say it’s extremely likely they would’ve at least won in 2018. In which case, Harden suddenly wouldn’t be known as a playoff choker at all.


And here’s me in that same thread, arguing against someone who responded that Harden has a reputation as a playoff choker due to bad performances in elimination games:

Spoiler:
It’s worth noting that 2015 Harden had just put up 31/8/7 on 56% TS% in an elimination game the previous round against the team with the second-best SRS in the NBA, so he’d done well in a crucial elimination game in those particular playoffs. Talking about elimination playoff games is mostly just small sample size theater though, not to mention that the 2018 Rockets could absolutely have won the title without facing an elimination game at all. And I promise you that if the 2018 Rockets had won a title (which they almost certainly would’ve without the Warriors, and probably would’ve even if the Warriors just didn’t have KD), you would not be hearing essentially anyone talking about Harden as a playoff choker. Heck, if the Warriors had been less good in 2015, the Rockets probably might well have won the title that year, since my guess is they’d probably have been able to squeak by the injured Cavs (though it probably would’ve been a close series), and I don’t think any other team on the Warriors’ side of the Western Conference bracket would’ve beaten them. The Warriors really are the main reason Harden has that reputation. They’re not the only reason, but he wouldn’t have that reputation without them, because he’d be sitting on 1 or 2 titles.


I even argue there that the Rockets probably would’ve won the title “if the Warriors just didn’t have KD.” And I suggest Harden could’ve led the Rockets to the title in 2015 if the Warriors hadn’t been so great.

Oh, and here’s me recently arguing that Harden should arguably be #2 in 2015 POY voting, in part because “I think there’s a pretty good argument that Harden…played as well or better in the playoffs” as LeBron “but just happened to face the Warriors earlier.” (https://forums.realgm.com/boards/viewtopic.php?p=119002852#p119002852).

And this is all before I saw the career playoff RAPM data, which moves the needle for me at least a little bit, because, while playoff RAPM is generally a bad measure, Harden’s entire playoff career isn’t a tiny sample, so it’s probably not completely useless for him.

To you, being a fan of Harden may require you to hate Steph Curry, but the opposite really isn’t true for me at all, and you shouldn’t assume it is.


i mean fair enough i guess. and yet where are you putting harden in this project? doesn't sound like very high. doesn't sound like you have them as very similar. i mean if you are arguing for harden over 2015 lebron and 2015 lebron was better than steph (are we really going to argue this?), then how far can harden be from steph? for what it's worth, i wouldn't have either of them close to 2015 lebron.


Not sure yet exactly where I’d put Harden. That said, you’ll find that I pretty consistently put significant independent value on someone winning a title for purposes of assessing the “greatness” of their year. I know that that’s ripe for criticism of just focusing on “ringz” but it just is an inescapable part of how I think of “greatness” in a team sport. So I think there’s some peaks I’d put above Harden for that reason, despite not really thinking those players were better than Harden. For instance, I don’t think I’d say Dirk was a better basketball player than Harden, but I’d vote for his 2011 year above Harden’s peak. Probably the same with 2019 Kawhi, 2025 SGA, 2021 Giannis, as well as probably 2009 Kobe. Someone might be able to convince me that one or more of these guys was actually a better player than peak Harden, but I definitely don’t feel strongly that they were, while I think they had a “greater” year. That said, I don’t think I’d put the second-best-guy-on-a-title-winner peaks ahead of Harden. Specifically, I think I’d put peak Harden above peak Durant and peak AD. As for guys who didn’t win titles in their peak, it’s hard for me to think of many peaks that I’d put above Harden. I think 2004 Garnett would probably make it for me, since I was already almost voting for him in this thread. I don’t think Chris Paul would make it above Harden for me though. Luka and Embiid definitely wouldn’t. McGrady wouldn’t. I’m a bit of a Nash homer and I thought he was unbelievably good in 2005, so that *might* be one I’d put above Harden, though I wouldn’t begrudge anyone for disagreeing.

So yeah, I guess that leaves me with Harden probably landing at like #14 for me, at the worst, but maybe slightly higher. But if I were asked to rank who was the best player at their peak, rather than who had the “greatest” peak, then I think Harden would probably be in my top 10 in this 2001-2025 time period.

As for the thing about 2015, I wrote a lot about this in that RPOY thread I linked to, so I won’t rehash (especially when it’s definitely not on topic), but I have 2015 Steph over 2015 LeBron and honestly I don’t think it’s even particularly close. I also have 2015 Steph easily over 2015 Harden, but 2015 Harden vs. 2015 LeBron is actually a difficult question (with LeBron probably barely getting the nod from me, purely on the back of the significance of having gotten to the Finals, even though they both lost to the same team).



well i was talking about playoff RAPM, since that should be what matters. we know steph loves his regular season on/off. but it was more than cut in half from 2015 to 2019 (the relevant peak period), going from +17.7 to +8.3 (still good obviously). steph had an outsized +20 in 2017. then back to +3.8 in the 2018 playoffs. the 2018 warriors were similarly dominant as the 2017 warriors. assuming RAPM somewhat follows raw on/off (it almost always does), then just one year after steph was apparently everything for the best team ever, he apparently wasn't everything for nearly the best team ever. in a 5 year stretch where his on/off dropped every year but one in the playoffs, it feels like 2017 is the outlier.


People keep telling you this, but trying to formulate any opinion based on single-year playoff RAPM is just a bad approach. Your argument here is basically “I’m going to point to the fact that the same guy isn’t ahead every single time in an exceedingly noisy measure, and use that to suggest he wasn’t actually that good.” It’s just obviously nonsense. If a measure is extremely noisy, the different data points will be all over the place (though I note that Steph’s 2018 playoff RAPM was still #3 in the league). You might have a point if others were actually focusing on single-playoff RAPM to argue in 2017 Steph’s favor. But no one is doing that. Rather, people are pointing to much larger sample-size data in Steph’s favor, while you are trying to undercut it by picking out tiny samples that don’t look as good and trying to act like those are the real data points that tell us what was actually going on. It’s clearly just trying to leverage negative noise as much as you can.

And, again, you talk about his on-off dropping in the playoffs, while ignoring the fact that his career playoff on-off is *higher* than his career regular season on-off (or even his career regular season on-off in just the seasons starting when he first made a playoff appearance). You are trying to fight this fact by carving out overly small playoff samples within that where his regular season on-off was higher than his playoff on-off. Of course, the actual 2017 data doesn’t work for you in that regard, so you have to instead cherry pick out the tiny samples in a few other years.


by tiny samples do you mean every other finals run?


Yeah, actually I do, because that’s barely more than one-season’s worth of data, and we know that even single-season on-off is very noisy. Again, just because a type of data exists does not mean we have to decide it is useful. Playoff on-off and playoff RAPM is just not a very useful tool to measure peaks, because you cannot get an adequately sized sample without looking at data well beyond a player’s peak.

Again, it’s just leveraging noise. I get that we’re talking about peaks, and career data isn’t about someone’s peak. But that just goes to the fact that playoff RAPM and playoff on-off aren’t very useful for assessing someone’s peak because the samples are either clearly too small or are from too broad a portion of the player’s career. The answer isn’t to try to cherry pick out tiny samples anyways. Sometimes a type of data just isn’t useful for assessing a specific question. This is one of those times. And, yes, that’s the case even for Steph’s incredible playoff on-off in the year people are voting for, so this is actually me saying we shouldn’t use something that looks really good for Steph!


so then why are people voting for steph if not for noisy stuff? his playoff box numbers aren't crazy. good, but not crazy. the team results are crazy but basically what the whole world expected when they came together (i know you'll just say that's because everyone thinks steph is so awesome). so what's the crux of the argument? 139 minutes where the warriors looked good with steph and not the other 3? a trend that never continued into the playoffs where his team did just fine in entire games without him. i realize it was 2016 and 2018 but i mean, how different are we arguing the team was on either side of 2017?


The thing with Steph is that the impact data looks incredible for him in much larger samples as well. We have a boatload of impact data from Steph in his best years, and the overall picture looks absolutely incredible. So we can have a lot of confidence that he was a tremendously impactful player, because large samples of data tell us that. The reason his 2017 year is being voted for above his other years is not because his playoff on-off that year was the highest, but because it was the year his playoff box numbers were the best (and box numbers are much more stable in small samples, so this is a better way to assess playoff performance than playoff on-off).

You say his playoff box numbers were “good, but not crazy” but I think that’s underselling it. For instance, his playoff BPM was the 64th highest of all time. But let’s filter this down to only years in this 2001-2025 timespan, and only years where the guy actually made the finals (a lot of the highest BPM years were things like guys having an incredible series in a first-round loss, which is obviously not comparable—sustaining extremely high performance over a longer playoff run is harder). At that point, we are left with only 12 playoff runs higher than 2017 Steph. At the outset, 8 of those 12 come from the two guys already voted in (i.e. LeBron and Duncan). So, for purposes of this thread, there’s really only 4 relevant finals runs where a guy had a higher playoff BPM. One of those is 2023 Jokic, who I have above Steph. The others are 2019 Kawhi, 2021 Giannis, and 2017 Durant. All of those are barely above it, such that it’s not really meaningful. And if we go to playoff EPM instead (which is a box-impact hybrid), then we find that 2017 Steph is above all of those other four guys, and miles above all of them except 2023 Jokic. So yeah, there’s a pretty good argument that, when looking at much more stable playoff data than playoff on-off, Steph’s 2017 playoff numbers look better than any any finals run by anyone not already voted in. The only one who this overall picture probably looks better for is 2023 Jokic, and I’ve voted 2023 Jokic above 2017 Steph.

Of course, another aspect of 2017 being chosen is that the 2017 Warriors were the GOAT team, but everyone understands that there’s some obvious context to how that happened. Personally, I find the team results of the 2015 Warriors more impressive from the perspective of Steph Curry than the team results of the 2017 Warriors. But leading the GOAT team is still significant and adds to the “greatness” of his year.

the entire crux of my own argument is why am i the guy supposedly focusing on the small sample size? we have 8 other playoff runs where steph's box stats go down in the playoffs, and the only 2 where they went up were after much lower regular season runs. 5 other finals runs with lower on/off than the regular season. a +10 team that needed to scrape by an injured cavs team in 2016. a +10 team that lost in the finals. a 2018 team that was almost beaten by the 20th best peak in the last 20 years and a 2019 team that lost as soon as KD got hurt. the one year with the amazing on/off and box stats in the playoffs is the one year where everything was as easy as it was widely predicted it would be and where steph had the luxury of knowing he could basically play like 2017 steph or 2017 kyle korver and the team would probably win. it's like the lowest leverage great play maybe ever. and similar to why people are somewhat leery of 2009 lebron because they don't know if he had really gotten rid of his jump shooting issues, is there any reason we shouldn't look at 2015/16/18/19 steph in his biggest series and wonder what happens if 2017 steph suddenly gets stuck in a series with a team that knows how to much it up and can go toe to toe with the warriors? obviously, similar to 2009 lebron, he didn't get a chance to prove it either way, but there is reason for skepticism.


You are the guy focusing on a small sample size because you are trying to craft an argument using playoff on-off and no one else is. The problem with your separate Steph’s-box-stats-go-down-in-the-playoffs argument isn’t that it’s a small sample size, but that it’s not at all true about the year people are voting for. That said, if you want to argue that Steph’s box-score data tended to go down in the playoffs and the fact that it didn’t do so in 2017 is probably just variance (though there’s less variance in playoff box numbers than playoff on-off numbers), then that seems like a reasonable argument.

That leaves two questions:

1. Whether we care for purposes of this “greatest peaks” discussion if an amazing playoff performance might just be a product of variance (or some other factor that isn’t just how good a player was that year). I’m not sure I do—see my discussions about 2006 Wade and 2004 Garnett. But other peoples’ mileage may vary on that.

2. Whether we think Steph’s playoff impact compared to the regular season is adequately captured by looking at the box scores. I’m definitely not sure it is, since teams manifestly employ much crazier schemes to try to contain Steph in the playoffs than they do in the regular season. That will naturally tend to suppress his box score numbers while simultaneously opening things up even more for others. Which means we would expect his box numbers to go down without that necessarily meaning his impact has gone down. That would potentially just be a purely speculative excuse, except that we can easily see on the tape the types of crazy schemes teams run against him in the playoffs and we can see it clearly having tremendous impact in the film even in games where his box stats don’t look all that good. And, of course, the end result has been Steph winning 4 titles and making 2 other finals, which makes it a little hard to conclude he wasn’t very impactful in the playoffs (though I understand that your talk track on that is to claim that his team was so good that he should’ve won that much or more).
OhayoKD wrote:Lebron contributes more to all the phases of play than Messi does. And he is of course a defensive anchor unlike messi.
Doctor MJ
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#179 » by Doctor MJ » Thu Sep 4, 2025 6:37 pm

lessthanjake wrote:
Doctor MJ wrote:
lessthanjake wrote:
These are good responses, and I’ll just respond to several things.

Regarding the above, I think 3% TS% is pretty significant. Garnett was taking about 24 true shot attempts a game in those playoffs. If he had a 3% higher TS%, he would’ve scored about 1.5 extra points a game. Which, roughly speaking, amounts to about 1.5 extra points of a impact per game (missed shots can be offensive rebounded and the team can score afterwards, which somewhat mitigates the effect of a lower TS%, but at the same time, making shots makes it easier on the next defensive possession, which exacerbates the effect of missing shots, so we can probably roughly say those things cancel out). From the perspective of player impact, I actually do think that that amounts to a tier of impact. And I think it certainly does if we add in the extra turnovers, as well as the lower per-possession output.


So, I certainly don't want to argue that an X% change in TS% over a volume Y doesn't translate to Z points on the scoreboard. That's certainly the arithmetic of it.

Consider though:

a) In addition to the presumably tougher playoff defense making it very possible that an X% change is what we should expect in the situation, there's also the natural variance of things. Over the splits of KG"s '03-04 RS, we see his TS% vary between 49.8 to 58.8. If a player's shooting efficiency varies + or - 4-5%, then why are we looking to draw a specific conclusion of something changing in the playoffs when he isn't even outside that RS range?

To put another way: If a difference in performance can be explained with normal variance patterns, while that doesn't mean that the bounce of the ball with good/bad luck isn't making a critical difference which can be linked to a players accomplishment, it does mean we should be cautious about insisting on a narrative explaining that normal variance as if we're in a fable requiring a moral takeaway.


I think this goes to a difference in how we’re thinking about this discussion conceptually. So let me just try to clarify a bit:

I’m not saying that Garnett having a lower TS% in the playoffs that year means he was systematically a worse playoff player than regular season player. In other words, I’m not arguing that if Garnett had played a large sample of playoff games that year that he’d have been worse in those games than he was in the regular season. I don’t know if that’s the case or not. What I *am* arguing is that, in the small sample of the actual playoff games he did play, he was not as good as he was overall in the regular season. I’m sure if we cut up portions of his regular season, we could find similar spans where he was no better (and perhaps actually worse) than he was in the playoffs. Which is to say that I’m not saying that I think Garnett performing less well in the playoffs couldn’t just be variance. But the thing is that “it’s just variance” only really is a counterpoint if the argument being responded to is taking a small sample of games to extrapolate how good a player was in general. That’s not what I’m doing though. I’m not extrapolating from the playoffs how good a basketball player Garnett was in general in 2004. What I’m doing is simply discussing how good he was in that small sample of games. Whether it’s a product of variance or not, how good he was in those games is how good he was in those games. And that has independent importance without any extrapolation, because the small sample of the playoffs are tremendously important.

The upshot is that I think there’s a lot of instances in which I could say I think Player A was a better player in general than Player B, but Player B would rank higher than Player A in an assessment of the “greatness” of their year, because variance (or potentially other factors) worked in Player B’s favor. I’m not opposed to the idea that that may be what’s going on with 2006 Wade and 2004 Garnett. Maybe if they played a large sample of playoff games, Garnett would’ve been better than Wade over the course of those games. It’s certainly plausible to me, given that I think Garnett was more impactful in the regular season. But they didn’t play a large sample of playoff games. They played a small sample, and Wade was significantly better in those games than Garnett was. And since those small samples of games are tremendously important, Wade being significantly better in the games that matter the most is enough for me to say his year was greater.


I appreciate you looking to figure out where we diverge. To me that's often the most valuable part of dialoguing through disagreements.

At the broadest level, what we're talking about is goodness in theory vs achievement in practice, and both of those things are worth discussing and ranking, so it's really a question then of what we're each using here, and if there's any concerns with our process given our criteria.

When I read your statement here, my main quibble is in tying the word "good" to extremely granular events.

It would appear to me that as you describe it, a player is playing "good" whenever his shot goes in, and not good when it doesn't, despite the fact that it's literally the same guy, oftentimes in back-to-back possessions, literally doing the same stuff with the same capabilities. I would argue this is a meaningless definition for players & coaches, as they would think about playing good in terms of process.

By that same token, if you're watching a game or series and you can see one team winning based on the shots that actually go in, but the other one with the better process based on what will on average go in, the smart money is on the losing team catching up.

Now, sometimes the better process loses because of luck in the small sample, but that doesn't mean that that team should change their approach or that the winning team should think they won for reasons of skill, and so when I see a scaled-up version of reasoning that effectively ignores luck by series' end, I see something that isn't actually tied to what the players actually were, but rather a player assessment that happily includes luck.

To put another way: I see result-justification rather than process-analysis, which is another form of winning bias.

As always, I'm not alleging winning bias is something only other people experience, I see myself as prone to it as anyone else generally, and if I'm doing a better job of avoiding it than the average bear, it's only because I'm more pre-occupied with rooting it out of my process at this time due to al the times I've seen myself fall prey to it.

lessthanjake wrote:
b) Let's say KG being worse was costing them 1.5 points in every game. How many games in the playoffs would 1.5 point swing from a loss to a win for the 2004 Timberwolves?

The answer is zero. The Wolves never lost a game by less than 6 in that run.

This then to say that while over a large enough sample a 1.5 point loss in impact will swing games, in the course of an NBA playoff run, it oftentimes wouldn't.

And if we're actually interested in how KG looked in the closest games of those playoffs:

Game 4, MIN at DEN, W 84-82: Garnett 27 pts on 57.2% TS
Game 3, MIN at SAC, W 114-113: Garnett 30 pts on 55.6% TS
Game 7, SAC at MIN, W 83-80: Garnett 32 pts on 57.5% TS
Game 5, LAL at MIN, W 98-96: Garnett 30 pts on 53.9% TS

We note that Garnett was always scoring above normal volume, and doing so with higher efficiency than the average playoff game.

Now I'm not looking to say that these 4 games prove anything about Garnett's peak - super-small sample of course - but just from the perspective of X% dip in efficiency must be treated as damage that held his team back, I really don't think the evidence actually bears that out.

Yes the team would be better if Garnett just made more of his shots, but that doesn't mean we should be quick to downgrade a player's playoff performance relative to his regular season estimation as if there's a clear meaningful failure at play throughout the post-season span.


So I’d say a couple things about this:

1. While I’m sure I’ve made similar points to this in the past so I get what you’re saying, I don’t think it really makes a lot of sense to basically say “This player’s impact went down by X points per game, and since every loss was by more than X points, it didn’t matter.” For one thing, there’s a real butterfly effect here, where we just don’t know what would happen if things were changed. Perhaps even more importantly, someone’s impact going up by X points per game doesn’t mean it goes up by X points every game. There’s a lot of variance to that. You note that his TS% was not bad in the closest games, but if he’d had a higher TS% in general, he may well have had an even better TS% in those specific games—perhaps even by a lot. For instance, maybe his higher TS% would’ve manifested itself by being similar in every game except for being a lot higher in a couple games, in which case it very well could’ve changed results.

2. Even if we posited that no results would’ve changed if he’d had a higher TS%, that doesn’t mean that Garnett wouldn’t have played better in that scenario than he did in reality. There’s a world where we could ramp up Garnett’s playoff performance enough that I’d put him above 2006 Wade, even if the Timberwolves still went out in the conference finals. But, for me at least, that’s not the world we have.


On 1: It does make sense to push back against the idea that we should ever dismiss statistical difference in a stat based on the team result being bigger than that effect. I bring it up to emphasize what a tiny sample of a tiny stat you're focusing on here. There are a million other things going on in the game that are going to swing impact this way or that, but rather than looking to deal with them all either a) holistically or b) with detailed basketball conversation, you're appearing to latch onto one stat and basically treating it like the player is playing that much better or worse based on what the stat says.

I know that you're a pretty knowledgeable dude and that you're not looking to simply use TS% as the only thing that matters, but because you have it as a clear stat to look at, you're giving it preeminence in the conversation above all the other stuff you can't quantify easily, and this is very much a known danger (tyranny of the quantifiable) wherein we over-index on whatever is easiest to measure.

Re: if he'd have had a higher TS% in general, he may well have had an even better TS% in those games. Let's take care to note the causality here:

Your talking about his average TS% as if it is causing his TS% in specific games, and so the fact that TS% wasn't a problem when it mattered is irrelevant is irrelevant, because if he'd been good-ing harder generally, then we'd expect his TS% in those games would be that much better.

My pithy language there might sound insulting and I apologize for that, but the idea that we must knock a player for a general TS% drop in the playoffs regardless of a) better opponents, b) noise, c) tiny effect relative to actual game scores, d) disappearance of the issues in the key games, as playing less good, just doesn't seem like a recipe for zeroing in on what they player was actually doing out there.

Like, if there were infinite universes, each differing based on effective luck, I'd expect that jake in those other universes would be arguing very different things if he used this reasoning, whereas what I'm trying to do is essentially find an approach that wouldn't lead to me disagreeing with other universe selves.

lessthanjake wrote:
lessthanjake wrote:

I got Garnett’s playoff rTS% from the Thinking Basketball website. I’m virtually certain that they compare it to the opponent’s defense’s regular season TS%, rather than any league average.


Okay, that makes sense.

I would point out that generally for any given team they're going to be trying considerably harder on D in the PS than in the RS, and if you don't factor that in in 2004, you'd probably end up concluding that the PS offenses all forgot how to play at the same time, which I would not say is what was going on.

lessthanjake wrote:

The Timberwolves had a -1.2 rORTG in the playoffs, with the rORTG being calculated relative to the opponent’s regular season DRTG. Granted, I wouldn’t say playoff rORTG is a flawless measure (I talked about that some in this thread, with regards to Jokic), but I do think the Timberwolves being a subpar offense in the 2004 playoffs is consistent with what we might expect given Garnett’s offensive struggles.


I'll just reiterate that if you do this for everyone else in the 2004 playoffs, you're going to see similar stuff, and looking to specifically make "Garnett has playoff issues" but not applying that to the whole league doesn't make sense to me.


I’m not sure it’s true that we would expect lower TS% in general in the playoffs. Players do try harder on defense in the playoffs, but players also try harder on offense too. I recall looking at this in general in the past, and I found that regular season TS% and playoff TS% actually tend to be very similar. For instance, while it happens to have been a bit lower in the playoffs that year, it was also higher in the playoffs in the two surrounding years. And, considering that playoff defenses tend to be a lot better than average in the regular season, that means that rTS% tends to be higher in the playoffs. Of course, that isn’t super surprising, because the teams in the playoffs tend to be better offensively. But all of this is to say that I don’t think the intuition that offensive efficiency is lower in the playoffs is actually right, and I think it’s definitely not right when the number I’m keying in on is rTS%.


I don't think players actually coast on offense like they do on defense as a rule, because that's where the glory is.

I'd be interested to see a detailed rTS% perspective on stars to be clear, but over sufficient sample, I'd expect that NBA players underperform by rTS% in the playoffs.

lessthanjake wrote:
lessthanjake wrote:

A couple responses to that:

1. I think there are real differences in how good players are in different seasons and different playoffs in different years, even within their primes. Some of that is just matchup related in the playoffs, and a lot of it is also health. For instance, just because a guy plays in two playoffs doesn’t mean his body was doing equally well both times. There’s also mental factors. People aren’t always as checked in at all times (which I think was probably the case with 2004 Kobe). That said, I do agree that sometimes things are just random.

2. Even if we say Kobe was in his prime and maybe just randomly didn’t have as good of results in the 2004 playoffs as he usually did, I think you’re comparing to Kobe in that particular year and then drawing a conclusion that compares to prime Kobe in general. If he played worse in the 2004 playoffs than he normally did, then there’s ample room for someone to have put up numbers as good as 2004 Kobe specifically while still being worse than prime Kobe in general. To take a fairly extreme example of this to illustrate my point, I wouldn’t say that since Dirk was better in the playoffs than 2011 LeBron, and since LeBron was in his prime in 2011 then we should conclude that 2011 Dirk was better than prime LeBron in general. In any event, I’m not sure it really matters much for purposes of this discussion, since Kobe’s rTS% in that series was better than Garnett’s.


So, where we appear to be diverging is in our perspective on season-to-season variance. Is a player having a relatively down season in the midst of his prime actually not playing like his prime self? or, is he basically the same guy but a confluence of factors is giving him a less impressive footprint?

With Kobe in '03-04 what we can definitely say is that he reduced his shooting volume as part of the team's incorporation of Malone & Payton, and given that a) Kobe's best years are always associated with high volume scoring, and b) the team didn't win the chip and frankly got embarrassed in the finals, it makes sense why none of us are going to talk about that season as if it was his best.

But Kobe was absolutely prime Kobe that year and it doesn't make sense to look at that entire season as if Kobe was, say, injured. What you got from him that year is what is basically what you should expect from any prime version of Kobe placed on a team with Shaq/Malone/Payton and Jackson as coach.

Now to be clear, if I was looking to favor someone else by scoring volume as if that represented a ceiling of what they were capable of, it would be wrong to judge Kobe based on '03-04, but his efficiency was perfectly normal that year by his own standards, and so treating it like "not really prime Kobe" just doesn't make sense to me.

Also to be clear, '03-04 was an anomalous year for Kobe also because he was constantly flying back & forth to Colorado for trial, and you might argue that this made him play worse on the court... but this was the opposite of the narrative. The narrative was about how incredible it was that he could handle that disruption without it seeming to affect his play at all.

k, just summing up here with a broad point:

On the PC board we all know there are various types of threads. One type of thread that I mostly avoid is of the time "How many seasons was X better than Y in the year 2001?". Why? Because I think threads like this effectively encourage people to magnify narrative nitpicks. You'll get stuff like:

1. X in '03 - perfect
2. Y in '01
4. X in '02 - he made that one mistake and his team got eliminated
5. X in '04 - he made that other mistake and his teammates saved him

X was the basically same guy for 3 years, but now we're not just ranking those years, but finding a place for a wedge between seasons based on another player based on little bits of randomness like this, implying that one bad day out of 365 is the difference between better or worse than Y. And while this is literally possible from a value-add perspective, it's quite unlikely that some small moment is determining who contributed more throughout the year.


Okay, so I think my view is that you make a valid point but that you may be taking it a bit further towards the land of homogenization than I think is warranted.

Basically, I think you’re right that we sometimes distinguish between how good a player was in very similar years, on the basis of very small moments that can be pretty random. Such moments may make a player’s year “greater” IMO, because those moments can make a year more memorable or significant. But they don’t necessarily mean the player was better in general. I think you’re right about that, and it’s a good point to make, particularly in a peaks project.

However, I think it’s a bit overly simplistic to essentially define what we think were a player’s prime years and then say differences in performances between those years must have just been randomness. People do actually systematically perform better at things in different timespans than others. There’s just a lot of factors that go into how well people perform at things, including a whole bunch of outside-the-court stuff that affects their focus and whatnot. I’ve certainly not been a professional sports player, but I have done things competitively over the span of years and I definitely think there’s been real ebbs and flows in just how good I’ve been at those things. I assume the same is true of NBA players.

Which is to say that not all prime years are equal, but I agree we should be careful to reflexively conclude that a player was better in one year than another just because of a random moment or two. On the latter point, I get that there’s some tension between that and me basically saying I care about what actually happened in the playoffs regardless of whether it’s potentially a product of variance or not. The distinction I’d make here is (1) I’m not basing my views here on very specific moments, but rather at least entire playoff performances—the playoffs as a whole is subject to variance, but certainly not as much as specific moments are; and (2) as mentioned above, I do think that things that are potentially a product of variance can absolutely still validly affect the “greatness” of a player’s year, even if they shouldn’t necessarily have much of an effect on exactly how good we think the player was. To take a very recent example to illustrate these points, I think the fact that 2025 Tyrese Haliburton made a bunch of game-winning shots in the playoffs would increase my ranking of the “greatness” of his year, even if the fact of making those shots doesn’t really move me much in terms of assessing how good I think he is in general.

Regarding 2004 Kobe, I just want to take a step back for a moment and talk about how this came up, so that I can be sure to respond based on where it matters for these purposes. We were talking about Garnett’s 2004 playoff TS%, and you brought up Kobe to point out that his TS% in the Timberwolves series was similar to Garnett’s and Kobe is considered an amazing scorer. Let’s leave aside for a moment the fact of Kobe’s higher volume, and the fact that Kobe’s rTS% in that series was notably higher than Garnett’s. My point was that the playoff efficiency numbers Kobe put up in 2004 were definitely on the lower end for his prime (regardless of whether that’s just randomness or him being systematically worse than normal that year). If those were Kobe’s playoff efficiency numbers throughout his career rather than being just one year on the low end for his prime, then he wouldn’t be seen as quite as good a scorer as he’s seen in reality. Which I think breaks the logical chain of your point a bit. Kobe’s TS% in the Timberwolves series was similar to Garnett’s, but Kobe is basically considered an amazing scorer in spite of his efficiency in the 2004 playoffs, rather than because of it. Which I think really blunts the point you made.


Re: not going by a moment or two but by entire playoffs. I know you believe that, but I would argue that focusing in on TS% changes as statements of goodness is you essentially saying players are taking "good shots" and "bad shots" based on whether the shot goes in regardless of process is essentially going by moment. The fact that you're using aggregated data over the entire playoffs in your assessment just means you're applying moment-orientation coarsely.

Now, I'm obviously focusing a lot on your choice of words here with "good shot" being such a granular, results-oriented thing, and I think it probably feels like I'm straw-manning you when I do this, so feel free to come back and steel your reasoning so for example when you're saying variance can affect greatness even if it doesn't affect goodness, you can expand on that, but just remember that your previous wording didn't make that distinction. You connect small changes to TS% over small samples to changes in how good a player was playing, and that's why I pushed back as I did.

lessthanjake wrote:
Re: Dirk & LeBron in 2011. Just to address quickly:

LeBron was the better player, but Dirk was the more valuable player.

From a POY perspective, I see Dirk as the clear #1 for the year, but LeBron's value was being held back by the fact that he was playing with 2 stars who fit poorly next to him and then a bunch of scrap and hence, from a goodness perspective, no reason to argue LeBron was a worse player in 2011 than he'd been in 2009 or 2010.

I like everyone else will tend to favor the years in which a guy was able to max out value in this project over the years in which he didn't, but I see it largely as a kind of tiebreak. The fact that 2011 wasn't the most glorious for LeBron doesn't mean we can't do talk about his play that year as prime LeBron.


Yeah, I think I agree with this. However, if we had to rank 2011 Dirk and 2011 LeBron for purposes of a “greatest peaks” project, I’d very easily rank 2011 Dirk higher, because he very easily had a “greater” year, even if LeBron might have still been a better basketball player that year in a vacuum.


That makes sense and continues the distinction between greatness as connected to impact while further removed from goodness.

As I've said though, where this tends to bleed back into the analysis is when we start focusing on granular details to nitpick our lists.

Choosing peak Wade over peak KG is one thing, choosing it with a major focus on KG seeing his TS drop 2-3 percentage points across small sample is another. Are those percentage points the primary reason why KG should drop X number of spots in a greatest peak conversation? If so, then that's letting the tail wag the dog.

lessthanjake wrote:
lessthanjake wrote:

To be clear, I’m not really thinking that Garnett was systematically worse in the playoffs. I just think that in the small but very important sample of the playoffs, his performance wasn’t quite up to the level he was at overall in the regular season. If those playoffs were played over again, maybe that wouldn’t have been the case. But what happened in the playoffs is what happened, and I do see a significant gap between 2006 Wade’s playoff performance and 2004 Garnett’s playoff performance, even though I don’t actually think Garnett was bad at all in the 2004 playoffs. He just was clearly not as good as 2006 Wade, which there’s no shame in.


And what I'd emphasize is that if your judgment over who the better player is ends up focusing on a player's TS% going through pretty typical variance in small sample size, then you might be over-indexing on things a scout would believe it wise to not conclude much from.


On this, I’d emphasize what I said earlier in this post, which is that I’m not using playoff data to make a judgment over who the better player is in general. I’m simply using playoff data to answer the question of who played better in the playoffs. And being better in the playoffs has a lot of independent importance in a discussion about “greatest peaks” even if the playoffs is a small sample that we can’t necessarily extrapolate to answer who the better player was in general. I actually think 2004 Garnett was probably generally a better/more-impactful player than 2006 Wade. But I don’t think he had a greater year, because in the most important part of the year, I think Wade played way above his normal level (dragging his team to a title in doing so), while Garnett played decent bit below his normal level, with the result being that Wade was significantly better in the most important part of the year.


Hmm, here you're back to using misses & makes as a proxy for goodness of play as if goodness of play is a different concept for goodness in general. This is what I am rejecting.

A guy doing his normal muscle memory motion that he makes 47% of the time isn't "doing it right" 47% of the time and messing it up 53% of time, he's just doing his thing 100% of the time, and that's how the ball bounces.

lessthanjake wrote:
Re: Garnett vs Wade. So, I've largely avoided the actual comparison part of this and just focused on the drop in TS% you alluded to, but I'd note that if you'd think the same about Wade > Garnett even if he had the same TS% as in the RS, I don't think that's absurd. I can quibble about other things of course, but the thing that concerns me isn't Garnett losing the comparison, but the idea of putting a lot of focus on changes to TS% that to me seem largely shaped by variance that is actually the norm in how basketball stats look.


I suspect my general reaction to this is probably obvious from my above responses. In terms of discussing 2004 Garnett and 2006 Wade in the playoffs, I’m concerned with what happened in the playoffs for its own sake rather than as a way to extrapolate a view on the two players’ general goodness, so I’m not really all that concerned with whether the playoff performances were shaped by variance or not.

But yeah, I imagine I would think 2006 Wade > 2004 Garnett even if we upped Garnett’s playoff TS% a bit. If we also increase Garnett’s per-possession volume to be in line with the regular season and decrease his turnovers to be in line with the regular season, then suddenly it might become a tougher question. Not because I think that’d make 2004 Garnett’s playoff performance as good as 2006 Wade’s. I don’t. But I think 2004 Garnett was better in the regular season than Wade was so if the playoff gap got small enough, then I could put 2004 Garnett ahead.


Yup, I'll skip this and head to the finale rather than repeating what I've said above, and just emphasize again that I'm sorry for anything that felt insulting coming from me.

lessthanjake wrote:
Re: Duncan better suited to produce 3's for his team because of gravity. So I get the concept, but I don't think the WOWY stats back it up. I'll try to find data later today if someone else doesn't do it first.


FWIW, according to PBPstats, the 2002-2005 Timberwolves had a 14.02% 3PAr with Garnett on the court, and a 16.52% 3PAr with Garnett off the court. So they did attempt fewer threes with Garnett on the court. To be fair, the Spurs in those same years had a bit higher of a 3PAr with Duncan off than on too (19.20% with Duncan on and 20.69% with Duncan off). All of this suggests that there’s more to the 3PAr of these teams than just Garnett and Duncan, but also that Garnett probably had a bigger negative effect on his team’s 3PAr than Duncan did.


Okay good, PBPstats is a great thing to look at here.

I would start my analysis though looking to see the WOWY effect on each of the teammates rather than the team as a whole because when a star is 2-point-oriented and shoots at volume, the team will probably shoot less 3's when he's out there. And of course, back then, all these stars were 2-point oriented.

So in '03-04, here were the main 3-point shooters by volume in the regular season on the Wolves:

1. Sprewell
2. Cassell
3. Hoiberg
4. Hudson
5. Wally

Now their personal 3PAr with and without Garnett:

Sprewell: 25.3 & 14.1
Cassell 14.7 & 14.1
Hoiberg 46.7 & 39.6
Hudson 43.5 & 26.3
Wally 24.4 & 12.9

So we can see that all of these guys are more 3-point oriented with Garnett than without him, and some of them by quite a lot.

What about their 3P%?

Sprewell: 34.8 & 15.4
Cassell 40.4 & 36.0
Hoiberg 38.1 & 65.8
Hudson 40.4 & 40.0
Wally 45.5 & 38.5

Here the results are in some ways less clear cut. A naive interpretation of Hoiberg would give the impression he's the GOAT 3-point shooter whenever Garnett's not playing, but that's obviously just sample size.

On the other hand, Sprewell shot by far the most 3's on the team, and he was way higher by both 3PAr & 3P% with Garnett on the floor, so while the explanation for what happened may be more complicated, we can say pretty clearly that Garnett wasn't holding back the most significant 3 point shooter on the team (Spre).

If I do the same thing for the '02-03 Spurs with Duncan:

Main 3 point shooters:

1. Jackson
2. Parker
3. Bowen
4. Ginobili
5. Kerr

3PAr with or without Duncan:

Jackson 37.0 & 33.1
Parker 23.5 & 22.1
Bowen 48.6 & 40.8
Ginobili 38.4 & 34.5
Kerr 53.3 & 39.3

and 3P%:

Jackson 30.2 & 40.8
Parker 32.7 & 41.4
Bowen 44.5 & 40.0
Ginobili 29.6 & 47.5
Kerr 40.4 & 37.1

I don't know about you, but to me if anything, Garnett seems to be having more of an effect on shooting accuracy.

Zooming out qualitatively to the theory behind Duncan being the more beneficial player for his 3-point shooters:

If I'm understanding your perspective, I'd expect the reasoning is that low post should have more gravitational capacity than high post due to being further from the 3 point line.

While that makes sense to me, something I'd note is that when we talk about great big man passers, we're generally talking about guys playing high post (they may play low post oriented too, but not in their big passing years). Prior to the 3 the reason for that was pretty clear: a) Easier to get the ball to the high post, b) Less clogging of space by basket, and c) the high post is the epicenter of the half court which maximizes passing angles.

While the new focus on the 3 gives us the possibility of that changing things, I'm not sure I see any evidence it has. While Jokic does post up gradually getting closer to the basket, and when he gets close he can throw great passes out to the perimeter, he's primarily a high post guy, and his forays to the low post are more about taking advantage of what the defense gives him rather than being dependent on being down there so he can make shots.

Additionally, while low post gravity is certainly a thing and has the unique benefit spatially of potentially giving all the perimeter players an open shot, the man who is synonymous with gravitational impact is Curry, and that's now how his gravity works. Curry's gravity is mostly about pulling the defense to one side - making the strong-side defense have to fortify itself to be super-strong, and there by leaving open space on the other side of the half court which gives both open 3's and lay-up opportunities.

I'll head over to nbarapm's 6 factors now for a bit, but will note that I'm using their 4Y data as the primary. Not trying to cherry pick - it's just that while I think the WOWY style of play factors can be seen quite well with a single year, anything with regression would be better with more years.

So with the 6 factors, I want to emphasize the Off TS Val & Off TOV Val impact. The first is the more important factor generally, and the more tied to that player's passing, but the latter is important, and is particularly noteworthy when talking about players who typically look to plant themselves in the paint and rely on teammates to give them the ball.

So for KG, if I use the 2006, which would mean '02-03 to '05-06, Garnett has values of +4.3 & +1.3 respectively for the stats, and adding them together yields a +5.6.

For TD, it's more complicated because his TS peak is in the 2003 study but his TOV peak is a tie between 2008 & 2013. But I can say that the 2003 study represents his overall peak.

So for TD, if I use the 2003, which would mean '99-00 to '02-03, Duncan has values of +2.8 & +0.4 respectively for the stats, and adding them together yields a +3.2.

So +5.6 is a lot bigger than +3.2, and just from a RS perspective, I don't see these guys in the same tier at all in these categories. It's possible the PS is drastically different, but I don't think that's likely.

And yeah, all this relates to why I furrow my eyebrows when people imagine the Spurs playing Duncan like Jokic in today's game. You have a guy who is not your best ballhandler, shooter, or passer, and playing through him means risky passes that turn you over, but you want him run the offensive scheme through him anyway. Why would you do that? Just because he won chips decades ago playing volume post scorer on a team that won with defense? Not a line of reasoning that resonates with me.

Okay, let me hit one other set of stats I got from TB - just KG related:

From 2002-04 in the RS for KG:

Team TS% with KG on: 53.4%
Team TS On-Off wrt KG: +4.5%
Mates TS On-Off wrt KG: +4.1%

So, better with KG out there, mostly because his teammates shoot better with him out there.

Same time frame but PS:

Team TS% with KG on: 53.6%
Team TS On-Off wrt KG: +8.1%
Mates TS On-Off wrt KG: +8.9%

So, slightly better TS% compared to in the regular season in KG"s minutes, but much bigger WOWY indicators for KG.

This painting more of the same picture that there's really not a reason to demand an explanation for underachievement with KG by any of this data. HIs teams did well with him in both RS & PS, it's just that in the PS they eventually got eliminated, and since that happened every year rather than just most years (like it is for other superstars), we feel a need to explain why something NEVER happened by saying it COULDN'T happen and end up moving KG down a tier based on tiny pieces of data that we really wouldn't want to stand behind when push comes to shove.
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Doctor MJ
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Re: Top 25 peaks of the 2001-25: #3-#4 Spots 

Post#180 » by Doctor MJ » Thu Sep 4, 2025 6:42 pm

Joao Saraiva wrote:A way to look at this from a simple statistical lense.

2003 Timberwolves with Garnett: +5.9
2003 Timberwolves without Garnett: -18.2

2006 Lakers with Kobe: +4.7
2006 Lakers without Kobe: -9.0

Garnett appears to be taking a worse cast and bringing them to higher-heights than Kobe did. Now, you have your own preconceived notion that the most lift is going to come from this volume scoring wing who can score 81-points against a lottery team. But the data doesn't actually fully back-up your preconceived notion.

Westbrook looks like Kobe, not Garnett, in this regard.

2017 Thunder with Westbrook: +4.0
2017 Thunder without Westbrook: -8.7

2006 LeBron resembles both Kobe and Westbrook as well.


That is just on and off. It can be the effect of Lamar playing with the 2nd unit for example.[/quote]

So, you gonna take the conversation further by giving more sophisticated data analysis after you give a putative justification for why the data that doesn't match your expectations might be misleading, or just take the possibility that the data might be misleading as proof that your prior opinion is right?
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