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Best statistical playoff scorers based on exact possession counts and defense adjustment (2001-24)



pbpstats.com offers exact possession counts and exact TS% calculations – sources like basketball reference estimate both figures. The nice thing about basketball reference is those estimates go back to the pre-play by play era, but in this case we'll just look at recent NBA history.

Using this data, I calculated the following metrics for each player's postseason career:

  • Points Per 75 Possessions: Simply the total points they scored divided by the total possessions they were on the court for, multiplied by 75 to give us a nice looking number. Why are we adjusting for possessions? Different teams play at different paces, different years had different average paces, players might get fewer minutes because of a blowout or because of an injury, etc… all this stuff impacts PPG. For this, I am interested in what happens at a posession level.
  • Defense-Adjusted rTS%: Relative true shooting is typically calculated as a player's TS% minus league average TS%. This is practical for the regular season, but with limited opponents in the postseason, I think the TS% allowed by the teams you faced is more important. So for this study, we calculate rTS% as a player's TS% minus the TS% allowed by the opponent in the regular season. If you Player A plays a playoff series against an elite defense and Player B plays a playoff series against a trash defense, this should be accounted for.

This was mostly automated but I had to pick players one-by-one to do the calculations for. Of the players I chose, here are those with at least 5000 possessions played, sorted by PP75.

PlayerGPPP75rTS%
Nikola Jokic8027.76+5.18%
LeBron James28727.67+5.37%
Giannis Antetokounmpo7927.51+1.86%
Kevin Durant17027.49+5.47%
Kobe Bryant17027.00+2.38%
Stephen Curry14726.52+5.98%
Dirk Nowitzki14524.52+5.00%
Russell Westbrook12224.42-3.46%
Damian Lillard6524.19+1.82%
James Harden16623.94+4.33%
Dwyane Wade18323.79+2.02%
Jayson Tatum11323.47-0.38%
Kawhi Leonard13923.30+7.40%
Tim Duncan22522.42+1.82%
Jimmy Butler11921.78+1.95%
Chris Paul14921.24+3.67%
Paul Pierce17020.54+2.89%
Kevin Garnett12720.29+0.50%
Steve Nash11218.67+5.43%

Here's a plot to go with it because that might be too many numbers tbh.

Here are the players I initially chose who didn't meet the 5000 possession minimum, but I thought were notable enough players to check. Completely arbitrary selection, though. Let me know if you want someone else’s numbers and I may deliver.

PlayerGPPP75rTS%
Luka Doncic5030.67+1.50%
Donovan Mitchell5428.57-0.79%
Allen Iverson5327.49-2.49%
Joel Embiid5926.94+1.44%
Anthony Davis6025.58+6.08%
Jamal Murray6524.07-0.08%

Note that for older players like Kobe Bryant, full postseason careers are not included because the earliest season with this data is 2000-01. I excluded some great players like Shaquille O'Neal because too much of their prime would've been excluded for it to really be fair – I think everyone here has their prime fairly captured, though.

by LeBronRaymoneJamesSr

3 Comments

  1. BurnCollector_

    Kawhi in a tier of his own for your rTS% metric.

  2. What this tells me is that top tier scorers are way more efficient today, even against good defenses, than previous era. Look at everyone who came after 2010, basically… 5%+ , everyone before 2010, i.e.pierce, Duncan, Kobe, etc… under 5%.

  3. AD mad underrated. His playoff scoring numbers here look as good as anyone while being by far the best defender on this list, and arguably the best rebounder too.

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