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[@KasperStats](/creator/twitter/KasperStats)
"To be clear they're making it look like they're claiming accuracy in the measurement process to the TEN BILLIONTH of a foot"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1945107011860926872) 2025-07-15 13:03:44 UTC 2397 followers, 2.1M engagements


"I have zero doubt they did NOT intend to present it this way it's just when you're storing a decimal number you might as well store as much of it as you can. but it woulda been a non-issue if they just said "470.5 and 470.6""  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1945129018870698481) 2025-07-15 14:31:11 UTC 2393 followers, 62.7K engagements


"@notgaetti Everyone should be like Sandy Koufax -- XX complete games in back-to-back years (Don't look at what happened to him after or why those were his last two seasons or why he only pitched XX years)"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947657571114094619) 2025-07-22 13:58:45 UTC 2396 followers, 6494 engagements


"People will believe ANYTHING rather than face the fact that pitching has just outpaced hitting over the last XX years. (Apologies for the profanity in the quoted tweet)"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947655993766400137) 2025-07-22 13:52:29 UTC 2396 followers, 66.8K engagements


"@BigBlueLukeE It's absolutely true that the modern approach has lowered BA as well but people see the decline in BA as an *inherent* problem rather than just a symptom of a recognition of how runs are actually scored"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947687747898298770) 2025-07-22 15:58:40 UTC 2393 followers, 1360 engagements


"The goal of analytics isn't entertainment but winning and there's unfortunately a significant divergence between the two"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1948455052047450141) 2025-07-24 18:47:39 UTC 2399 followers, 6678 engagements


"I missed @RealCJ10's 400th career home run because I was in line with my Dad buying pizza"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1948447357386829852) 2025-07-24 18:17:05 UTC 2396 followers, XXX engagements


"I think winning is the most important metric in baseball and teams should exploit every competitive edge and advantage (that is legal moral ethical and within MLB rules) in order to win more ball games"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1948479201394524379) 2025-07-24 20:23:37 UTC 2399 followers, 15.5K engagements


"From the exact same 10-year dataset R-Squared with Runs per Game: OPS: .863 O2PS: .853 O3PS: .836 O4PS: .821 OP2S: .858 OP3S: .852 OP4S: .848 It really legitimately is magic"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947506519421161477) 2025-07-22 03:58:31 UTC 2379 followers, 18K engagements


"It's probably time the correlations list got updated so here we go XX years of MLB seasons (300 team-seasons of data) spanning 22763 games and over XXX million pitches. This shows the relative impact that various stats have on a team's ability to score runs"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1946828722025226432) 2025-07-20 07:05:12 UTC 2399 followers, 217.1K engagements


"@LeeTrocinski Analytics nerds get accused of "math over winning" all the time and it turns out all along we're the ones who care about winning"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1948421745083318600) 2025-07-24 16:35:18 UTC 2399 followers, XXX engagements


"@eldiesel87 @notgaetti I already said I'd rather be Koufax a million times out of a million. I'd give it all for my team and put everything on the line. All I'm saying is can you be surprised that MLB teams DON'T encourage that when many of their players represent 8- to 9-figure investments"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947852843496489127) 2025-07-23 02:54:41 UTC 2396 followers, 3850 engagements


"@werter34r This is a great point yes -- just because something doesn't correlate well to runs/game doesn't mean it's a *bad* stat especially things like BB % or exit velo. I included some of those for some variation but things like exit velo and other peripheral metrics shouldn't"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947309291800506628) 2025-07-21 14:54:49 UTC 2377 followers, XX engagements


"@Daviscornell2 @GreatWhite85 @RyanGarciaESM To be fair there are much worse stats they just weren't included -- and this is TEAM-specific as well. but when I've done player-specific correlations between contact % and OPS it's very clear that how frequently you put the ball in play has no impact on productivity"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947340150163243066) 2025-07-21 16:57:26 UTC 2393 followers, XX engagements


"@sunshinevvn I'll look into that I've gotten some great suggestions and I have some I want to add so I'll put that on the list :) I also want to correlate it to Runs/PA instead of Runs/Game"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947520882420674809) 2025-07-22 04:55:36 UTC 2379 followers, XXX engagements


"@werter34r I'm writing a pretty long-form and in-depth article that'll come out (hopefully later this month) and it talks about how a lot of those peripheral metrics (exit velo launch angle etc.) can't correlate well to things like RUNS because there's so much noise and the distributio"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947313202942881801) 2025-07-21 15:10:21 UTC 2375 followers, XX engagements


"i mean i've been eating a ton of McDonalds this week and feelin' chunky but i guess i could post the 6-pack if you guys REALLY wanted"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1948417422295204319) 2025-07-24 16:18:07 UTC 2399 followers, 1074 engagements


"@BravesStash Here's an example of what I mean -- OPS outperformed AVG as a predictor of run scoring in XX straight seasons even before OPS existed as a concept. The game DEFINITELY changed in this time span (imagine guys from '72 playing guys in 2022 😂) but the important metrics didn't"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1939704482520035802) 2025-06-30 15:16:01 UTC 2379 followers, 20.5K engagements


"@werter34r And the other reason I like including the xStats is not that their main goal IS to correlate to real results but rather to show that things like xwOBA STILL correlate higher than say batting average"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947310579607105937) 2025-07-21 14:59:56 UTC 2375 followers, XX engagements


"@dren_braves That's the reason I left off things like "RBI per game" and stuff like that but I included wRC because it's basically a projection from wOBA and a whole bunch of other stuff so it *really* is not based at all on real runs yet manages to come incredibly close"  
![@KasperStats Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3185506537.png) [@KasperStats](/creator/x/KasperStats) on [X](/post/tweet/1947515596947726502) 2025-07-22 04:34:36 UTC 2379 followers, XX engagements