Official 2023 Chicago Cubs Season Thread Vol: (17-17)

Record by month

April: 12-8
May: 14-14
June: 14-13
July: 15-12
Aug: 19-9
Sept: 19-9
Oct: 1-0

Pre All Star Break: 47-40
Post All Star Break: 47-25
 
Keep the updates coming CP. BTW I gotta keep an eye on this Chester guy. he just pops up in the cubs thread like everything is cool. HAHAH
 
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Off these, Arrieta is 2nd, 1st, and 2nd in the 3 main categories, the only one of the 3 that can say that.

You're using wins though... wins... you're better than that CP. I know you're trying to get as much push for your guy. Wins though, leave that stat for the schmucks.

:lol: @ Chester, he went full Mamba.

Just tossing WAR in the mix:

1. Greinke 8.9
2. Arrieta 8.4
3. Kershaw 7.3

...and that's baseball reference, if you go with the one the nerds prefer, Fangraphs:

1. Kershaw 8.4
2. Arrieta 7
3. Greinke 5.7 (tied w/ Scherzer)

It's a tough call, Kershaw isn't getting it though, simply because a lot of voters are still in love with old metrics and "WINS", he also had a slow start and the bar is extremely high for him now. Anything short of a 1-2 run game is a bad start for him. Plus the playoff thing... :lol:
 
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I posted a pic from Twitter, how do I have anything to do with Wins? :lol:

Arrieta has tonight, if he pitches well, he could elevate his WAR more, decrease his ERA, and up the rest of his totals. (If all goes well)

The Dodger guys will split votes and Arrieta will likely win the award. Unless tonight changes things.
 
I think Arrieta gets it, despite not leading in any significant category. Because Wins.

Plus Kershaw and Greinke are going to split votes.
 
Most Major League Baseball fans are familiar with Addison Russell. The Oakland A’s selected Russell in the first round of the 2012 draft, and he became one of the best prospects in all of baseball before his trade to the Chicago Cubs for Jeff Samardzija and Jason Hammel at the trade deadline last season. His call-up in April was a bit of a surprise, and despite his prospect record, his mediocre batting line, higher profile teammates, and a pair of rookie shortstops in the American League have left Russell in relative anonymity. Russell’s play has not forced anyone to take notice, but playing a full season at his age is an accomplishment in and of itself.

While most people know Russell, it would be fair if they weren’t keeping up with his progress this season. A 21-year-old top prospect would normally receive a lot of attention, but recording his own debut within days of teammate, uber-prospect and likely Rookie-of-the-Year in Kris Bryant rendered Russell’s arrival less newsworthy. Russell has also been overshadowed by a pair of 21-year-old shortstops from the American League, as Carlos Correa and Francisco Lindor have both exceeded a 130 wRC+ in over 400 plate appearances. Russell, on the other hand, has yet to distinguish himself at the plate: he’s hitting just .237/.301/.384 with an 87 wRC+ this year, and has struck out in more than 28% of his plate appearances.

Russell announced himself as a top prospect just one year out of high school as a 19-year-old in High-A Stockton in 2013, slashing .275/.377/.508 that season with 17 home runs in over 500 plate appearances. A hamstring injury limited him to 68 games in 2014, but that did little to dampen his stock as a prospect, with Kiley McDaniel ranking him third in all of baseball before this season. Of Russell, McDaniel wrote: “He’s got big bat speed, a solid approach, great plate coverage and the raw power to punish mistakes.” McDaniel indicated that Russell could stay at shortstop for the next five to seven seasons, and figured he would spend most of 2015 at Triple-A.

When Russell was promoted on the heels of Bryant’s own promotion it came as a bit of a surprise. The Cubs already had a starting shortstop in Starlin Castro, and though Russell was highly regarded, he was just 21 years old and had recorded only 321 plate appearances above Single-A. The projections for Russell were modest: ZiPS giving him a .243/.302/.404 line. Joe Maddon slotted Russell in the ninth spot in the order and gave him most of his playing time at second base. At the plate, the results were not positive. Russell hit just .226/.296/.354 with a wRC+ of 79 and struck out in 31% of his plate appearances, a big increase over his strikeout rate of 21% in the minors. Despite the struggles, the Cubs stuck with Russell, then moved him to starting shortstop. That faith has paid off in the second half.

Russell has not made the same leap as fellow youngsters in Correa and Lindor, but his hitting has improved and he’s the only one of the three to play a full season in the majors and qualify for the batting title. Russell became the starting shortstop near the beginning of August and, in the second half, he’s improved his offensive numbers to .249/.308/.418 (good for a 96 wRC+) and lowered his strikeouts to 26% without needing his line fueled by a high BABIP. (It’s remained a near-league-average .313 in the second half.) Among qualified shortstops, Russell’s .147 ISO this season ranks fifth out of 21 players. And while his numbers don’t jump out screaming to be recognized, shortstops on the whole this season have produced just an 87 wRC+ collectively — right in line with Russell’s year.

If he makes a start at shortstop for the Cubs in the playoffs it would be a rarity. In the last 40 years, the only player younger than Russell to start at shortstop in a playoff game is Edgar Renteria, per the Baseball-Reference Play Index. Renteria went on to hit the game-winner hit in Game 7 of the 1997 World Series for the Marlins. The chart below shows the rest of the players who have made starts younger than Russell will be next Wednesday when the Cubs play in the Wild Card game.

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At just 21 years old, Addison Russell has produced a rookie season nearly many peer. Since the end of World War II, only 101 players have even qualified for the batting title at age 21 — and only 21 of those players were shortstops. Russell is just the eighth shortstop in his age-21 season in the last 30 years to qualify for the batting title. Not surprisingly, the results of that group have been mixed.

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Russell’s WAR is propped up by fantastic defensive numbers. We are a bit early in Russell’s career to take those numbers on their face, but given his scouting reports, it is reasonable to believe that Russell is at least above average at the position. As a group, the players above improved a year later, bringing their average wRC+ up to 99 and and their WAR up to 2.9 in their age-22 seasons. Don’t worry too much about Alex Rodriguez skewing the stats upward, either, as Mike Caruso put up a 46 wRC+ and -2.7 WAR in 1999 and canceled out Rodriguez’s eight-win season for averaging purposes. The most recent of this select group was Xander Bogaerts just last year.

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Bogaerts has had an interesting sophomore season, exhibiting less power but exchanging it for contact, as his strikeout rate has dropped to 15%. A .376 BABIP has helped Bogaerts to a wRC+ of 112 — and with very good baserunning and decent defense, his WAR is over four on the season. At least in the near future, Russell seems less likely to have a drop in power. Unlike Bogaerts last season, Russell’s second half has been a big improvement over the first.

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Russell has dropped his strikeout rate from 31% to 26% while at the same time improving his power. After producing a .125 isolated-power mark (ISO) in the first half, he’s recorded a .169 figure since the All-Star break. Given the relatively small samples, we do not want to overreact to second-half splits and assume improvement, but given Russell’s minor league record and the high regard he’s received from prospect evaluators, it looks like Russell’s best days are ahead of him.

Russell might not be having a season that garners a lot of attention, but given his age and the important role he’s playing on playoff team, he’s having a commendable year. Russell is not the best rookie on his team nor is he the best young rookie at shortstop, but Russell has played an important role in the youth movement that has ended the Cubs’ six-year playoff drought. On a club seeking to make history, by starting at shortstop next week, Addison Russell will be looking to make some history of his own.
 
I think Arrieta gets it, despite not leading in any significant category. Because Wins.

Plus Kershaw and Greinke are going to split votes.

Voters already proved they can vote without worrying about Wins. See Felix 2010.

As for leading or not leading, tonight he will tie for 1st with 33 Starts, 4 Complete Games, 3 Shutouts, a No-Hitter, Hits per 9, and HR per 9 along with Wins.

2nd in ERA. 2nd in WAR (either one) 2nd in innings, 2nd in FIP, if he gets 5 K's tonight, he'll be 3rd in K's.

The leaders and 3rd in most of that flip back and forth between Kersh and Greinke. Meaning with ease they split each other's numbers, not to mention the impact of having them back to back.


And if we get technical, to close out the year, I mean..........Jake has been hands down the best pitcher in baseball.

Since the end of June, he's 15-1, and the 1 was when the Cubs were No-Hit by Hamels. That's his ONE loss in 3 months. With like a .80 ERA. No one is matching that stretch, in the history of the sport.


(*waits for him to get shelled tonight and ruin everything* :lol: )
 
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Back in April, if you would have told me that the Chicago Cubs would own 93 wins I would have called you crazy. Before the season began there were plenty of folks—myself included—that believed they would make the playoffs, but over 90 wins? That would be ludicrous! Not to mention those wins were just good enough to take the second wild-card spot by 10 games.

Obviously it wasn’t that far-fetched, as the young Cubbies—Act[ing] a Fool (1) up in the National League—told other teams to Get Back (2) on their way to their first playoff-berth since 2008. For those of you keeping track at home, that is two Ludacris puns. I know, I know, How Low (3) can I go. No, no don’t Runaway, Love (4). I’m about to Roll Out (5) some Beast Mode (6) Kris Bryant stats.

Speaking of the Chicago Cubs and Kris Bryant, the Chicago Cubs rookie 3B/OF Kris Bryant has been a huge part of their offensive success. Much like the Cubs themselves, there existed significant questions this offseason about whether Bryant was ready for the main stage. How would he react? Would the teams’ (successful) attempt to hold him down and give him Super-Two status work? The most important question, though, was whether or not Bryant could live up to the hype.

It is only a couple of days away from the end of his rookie campaign, meaning we finally have answers! The verdict is in, let’s see how Bryant did!

Where he excelled

Hitting

The hype that surrounded Bryant was focused a good bit on the youngsters’ ability to not only hit a baseball, but hit it far. In 594 plate appearances last season between AA and AAA, Bryant slugged 43 homeruns and en route to posting a .335 ISO. The power existed in the minors, but a .472 wOBA and a 192 wRC+ would further imply he was simply a good overall hitter (this we already knew). So how would it translate to Major League Baseball?

Well, in his 636 plate appearances this season Bryant has been impressive:

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It should be clear that Bryant was able to hang with the best of the best as far as National League hitters go, which is something that isn’t always easy for hitters to do in their first taste of the big leagues. In fact, only seven hitters have been better (in terms of wRC+) than Bryant—Bryce Harper, Joey Votto, Paul Goldschmidt, Andrew McCutchen, Anthony Rizzo, Buster Posey, and Matt Carpenter. Obviously, there is no shame in trailing the hitters on that list.

In terms of all-time (or at least wRC+ among the 236 rookies w/ 300 PA since 2000), Bryant is seventh—nestled between Austin Kearns and James Loney.

Base Running and Speed

In all honesty, I think this is a part of Bryant’s game that people most often forget or gloss over. He is not the fastest player in the league, but he is definitely above average. When it comes to being a good base runner, speed helps but it is not the only factor.

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As you can see, Bryant is better at running the bases as opposed to stealing them. Overall a 6.5 BsR has him tied with Jason Heyward for best non-Billy Hamilton base runner in the National League this season, but most of that total is derived from his ability to not become a double play (wGDP) and take the extra base (UBR).

Good base running is extremely valuable to a team, especially when it is generated from a young player. Would you rather have a young player who can steal or a young player who knows how and when to take the extra base? Personally, I would take the latter. Lest we forget that Bryant is 13 for 17 in stolen base attempts, and stealing a base 76.5 percent of the time you attempt to is always a good thing.

So how does all this translate on the field? Well, it is plays like this:

Areas of Interest

So while Bryant succeeded in his first season in two large facets of his game, there are some areas that definitely stirred up some interest. The first is an area that will likely improve the longer he plays big league ball, the second has been one of the big questions about Bryant all along.

Plate Discipline

One thing that is often synonymous with younger players is the desire to swing freely more often than not, we know plate discipline generally improves with age. Whether this is true for all young guys is left to be researched, but in this case Bryant falls under that category. This season he has struck out 30.7 (!!!) percent of the time, which falls behind only Randal Grichuk (31.1 percent) and Michael Taylor (31.2 percent) for the highest strikeout percentage in the NL—but that isn’t all. Making contact only 66.3 percent of the time, Bryant also owns the second lowest contact percentage in the NL. That isn’t a great thing for a player to do when they swing at 73.4 percent of the pitches they see inside the strike zone, which is well above league average.

So even though his contact is low, he still swings at good pitches—as a below league average O-Swing percentage and an 11.5 walk percentage would imply. That is probably a good indicator that Bryant does see the strike zone well.

For now we don’t see any repercussions of such a low contact rate likely because of the .381 BABIP he is sporting. That means that the baseballs that do go into play when he makes contact often fall for hits. For most hitters a .381 BABIP is simply unfathomable, but Bryant has been able to maintain a high BABIP at every minor league level he played at. It could be that, since Bryant doesn’t sacrifice anything on his swing just to get a hit, when he does put a ball in play it is the best contact he can offer. Those type of balls in play, in turn, go for more hits. In a sense, Bryant isn’t going to put a ball in play that isn’t meant to do some serious damage or just to avoid a strikeout.


That means that Bryant won’t put a Nori Aoki-esk swing on a ball just so that he can put a ball in play. By not sacrificing on his swing, he is displaying a will to put better contact on the ball no matter the cost. This better quality of contact can be seen in the 37.6 Hard%, which is tied for 13th in the National League. But what if Bryant were to strikeout less and increase his contact?

The more Bryant plays the better he will get at putting great contact on a greater amount of pitches, so it is possible that in the future we will see an increase—albeit not dramatic—in contact. In turn, that would lower his extreme strikeout percentage. If he were to make more contact just for the sake of making more contact it would, obviously, bring down his strikeout percentage—but at what cost? He would hit more singles, but he could also diminish his overall contact quality. Meaning he could get a couple more hits out of it, but in general he would do less damage than he is now.

Fielding

When Bryant first was rumored to be called up, there was some legitimate questions about his defense. Theo Epstein even cited it as one of the main reasons for his extra time spent in Iowa to start this year. From the Ken Rosenthal piece in March:

"As I told Kris last September and again at the start of spring training, we view him as nearly big league ready," Epstein said. "The remaining area for improvement is his defense — something Kris agrees with.

In April our Matt Jackson questioned whether Bryant was too tall for third. Then in June Joe Maddon talked with ESPN’s Jesse Rogers, and Bryant’s defense—along with Addison Russell’s. Clearly defense has been a hot topic for the man who has manned the hot corner for a large part of this season.

The oddity here is that, defensively, Kris Bryant was around average at third base this season. With a 3.5 UZR/150, Bryant ranks as the sixth best defensive third baseman in the National League this year out of the 16 guys with at least 500 innings at the position. Not to mention his 6.8 RngR (UZR range component) is behind only fellow NL Central third baseman Todd Frazier (8.9) and fellow rookie Matt Duffy (6.9). When using DRS, however, Bryant makes out to be even more of an average third baseman. With a DRS of one and a rPM of 2, both his overall defense and range rate out lower down when compared to the rest of the league than pegged him.

Bryant, who was the rated the Best Defensive 3B in the Pacific Coast League last season, could still stand to improve this aspect of his game. While it wasn’t as faulty as you might think, a -2.8 ErrR scored him the lowest such total in the National League—meaning he commits more errors when compared to a league average player. Although the reasoning for that might be because his excellent range allows him to get to baseballs a league average third baseman normally wouldn’t. Defense is an area for Bryant that is not quite as refined, but just imagine how much better he would be overall if it were to become an integral part of his game.

Verdict

So, with three games left in his rookie regular season campaign, has Kris Bryant lived up to his lofty expectations? Undoubtedly, yes. If it isn’t the fact that he has been crucial to a Chicago Cubs team that is finally back in the playoffs, than it is where he stands among the rest of the National League. In terms of fWAR, Bryant’s 6.2 total leads all rookies in Major League Baseball (with second place Matt Duffy trailing by 1.3 wins). When compared to the National League, the rising superstar ranks fifth behind Bryce Harper, Joey Votto, Paul Goldschmidt, and A.J. Pollock.

It isn’t a stretch to say this won’t be Bryant’s first taste of the playoffs. The team that Theo and Jed Hoyer have built is more than capable of an extended stay at the top of the NL Central standings. It also isn’t a stretch to say Bryant has lived up to his expectations in his first season—and then some. The future looks bright for the Chicago Cubs P-Poppin (7) third baseman.

--All offensive ranks contained 127 National League players with at least 300 PA following Wednesday's games.

--All rookie ranks contained 31 MLB players with at least 300 PA following Wednesday's games.
 
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If you are even on the periphery of Cubs fandom at the moment, there’s a good chance you’re aware that Jake Arrieta is having an absolutely brilliant season on the mound. I don’t really need to go over the numbers yet another time, but here’s the deal: he’s good. But I don’t want to talk about how good Arrieta has been this summer here; I mean, I do, but that’s not what I’m here to talk about right now.

We’re in an era of hypersensitivity when it comes to how arms are handled in the big leagues. When Arrieta tossed a complete game to earn his 20th victory of the season 10 days ago, there were some who were concerned that the Cubs’ workhorse might have thrown 123 pitches unnecessarily, thereby putting himself at increased risk of injury. In particular, some observers I spoke to were bothered by the fact that Arrieta was allowed to reach that pitch count solely in order to be on the mound when the final out was recorded.

In all honesty, I understood the complaint at the time and still do—it felt valid. The Cubs were, after all, leading by four runs through eight innings, and they were facing a Milwaukee Brewers team that was not only without Ryan Braun and Jonathan Lucroy, but also had Khris Davis batting cleanup. Blowing the lead was hardly a worry—Maddon admitted as much after the game—and so, for the ‘pitch counts are dangerous’ crowd, it felt excessive to bring Arrieta—at 108 pitches after eight—out for the ninth inning, just so he’d be able to celebrate with his teammates on the field after reaching a milestone win.

Like I said, I understand the complaint. I also think that it’s simplistic. While I don’t love that Arrieta was out there simply to be a part of a moment, I think that there’s a more nuanced discussion to be had here than just suggesting that there was no justification for extending his pitch count to the level it reached. As I pondered this while heading down to Maddon’s interview after this game, there were two thoughts I couldn’t get out of my head: (1) did Maddon feel he had a legitimate reason to keep Arrieta in that game? And (2) just how bad, actually, is throwing that many pitches for an arm—not just for any pitcher, but for Arrieta in particular?

To answer this question, I enlisted the help of two other journalists who have carved out quite the niche for themselves in trying to better understand pitchers, their arms, and the hows, whats, and whys that lead to pitcher injuries (or help keep them healthy). Via email, I contacted Yahoo Sports baseball reporter Jeff Passan, who has spent the last few years researching and accumulating information for his upcoming book, The Arm. I also spoke with Baseball Prospectus’s very own Russell Carleton. Carleton has a Ph.D. in Clinical Psychology (you’ll understand why this is relevant shortly) and has been writing about pitchers, pitch counts, and their health for the past half-decade at BP.

In addition to speaking with Passan and Carleton, I touched base with numerous other people in baseball who I thought might have something insightful to say about the topic. Those conversations, of course, also helped to shape my opinions as I researched this article. Armed with their insights, the thoughts passed along to by Carleton and Passan, and quotes from Maddon and Arrieta themselves, I’m going to tackle each issue that I think is relevant with regards to Arrieta tossing 123 pitches while earning his 20th victory of the season.

Pitch Count, Baby, It’s All About the Pitch Count

“Believe me, I’m aware of pitch numbers, pitch counts, pitch whatevers; I’ve always been,” Maddon said. “I’ve done this for a while.”

There’s more to this quote, but I’m leaving it out for now; it’s something I want to dive into later in the piece. However, let’s be clear, Maddon is no dummy. He’s aware that pitch counts matter and, rest assured, he’s aware of the data out there.

Here’s some of that data: Carleton once wrote that once a pitcher gets to 115 pitches, he’s entered a danger zone of sorts. It was clear, therefore, that putting Arrieta in for the ninth was going to get him past that magic number, but Maddon did it anyway. Some would suggest this was folly by Maddon. Especially when we consider that for pitchers with at least 100 innings pitched this season, Arrieta is sixth with 105.2 pitchers per start, fourth in pitcher abuse points (PAP), and second with seven outings of 115 pitches or more*. Based on these facts alone, it seems hard to defend Maddon’s decision to let Arrieta go out there for the ninth. But he did, and he defended it after the game without hesitation. Why?

*Interestingly, when it comes to PAP, Chris Sale is a repeat offender, and both Jeff Samardzija and Jose Quintana are high on this list. Sale is the only pitcher with more 115-pitch outings (8) than Arrieta this season. Samardizja has five, John Danks has four, and Quintana has three. And when it came to pitches per start, Sale and Quintana are first and fifth, respectively. I only bring this up because the White Sox are known as a team that is able to keep their pitchers remarkably healthy year after year. If they’re not adhering to what some would call arbitrary pitch counts, it makes me wonder just how strictly anyone else should.

Maddon Felt Arrieta Deserved a Shot at Being on the Mound to Get His ‘Moment’

On the surface, this seems silly. It’s become pretty universally acknowledged that the win statistic is overrated; to push Arrieta’s pitch count up so high just so he can be on the mound to celebrate this accomplishment seems like specious decision making. But let’s dig into this a little more.

“It’s a really tough decision to make in that moment,” Maddon said. “It’s unusual. Honestly, if all this other stuff was not attached to it, I would have taken him out. But with everything else attached to it, I thought it was appropriate to send him back out. You have to be in the dugout to really feel all of that. Believe me, I didn’t do it lightly or easily, I thought about it a lot.”

Maddon’s making it clear that he didn’t come to the decision to leave Arrieta out there lightly. He weighed the positives and negatives, his postgame comments made it clear that he was truly tormented over what to do, and came to the conclusion that it was worth it to leave his ace on the mound for another dozen or so pitches so he could celebrate with his teammates. And that’s exactly what happened. Arrieta finished off the ninth with 15 pitches, got the win, and was mobbed by the rest of the Cubs. Of course, the win is a nearly-meaningless statistic that is often arbitrary, and Maddon knows this—but it’s about the result, the moment, and that’s what Maddon felt it was important for Arrieta to experience.

As Carleton put it:

I spent several weeks of 2004 trying to figure out how to propose to my then-girlfriend, now wife and then planning the actual proposal. I proposed to her at the Lincoln Park Zoo, at the Kovler Penguin House…which they have since torn down! I specifically ordered a Beanie Baby penguin and bought a little plastic ring to safety pin onto the flipper at the Walgreen’s on Clark. If I wanted to ask her in the most efficient way possible, I would have simply diverted my nightly run over to her apartment one day, asked her, gotten a yes, and run back to my apartment. Nightly workout and marriage proposal in one fell swoop. Not bad.

Of course, I didn’t do that. I planned a romantic picnic in the gardens outside the zoo. I already knew she was gonna say yes, because we had already talked about it, but I wanted it to be a special moment for both of us. You’re likely familiar with Maslow’s Hierarchy of Needs. It’s the pyramid that says that first people seek (at the base) things like food, water, and shelter. Then we seek things like companionship and social interaction. Then we seek things like the esteem of the people around us. Finally, we seek things like those wonderful transcendent moments where—if even for a few brief seconds—it’s all perfect.

Well, Russell, I was not familiar with Maslow’s Hierarchy, but now I feel foolish, so thanks for that. But I digress. This is what Maddon was giving Arrieta: that transcendent moment. Arrieta has built that social interaction and companionship with his teammates. After the Cubs clinched, he talked about how he feels it’s important to get to know the guys in the clubhouse, meet their wives, their kids, and to not just have a surface relationship. These things are important to Arrieta.

“Absolutely, and Joe does it as good or better than anybody I’ve seen,” Arrieta responded when asked if he could appreciate the fact that his manager let him finish off the game. “It could have gone either way, I could have easily come out after eight with all the factors in place. But he allowed me to go back out there and finish it in the ninth and that’s something you love to see from your manager.”

While he likely would have accepted being pulled in the eighth and he also didn’t seem to be obsessed with the idea of having 20 wins—Arrieta basically admitted it was a team accomplishment and he was happy to have had even a hand in it—that moment with his teammates, in front of his home fans, meant a lot to him.

“It’s special,” Arrieta said of finishing off the game in front of the Wrigley faithful. “The crowd here appreciates it. They were into it from the first pitch and that’s what makes playing this game so fun: playing in front of your home crowd in a city like Chicago.”

And outside of the fans, being mobbed by his teammates will be a lasting memory for Arrieta.

“Those are the kinds of moments you live for in this game,” Arrieta reflected. “It’s the first time we’ve done something like that on the field—we usually do that in the clubhouse. It was fun. That’s something my teammates initiated. Just the support from the entire group of guys has been amazing. They’re very appreciative, as am I, of the guys I have around me.”

As Carleton told me, Maddon had two choices. He could pull his starter due to a high pitch count—which is a decision dictated by the empirical data we have available to us. Or he could leave Arrieta in and maybe increase team morale, make Arrieta happier, and possibly even help team chemistry. There’s no way of actually measuring this, of any of us actually understanding if that actually matters. “I still have no idea how to even approach that question,” Carleton told me. But Maddon went with the unknown, weighed the two options, and decided that giving Arrieta his moment was the right avenue to take. I’m still not sure if it was the right way to go about things, and I never will, but one thing is clear: to do what Maddon did took major guts.

Injury History Over Pitch Count

When Carleton looked at what is actually the best predictor for pitcher injury, pitch count was up high. Even more prominent, though, was whether the pitcher in question had been injured before. Not only did Carleton find this correlation clear in the data, but when communicating with Passan, he spoke of it like it was common knowledge.

“If I’m the Dodgers, Clayton Kershaw is throwing 125 pitches [in] every game we need him to because he can,” Passan told me. “He is big and strong and has stayed healthy, and the biggest predictor of an arm injury, of course, is a past arm injury. Which, again, isn’t to say Kershaw won’t get hurt, because it’s an arm and he’s a pitcher and throwing absolutes on anything is completely foolish.”

Let’s be clear, Passan wasn’t trying to single out only Kershaw, and things like his contract status of course factor into these types of decisions. But the fact of the matter is, in a vacuum, Passan, after all the research and digging he’s done, believes that pitchers like Kershaw, who are of a certain age (more on that later) and have a pretty clean injury history, are exactly the type who can afford to have a few more pitches—pitches many would be uncomfortable piling on another arm—added to their workload.

The fact is, there’s a reason the Cubs were attracted to Jon Lester over other arms in the offseason. When speaking with reporters after Lester’s introductory press conference, Theo Epstein pointed to Andy Pettitte as a comparable to Lester. Two lefty arms with a long history of health, and, in Lester’s case, he’d reached that magic age of 30 with a very limited injury history. The fact that they were familiar with Lester was certainly attractive to the Cubs front office, but the reason they pursued him with such vigor was because they believed his injury history was the most accurate indicator of what they could expect from him—at least health-wise—in the future.

With Arrieta, his most recent injury was shoulder inflammation that afflicted him at the beginning of the 2014 season. It was an injury that the Cubs admitted to being extra cautious about while keeping him out of the season’s first month. Arrieta’s most severe injury was probably surgery on his elbow to deal with bone spurts and a fibrous mass. These aren’t the type of red flag injuries one would point to when worried about recurring injuries, so perhaps Arrieta is safe in this respect.

And while Arrieta may be in the clear with respect to injury history, we can’t gloss over the pitch count which I explored in the previous section. We can, however, try to determine whether just looking at the pitch count as a number alone is a flawed tactic.

High-Stress Pitches More Important Than Raw Pitch Count?

“And it was kind of, honestly, a non-stressful 120 pitches, if that makes sense,” Maddon told the media after the game. “He wasn’t really in a lot of binds in the course of the game.”

There’s a theory out there that high-stress pitches—pitches thrown in high-leverage situations, with men on base, generally in situations that would be considered more strenuous—are more taxing on the body and arm than your run-of-the-mill pitch thrown with nobody on base. So, theoretically, 20 pitches tossed in a 1-2-3 inning are easier on the arm than 20 pitches thrown with men on second and third with one out late in a one-run game.

Nearly five years ago, David Allen took on this topic and suggested this:

It makes perfect sense: When the game is not close or there are no runners on, a pitcher’s best stuff is not necessary, but when the game is close, it’s time to shift to another gear. These higher-leverage pitches almost certainly take more out of a pitcher than when he is cruising.

When I asked Arrieta if he felt ‘high-stress’ pitches were more taxing on his body, he hesitated, gave a quick no, but eventually admitted that the idea may have some merit.

“I think that at times it can,” Arrieta said “Those are some times where you try and add a little bit, or do more than is necessary. So I think that’s where the stress comes in, with guys on base. The first inning, I had a lead-off double and was able to get out of that. Those are ‘high-stress’ pitches, but I don’t intentionally try and add effort. But I think the situation dictates a little more aggressive type stuff. There weren’t many of those situations throughout the game. I think that boded pretty well for me.”

So Maddon, Arrieta, and Allen all felt, to varying degrees, that the situation of when the pitches were thrown matter. However, Carleton studied this topic just last week and came to a different conclusion:

…this does suggest that—at least in the aggregate—the physical act of throwing pitches, whether accompanied by mental gymnastics or not, is the real driver of pitcher fatigue. For the purposes of making strategic decisions, managers and pitching coaches should keep the raw pitch count in mind.

But there’s more here. Just because Arrieta has been allowed to enter into a dangerous area with regards to his pitch count doesn’t mean that he’s headed for disaster.

Age Matters, as Does the Individual

The Injury Nexus was something Nate Silver explored over a dozen years ago. The basic premise is that if a pitcher can get past the age of roughly 24 without suffering a serious injury, their chances of them suffering recurring injuries down the line reduces significantly. Every bit of information I found on the topic of pitch counts pointed to young pitchers being at greatest risk. As Passan pointed out, that isn’t to say that once you get to the age of 25 and plow past it to 30 without any injury that you’re safe. Bronson Arroyo says hello and Greg Holland would like to have a word with you. Nothing is guaranteed here.

But age is important, and while Arrieta may be in the midst of a major innings jump (his start on Friday will likely put him 70 innings over his previous career high, and that figure will only continue to rise if the Cubs go as deep as they hope to in October), he’s at the right age with the right injury history for Maddon to take chances with his pitch count.

“It’s all this stuff that’s very prominent in the news right now as far as pitchers and innings pitched,” Maddon said. “The thing I’ve talked about with him, the fact that he’s not in his early 20s, the fact that he’s been pitching for a while, I think separates him a little bit. Actually, a lot. Combine that with his workout regimen and the kind of shape he’s in.”

That last sentence—about Arrieta’s workout habits and impeccable physical shape—sticks with me and it reminded me of a piece Carleton wrote for the 2014 BP Annual. If you’re going to read any article about baseball, this is the one to read. Carleton points out that while we often strive for an overarching concept that can be applied to everyone, the fact is, we often ignore the individual. From Carlton’s piece:

I often answer that the next big thing is understanding how each player works, and instead of strategies that can be applied across entire organizations or in every situation, understanding the nuances of each player on a case-by-case basis.

This is such a simple concept, but it so often goes ignored—I’m guilty of it far too much as well. Remember that Maddon quote I said I cut short about 2,000 words ago? Here it is in its entirety.

“Believe me, I’m aware of pitch numbers, pitch counts, pitch whatevers, I’ve always been. I’ve done this for a while. But my bet is this guy is going to be fine. He’s a different animal and we’ll see how it plays out.”

This isn’t something that Maddon is alone in believing. Arrieta’s fitness level, diet, and work ethic are well known all across baseball. Last weekend, when the media walked into the room where we chat with Maddon in pregame, Arrieta was showing members of the ESPN staff—who were in town to call the Sunday night game—how he went through his Pilates routine. This is no secret; Arrieta’s dedication to his craft is a topic that’s often discussed.

“Arrieta’s workout and workout discipline is probably unmatched in baseball,” an NL scout told me. “There’s a good chance that he would be an outlier in terms of health. I bet he could throw 150 pitches every four days.”

Sure, that’s probably a touch of hyperbole, but the sentiment is clear: Arrieta should not be held to the same standard as every other pitcher in baseball. And the fact is, Maddon isn’t applying a hard pitch count across his staff. We’ve seen it in action all season long. He treats Lester and Arrieta very differently than he does the other arms in the rotation. Part of that is his trust in their ability to get the job done, but another is the belief that their arms can handle that type of use.

When making the decision to keep Arrieta out on the mound to earn his ‘moment’ Maddon didn’t apply some universal baseline. He made an educated judgement call based on the individual, based on what he knows about Arrieta being a ‘different animal.’

From my chat with Carleton:

There’s a well-known phenomenon in human behavior about certainty. For example, let’s say that the fate of the world rests on you blindly pulling a white marble out of a jar of white and black marbles. But you are given a choice of two jars to pull from. Both have 100 marbles. The one on the left, the evil super-villain who is running this test tells you, has 50 white marbles and 50 black ones. The one on the right, well, that’s a mystery. Most people prefer to pull from the one on the left. What’s weird is that immediately afterward, with the same set up, the fate of the world now depends on you pulling out a black marble, and people still take the known 50/50 shot. This is logical nonsense. If you believe that the 50/50 jar represents your best chance at a white marble, then by definition, the unknown jar represents your best shot at a black marble. People prefer certainty.

Something Passan hammered home to me, and a point he says he repeatedly comes back to in his book, is that far too often decisions are based on fear rather than science. Too many managers won’t allow their pitchers to reach a certain, often arbitrarily set, number out of fear, fear of the unknown. Maddon may not have had the numbers to back up his decision, and he had no certainty that he was making the ‘right’ call, but he wasn’t going to let fear dictate how he handled things. We may never know if Maddon was right or wrong to choose this path, and there is likely no way of knowing if what Maddon decided was detrimental to Arrieta’s arm. But perhaps his ability to have the temerity to choose the unknown is exactly what makes Maddon so great at his job.
 
Arrieta 2015:

22-6
229 Inn
236 K's
.86 WHIP
1.77 ERA
7.5ish WAR (will check actual tomorrow)
1.60 ERA on the road

.75 ERA after All Star Break. MLB record.
Last 20 starts, all QS, Cubs 19-1, only loss the Hamels No-No.
From 8/1, .41 ERA, lowest in history.
Started season 6-5, went 16-1 from late June on.

And not to be forgotten, pitches at Wrigley, not Chavez Ravine.
 
Jon Lester 2015:

32 Starts
11-12
205 Inn
183 Hits
76 ER
47 Walks
207 K's
3.34 ERA
1.12 WHIP
2.93 FIP
3.07 xFIP
5.0 WAR

Jake Arrieta 2015:

33 Starts
22-6
229 Inn
150 Hits
45 ER
48 Walks
236 K's
1.77 ERA
0.86 WHIP
2.35 FIP
2.62 xFIP
7.3 WAR
 
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