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How Likely Is a Triple Crown Winner This Season?

Paul Goldschmidt
Kamil Krzaczynski-USA TODAY Sports

There are far better ways to evaluate offensive performance than the Triple Crown stats or whether a player leads the league in all three categories or not. But winning a Triple Crown, though not a gold star evaluative measure, is a lot of fun, and following a Triple Crown run is a family-friendly good time. It’s a rare feat to accomplish in baseball history, and while increased competitiveness and larger leagues make pulling it off more difficult, it can be achieved in both high-offense and low-offense seasons. It also puts you in the company of a lot of baseball greats, with every AL/NL Triple Crown winner having a plaque in Cooperstown except for Miguel Cabrera, who will almost certainly have his own five years after he retires.

Both Aaron Judge and Paul Goldschmidt look to be in realistic scenarios to win the Triple Crown. To get the exact projections, let’s look at them individually, starting with Judge, who has the simpler scenario.

(To get the probabilities, ZiPS uses the rest-of-season projections for every player, sims out a million seasons, and sees whose lines result in Triple Crown wins, if any. To get a more accurate gauge of what the probabilities are, ZiPS does not assume that the rest-of-season projection is necessarily the underlying ability of every player. In the case of Judge, for example, ZiPS estimates his underlying ability to hit homers over a three-week period as a distribution rather than a point. The generalized model ZiPS uses effectively replicates the number of streaks and slumps in reality over a short period; there’s a reason we have more consecutive hit streaks, homer streaks, and scoreless inning streaks than one would expect from a simple exercise of binomial hijinks.) Read the rest of this entry »


Dan Szymborski FanGraphs Chat – 9/15/22

12:02
Avatar Dan Szymborski: It’s a-me, Szymio!

12:02
Scotty: Gunnar flipping Henderson, am I right?!

12:02
Avatar Dan Szymborski: Correct.

12:02
Slapshot: Is the Mets getting swept at home by the Cubs the most Mets thing the Mets could possibly Met?

12:04
Avatar Dan Szymborski: I think the most Mets thing would have been if an outfielder threw firecrackers at a group of war widows and the GM got busted for going on a DUI bender with a mail truck

12:04
Josh Nelson: Is Taco Bell’s Mexican Pizza actually a pizza?

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Shane Bieber and Aaron Nola Are Sneaking Up in the Cy Young Races

© Eric Hartline-USA TODAY Sports

Oh, the things you find when perusing the leaderboards. While collecting data to discuss the decline in Jeremy Peña’s plate discipline, I went down a rabbit hole of player performances since May. As tends to happen, one thing led to another, and I ended up running my Cy Young predictor using only data since the start of May. Near the top of each league were pitchers whose presence surprised me even though I already knew both to be excellent. Each of them is on a borderline contender that is now very likely to make the playoffs, and each survives in the majors by relying on command rather than throwing 100-mph smoke. That’s right, I’m talking about Aaron Nola and Shane Bieber. Let’s examine each, starting with Nola, the top National League pitcher in my Cy Young predictor since May.

The Phillies look nearly certain to play postseason baseball. With a probability that is now over 90% by both FanGraphs’ and ZiPS’ reckoning, the Phils are on target to make the playoffs for the first time since 2011. While there have been runs that teased contention in past years, the Phillies have always seemed to end up floating somewhere around .500. But despite Zack Wheeler and Bryce Harper missing parts of the season, Nick Castellanos disappointing, and a defense that just begs for a Yackety Sax soundtrack, the team stands at 79-61. And while he’s obviously not the only player to have contributed to the club’s record, Nola’s impressive run makes him one of the key figures of the 2022 campaign. Read the rest of this entry »


Will the Real Jeremy Peña Stand Up?

Jeremy Peña
Troy Taormina-USA TODAY Sports

Back in April, 23 of our writers and contributors made predictions about the 2022 season. When guessing who would be the AL Rookie of the Year, nine different players were named, with Bobby Witt Jr. and Julio Rodríguez leading the pack. Not found among those nine names was the starting shortstop for the Astros, a rookie faced with the difficult task of replacing incumbent Carlos Correa, who had gone to the Twins. Jeremy Peña wasn’t pegged as a ROY frontrunner, but for much of the early season, he looked like a sudden superstar. However, he’s struggled offensively in recent months, raising some questions about whether the real Peña is the player with the .878 OPS through mid-May, the one with a .586 OPS since the All-Star Game, or somewhere in the middle.

Top AL Rookies Through May 17th
Name AVG OBP SLG wRC+ K/9 BB/9 HR/9 ERA FIP WAR
Jeremy Peña .282 .341 .536 148 1.4
Joe Ryan 8.6 2.9 0.7 2.4 3.4 0.8
Steven Kwan .270 .370 .380 119 0.7
Julio Rodríguez .265 .326 .364 103 0.7
Jose Siri .225 .286 .380 90 0.6
Brock Burke 12.6 2.3 0.5 1.4 1.7 0.6
Royce Lewis .308 .325 .564 153 0.5
Dany Jiménez 9.4 2.9 0.0 0.6 2.0 0.5
George Kirby 7.2 0.9 0.0 0.9 1.8 0.4
Daulton Jefferies 5.9 1.3 1.0 4.8 3.9 0.4
A.J. Puk 8.3 1.7 0.0 0.6 1.8 0.4
Zach Logue 7.1 2.6 1.0 2.0 3.9 0.3
Zach Jackson 11.9 6.2 0.0 3.1 2.7 0.3
Bryan Baker 9.6 1.9 0.6 4.5 2.8 0.3

Back in May, Witt, the preseason favorite, wasn’t even in the top 15; Rodríguez only put up a .544 OPS over April; and Adley Rutschman was days away from even debuting in the majors. While Peña wasn’t making Astros fans actually forget about Correa, he certainly did his best to alleviate any lingering worries about their former franchise building block heading to the AL Central. But since May 17, he has seen his control over the AL leaderboard disappear:

Top AL Rookies Since May 17th
Name AVG OBP SLG wRC+ K/9 BB/9 HR/9 ERA FIP WAR
Julio Rodríguez .285 .347 .544 156 4.0
Adley Rutschman .251 .358 .442 131 4.0
Steven Kwan .293 .366 .379 117 2.4
Jose Miranda .301 .358 .484 143 2.3
George Kirby 9.5 1.2 1.1 3.19 3.08 2.3
Bobby Witt Jr. .261 .304 .465 112 2.2
Oscar Gonzalez .291 .326 .464 122 1.5
Reid Detmers 9.9 3.8 1.0 3.44 3.76 1.4
Jhoan Duran 11.2 2.2 0.4 1.17 2.05 1.4
Félix Bautista 12.3 2.2 0.8 1.17 2.29 1.4
Jeremy Peña .241 .267 .374 80 1.2
Jose Siri .211 .261 .326 69 1.0
Vinnie Pasquantino .261 .353 .433 123 0.9
Kyle Isbel .211 .266 .347 70 0.8
Brayan Bello 8.7 4.8 0.0 5.79 2.96 0.8

That’s not to say that Peña hasn’t continued to be a solid overall player, but his largest contributions in recent months have been with leather rather than wood. With his range measured at five runs above average at shortstop by Statcast’s RAA and a total of nine runs over all facets of defense by our estimate, he hasn’t disappointed defensively, which has enabled him to remain a legitimate starter even with his offense dropping to disappointing levels. But he’s a far more exciting player with his spring offense, so what went wrong there? Read the rest of this entry »


Checking In on Roki Sasaki and Munetaka Murakami, NPB’s Brightest Young Stars

Munetaka Murakami
Yukihito Taguchi-USA TODAY Sports

There are not many subjects that baseball teams agree on, outside of not paying minor leaguers much money. One thing that 29 teams do share is an enormous amount of regret that they didn’t convince Shohei Ohtani to come join their franchise after the end of the 2017 season. (OK, 28 teams since the Orioles bizarrely refused to make a presentation on philosophical grounds, but I’d wager that the current front office would not have operated the same way!) In any case, major league teams and fans who pay attention regularly covet the biggest stars in NPB (Nippon Professional Baseball), and a small but steady flow of talent comes to the United States and Canada from overseas. So I wanted to take a look at two Japanese players who, while they may not be the next NPB stars to come to MLB due to the vagaries of the posting system, are the most exciting young players in the league right now: Tokyo Yakult Swallows third baseman Munetaka Murakami, and Chiba Lotte Marines righty Roki Sasaki.

It would be difficult to overstate how dominating Murakami has been at age 22, but I’m going to try my best to do so. Called up for a cup of coffee at 18 years old in 2018, he quickly became one of Japan’s best hitters, slugging 36 round-trippers at age 19 and putting up OPS figures of 1.012 and .974 in the two years since. Like MLB, NPB is at a fairly low offensive environment these days, though it’s unlikely the underlying causes are similar. The Central League — pretty much the last bastion if you like seeing pitchers hit — is only scoring 3.64 runs per game, its fewest since 2015. That hasn’t kept Murakami from not just finding another gear in 2022, but enough extra gears that it looks like he emptied out a bicycle shop.

At 52 homers, Murakami is not merely at the top of the standings; he is the standings. Only a single player in Japan, Hotaka Yamakawa, has even half the home run total (38). There are only two players within 300 points of his 1.229 OPS: Yamakawa (.988) and Masataka Yoshida (.952), and that’s while using a fairly generous plate appearance requirement (250 PA). In recent weeks, Murakami also set an NPB record by hitting home runs in five consecutive plate appearances.

NPB 2022 OPS Leaders
Player Age PA HR BA OBP SLG OPS
Munetaka Murakami 22 529 52 .339 .473 .756 1.229
Hotaka Yamakawa 30 460 38 .271 .383 .606 .988
Masataka Yoshida 28 438 14 .322 .441 .511 .952
Shugo Maki 24 470 23 .284 .349 .523 .872
Sho Nakata 33 310 18 .290 .356 .515 .871
Yoshihiro Maru 33 541 24 .276 .374 .493 .867
Hiroaki Shimauchi 32 525 14 .309 .388 .479 .867
Keita Sano 27 471 18 .314 .361 .503 .864
Yusuke Ohyama 27 453 23 .272 .363 .497 .860
Go Matsumoto 28 397 3 .352 .400 .442 .842
Kensuke Kondoh 28 330 6 .295 .401 .433 .834
Adam Walker 30 373 20 .276 .308 .518 .827
Toshiro Miyazaki 33 403 10 .305 .372 .454 .827
Takashi Ogino 36 313 5 .310 .377 .443 .819
Hideto Asamura 31 544 24 .253 .362 .444 .807
Tetsuto Yamada 29 472 22 .245 .335 .469 .804
Teruaki Sato 23 546 18 .263 .324 .468 .793
Yasutaka Shiomi 29 491 13 .274 .349 .444 .793
Neftali Soto 33 349 14 .257 .335 .457 .792
Ryoma Nishikawa 27 360 9 .299 .344 .446 .791
Ryan McBroom 30 464 15 .270 .353 .436 .790
Kazuma Okamoto 26 523 25 .250 .331 .453 .783
Keita Nakagawa 26 398 4 .300 .333 .441 .774
Yuki Yanagita 33 404 16 .268 .334 .439 .773
Shogo Sakakura 24 536 13 .289 .349 .419 .768

This type of home run dominance is rare, and Aaron Judge may be the first hitter in nearly a century to beat the runner-up by as large a margin as Murakami’s current one. OPS dominance to this degree is just as rare, even using the same liberal 250 plate appearance threshold rather than the official 3.1 plate appearances per team game, with only Babe Ruth and Barry Bonds matching Murakami’s current edge. Read the rest of this entry »


Dan Szymborski FanGraphs Chat – 9/8/22

12:02
Avatar Dan Szymborski: The appointed time that the prophecy foretold has now arrived.

12:02
Bo Callahan: Who would you rather have for the next 5 years? Adley or Julio?

12:03
Avatar Dan Szymborski: Such a cruel question to pose an O’s fan.

12:03
Avatar Dan Szymborski: If given the choice, I’d marginally take Julio

12:03
Avatar Dan Szymborski: young catchers always have an element of scary

12:03
Avatar Dan Szymborski: even terrific ones

Read the rest of this entry »


Zac Gallen Continues to Chase History

© Rick Scuteri-USA TODAY Sports

The Arizona Diamondbacks don’t generate a lot of national headlines these days, but the team’s ace, Zac Gallen, is trying his best to change that. Since a Luke Maile double knocked him out of a game against the Guardians on August 2, Gallen has racked up six consecutive scoreless games, covering 41 1/3 innings. Gallen’s run has gone on long enough to have historical significance: He currently ranks 17th in baseball history, at least the history during which usable game logs exist (since around the start of the 20th century). He’s two outs from catching Brandon Webb’s 2007 streak to set a new Diamondbacks franchise record, and another 3 2/3 innings will slot him into the top 10, tying his with the streaks of Cy Young, Sal Maglie, and Doc White.

Naturally, most streaks of this nature involve a player playing well above their established level of ability, and Gallen is no exception. But every pitcher with a scoreless innings streak this long was at least solid, with nary an incompetent journeyman in sight. Gallen is again no exception and was having a solid season even before the streak started. Entering play on August 2, he had an ERA of 3.24 and a FIP of 3.69 in 19 starts, above-average numbers, though not good enough to force his way into the Cy Young conversation. (Earlier today, Baseball Prospectus‘ Michael Ajeto published a deeper examination of some of the changes Gallen has made during the scoreless streak that is worth a read.) Read the rest of this entry »


The Orioles Are Now Gunnaring for a Wild Card Spot

Gunnar Henderson
David Richard-USA TODAY Sports

The Orioles showed mercy to minor league pitchers this week, officially calling up infielder Gunnar Henderson, relieving those hurlers of the terrible burden of having to pitch to him. The team’s top prospect wasted little time making his impact felt, hitting his first major league home run in his second time up at the plate, a long drive off Cleveland starter Triston McKenzie. And if the ZiPS projections are to be believed, adding Henderson down the stretch is about as valuable an offensive boost as anyone made this summer, with the obvious exception of a certain southern California team sporting mustard-and-brown colors.

So just how good is Henderson? That’s a question that has shifted notably over the course of the minor league season. If you go back to the winter, he was considered an excellent prospect, ranking 66th in the FanGraphs Top 100 list and 53rd in the ZiPS Top 100. We weren’t outliers, either; among others, Keith Law at The Athletic and Baseball Prospectus also put him in their top 100s.

Henderson’s stock wasn’t poorly valued, but it shot up so quickly this year that you might think that it was a Reddit meme stonk like GameStop and AMC. Minor league translation printer goes brrr! Before the season, ZiPS only projected Henderson to amass 1.5 WAR in 2023 with a wRC+ of 87. We’ll get to that updated 2023 projection in a minute; let’s just say for now that it’s better.

The improvements made by Henderson in the minors this year were across the board, from power to plate discipline to defense. Combining his performances for Double-A Bowie and Triple-A Norfolk, you get an overall line of .297/.416/.531 with 19 homers and 22 stolen bases in 112 games. That would be enough to make him the best first base prospect in baseball, considering he didn’t turn 21 until late June, but as a player who can legitimately play shortstop, that’s the kind of performance that puts you in the ultra-elite category. Read the rest of this entry »


Do Head-to-Head Regular Season Records Matter in the Playoffs?

© Jayne Kamin-Oncea-USA TODAY Sports

Since I’m an obnoxiously determined Devil’s advocate, one of my favorite uses of data is tackling conventional wisdom. For example, one such bit of wisdom that always bugs me is when pundits insist that the best teams are the ones that win close games. In fact, the opposite is true. The most predictive run differential comes in blowouts — the good teams are the ones that are more likely to humiliate their opponents, not squeeze out a close one. This time of year, you start to see a lot of analysis asserting that X team is definitely blessed or doomed come playoff time because of some randomly chosen factor Y. We could do a column a day on these and still have dozens of unwritten pieces by the time the actual playoffs roll around, but let’s focus on a few specific ones, concentrating on who good teams beat rather than how many games they win.

First off, do regular season head-to-head records matter in the playoffs? Since the start of divisional play in 1969, teams that face each other in the playoffs have frequently met in the regular season. Interleague play added eventual World Series matchups to the regular season, and starting in 2023, every playoff matchup will have already occurred during the regular season. Given the sample size of playoff series, if we construct a simple model of series winning percentage that only consists of a team’s regular season winning percentage and its winning percentage in head-to-head matchups, the model horribly inaccurate, with an r-squared of 0.0886 and a mean absolute error of 275 points of winning percentage.

But including head-to-head winning percentage doesn’t really even have a marginal influence on the coin flip; without the head-to-head matchups, the model’s MAE increases to 276 points of winning percentage. Now, a head-to-head record may imply something about a team’s overall strength that isn’t captured in its overall record, but rather than pick up a small sample implication, we can use strength of schedule directly, which does help the model a tiny bit (playoff series are always going to be very uncertain unless we move to best-of-75 series or something wacky). Read the rest of this entry »


The M’s and Julio Rodríguez Write the Most Expensive Choose Your Own Adventure Book Ever

© Gary A. Vasquez-USA TODAY Sports

It’ll still be a few months before we see whether Julio Rodríguez wins the American League Rookie of the Year award, but today we got a glimpse of baseball 15 years into the future. As reported by MLB.com’s Jesse Sanchez and ESPN’s Jeff Passan, the Seattle Mariners and Rodríguez have come to terms on a huge long-term contract extension, one that would run to the late 2030s.

Passan ran down the details of the deal, and it’s a complicated one.

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