Digital Love: Why ZiPS Thinks Lucas Giolito is Top of the Charts

In the 2021 ZiPS projections that are live on this very website, Lucas Giolito is projected with the most WAR of any pitcher in baseball. If my social media is any indication, this projection is, so far at least, the source for the most joy and the most consternation. What is it about Chicago’s young ace that gives him such an aggressively optimistic projection?

One of the common complaints you see from readers about projections is that they don’t go out on a limb very often. To me, this makes perfect sense: when talking about the mean projections, massive performance changes should rarely be the player’s typical expectation. Think back on José Bautista back in 2010. At the time, Joey Bats was a player pushing 30 who had hit .238/.329/.400 in the majors in more than 2,000 plate appearances for five major league teams. As we now know, his destiny was to explode on the scene, slugging .617 for the Blue Jays, resulting in the first of his eventual six All-Star appearances. But that doesn’t mean that his baseline projection going into 2010 should have reflected that result; that unlikely things happen doesn’t mean that they weren’t unlikely.

Projections do go out on a limb, but in a conservative sort of way. One of the more notable examples in recent years is the 2019 ZiPS projection for Shane Bieber. With a 4.55 career ERA (but a 3.23 FIP!) in just 114 2/3 major league innings entering the season, ZiPS gave Bieber an optimistic projection as the 14th most valuable pitcher in baseball with a 3.71 ERA over 187 innings for 3.8 WAR. That was enough to put him just behind Clayton Kershaw and ahead of notables such as Zack Greinke, Noah Syndergaard, Stephen Strasburg, and Patrick Corbin. Not only did Bieber meet this projection, but he also exceeded it, finishing eighth in WAR among pitchers at 5.6.

But why did ZiPS love the Beebs so much? It wasn’t one factor. Instead, it was an accumulation of smaller positive factors that significantly outnumbered the negative ones. Bieber was only 24. He had a record in the minors and majors that suggested he could avoid lofty gopher ball totals. His BABIP in his rookie year was extremely high. From his quality-of-contact data, ZiPS thought that batters “should have” hit .252 and slugged .415 against him in 2018 when the actual numbers were .285 and .467. And so on.

It’s the same thing for Giolito entering the 2021 season. No, he isn’t in the same position as Bieber was entering 2019, given that he’s already received Cy Young votes in two seasons. But it does take something special to get ranked No. 1 with a bullet. His top-notch projection doesn’t mean that it’s going to happen, only that it’s more likely to occur than the downside scenarios. And the latter do exist: ZiPS projects a 15% chance that Giolito will be worse than a league-average starter and about a 7% chance he’ll have an ERA on the wrong side of five, both things that would have a very negative effect on Chicago’s 2021 fate.

So what are some of the reasons for this digital love?

Lucas Giolito is Still Relatively Young

Pitchers don’t have a typical age curve, but it’s still preferable to be in your twenties than in your thirties. Like Bieber, the height of Giolito’s ceiling remains an unknown. Both Gerrit Cole and Jacob deGrom are amazing pitchers, but after a few more years in the majors, there’s less uncertainty about their remaining upside. Superstars in their mid-20s, on the other hand, frequently have another gear or two remaining. Among Giolito’s top comparables were a multitude of youngish pitchers who were already stars and did have such performance bumps remaining: Greg Maddux, Jose Rijo, Dave Stieb, Brandon Webb, and so on.

Of the top 50 most comparable pitchers in Giolito’s cohort, 32 of them beat their baseline performance estimates over the following three seasons — an astounding rate of success given how attrition claims pitchers. For Cole, that number is only 23; for deGrom, 26; and for Max Scherzer, 19.

Lucas Giolito is Well-Suited for his Home Park

Home run rates for pitchers are volatile, but they’re not random. Giolito fares well in velocity and barrel-based numbers and was in the top-tier in most of these measures in 2020. Among the pitchers projected in the top 10 overall in ZiPS, only Luis Castillo consistently beat him. And this is especially important because of the characteristics of the park. Guaranteed Rate Field (that name still makes me cringe) is a bit of an unusual bird, a homer-friendly park that tends to be neutral overall. For a pitcher with an elite ability to avoid batters crushing his pitches, this provides an opportunity to squeeze out a little more value. In other words, while Guaranteed Rate is a neutral park for everyone, Giolito’s homer-avoiding tendency makes it a de facto pitchers’ park for him. This one of the reasons ZiPS liked Dallas Keuchel’s chances at a bounceback season in 2020 and continues to think he’ll be very productive for the Sox. Were this a neutral park, Giolito would lose just enough in his projection to drop him to third in the league in WAR.

Lucas Giolito Left Some Strikeouts on the Table

At a 33.7% strikeout rate, Giolito certainly wasn’t struggling to punch out batters. But from the across-the-board improvement in his contact numbers in 2020, ZiPS thinks that he should have seen a larger bump in his strikeout rate from 2019’s 32.3% rate.

As part of its model for calculating baseline expectations, ZiPS has a measurement that I’ve dubbed zSO. (The Z stands for ZiPS, as you may have guessed.) Using contact data, velocity numbers, and the like, ZiPS makes an estimate from how many strikeouts a pitcher “should” have ended up with. It’s not a number I pulled out of my hat but one used as part of the model because it has more predictive value than actual strikeouts. Going back to 2002, if all you knew about a pitcher was his strikeout rate and his zSO rate, you’d have predicted the following year’s strikeout rate most accurately with a mix that was 82% zSO and 18% actual.

ZiPS Strikeout Underachievers (min. 500 TBF)
Pitcher Year Actual K% zSO% Difference Following Season
Francisco Liriano 2011 19.0% 24.4% 5.4% 24.1%
Mike Pelfrey 2016 10.4% 15.6% 5.2% 14.5%
Martín Pérez 2013 15.9% 21.1% 5.2% 16.9%
Martín Pérez 2017 13.1% 18.2% 5.1% 18.3%
Luis Castillo 2018 23.3% 28.3% 5.0% 28.9%
Jeff Fassero 2004 11.8% 16.8% 5.0% 15.6%
CC Sabathia 2008 24.5% 29.5% 5.0% 21.0%
Jeremy Hellickson 2011 15.1% 20.0% 4.9% 16.7%
Jason Vargas 2017 17.7% 22.6% 4.9% 20.8%
Craig Stammen 2010 15.1% 20.0% 4.9% 31.6%
John Smoltz 2007 23.1% 27.7% 4.6% 30.8%
Kelvim Escobar 2006 18.6% 23.1% 4.5% 19.7%
Kevin Correia 2008 12.8% 17.2% 4.4% 17.1%
Jon Lieber 2004 13.6% 17.8% 4.2% 16.3%
Kyle Gibson 2017 17.5% 21.6% 4.1% 21.7%

 

ZiPS Strikeout Overachievers (min. 500 TBF)
Pitcher Year Actual K% zSO% Difference Following Season
JA Happ 2018 26.3% 19.7% -6.6% 20.6%
Stephen Strasburg 2016 30.6% 24.0% -6.6% 29.1%
Erik Bedard 2007 30.2% 23.6% -6.6% 20.7%
Lance Lynn 2013 23.1% 16.7% -6.4% 20.9%
Zack Greinke 2011 28.1% 22.5% -5.6% 23.0%
Tanner Roark 2019 21.9% 16.3% -5.6% 18.6%
Mike Fiers 2012 25.0% 19.6% -5.4% 14.6%
Mike Mussina 2003 22.8% 17.5% -5.3% 18.9%
José Quintana 2017 26.2% 20.9% -5.3% 21.4%
Tim Lincecum 2009 28.8% 23.7% -5.1% 25.8%
Eduardo Rodriguez 2018 26.4% 21.5% -4.9% 24.8%
Gerrit Cole 2019 39.9% 35.0% -4.9% 32.6%
Rick Porcello 2018 23.5% 18.7% -4.8% 18.6%
Yovani Gallardo 2012 23.7% 19.0% -4.7% 18.6%
Jon Lester 2019 21.6% 16.9% -4.7% 15.8%

Looking at the top 15, while zSO is far from infallible — all models are wrong, but some are useful — it had a solid record at identifying the strikeout outliers correctly. So what about the 2020 season? There’s a lower minimum batters faced here (200 batters faced) because of the short season, so you’ll see some larger-than-typical variations between actual strikeout rate and zSO.

2020 ZiPS Strikeout Underachievers
Pitcher Actual K Rate zSO Rate Difference
Ryan Yarbrough 18.8% 25.6% 6.8%
Dylan Cease 17.3% 23.8% 6.5%
Tyler Anderson 15.8% 22.1% 6.4%
Julio Urias 20.1% 24.8% 4.7%
Alex Cobb 16.8% 21.4% 4.6%
Alex Young 19.1% 23.0% 3.9%
David Peterson 19.5% 23.4% 3.9%
German Marquez 21.2% 24.9% 3.6%
Anibal Sanchez 17.6% 21.1% 3.5%
Tanner Roark 18.6% 21.9% 3.3%
Zack Wheeler 18.4% 21.6% 3.2%
Jesus Luzardo 23.8% 27.0% 3.2%
Brett Anderson 15.8% 19.0% 3.2%
Antonio Senzatela 13.5% 16.5% 3.0%
Randy Dobnak 13.5% 16.5% 3.0%

 

2020 ZiPS Strikeout Overachievers
Pitcher Actual K Rate zSO Rate Difference
Trevor Bauer 36.0% 26.1% -9.9%
Shane Bieber 41.1% 31.9% -9.2%
Tyler Glasnow 38.2% 30.4% -7.8%
Cristian Javier 25.2% 17.5% -7.7%
Rick Porcello 20.7% 13.1% -7.6%
Zach Eflin 28.6% 21.8% -6.8%
Corbin Burnes 36.7% 30.4% -6.2%
Marco Gonzales 23.1% 17.6% -5.5%
Taijuan Walker 22.2% 17.2% -5.1%
Hyun-Jin Ryu 26.2% 21.3% -4.8%
Aaron Nola 33.2% 28.4% -4.8%
Kevin Gausman 32.2% 27.8% -4.4%
Framber Valdez 26.4% 22.3% -4.1%
Johnny Cueto 20.2% 16.1% -4.1%
Sonny Gray 30.6% 26.5% -4.1%

No, Giolito doesn’t make the top 15 of underachievers, but he’s close. Compared to his 33.7% strikeout rate, ZiPS thought he “should have” been at 35.7. And that’s unusual, as leaders in anything in baseball are more likely to have overachieved than underachieved. Of the top 20 strikeout pitchers in 2020, ZiPS thinks that only four pitchers actually underachieved: deGrom (0.2%), Tyler Mahle (0.3%), Castillo (0.6%), and Giolito (2.0%).

In summation, ZiPS sees Giolito as a nearly perfect storm of awesomeness and one of the top Cy Young contenders in the American League. With Cleveland reeling, the White Sox have an excellent shot at taking the division and going deep into the playoffs. If the White Sox raise a world championship banner in 2021, the right arm of Giolito will likely be responsible for a great deal of the hoisting.


Remembering Durable Don Sutton (1945-2021), the Ultimate Compiler

Don Sutton did not have the flash of Sandy Koufax, or the intimidating presence of Don Drysdale. He lacked the overpowering fastball of Nolan Ryan, and didn’t fill his mantel with Cy Young awards the way that Tom Seaver or Steve Carlton did. He never won a World Series or threw a no-hitter. Yet Sutton earned a spot in the Hall of Fame alongside those more celebrated hurlers just the same. He was one of the most durable pitchers in baseball history, as dependable as a Swiss watch.

Alas, durability does not confer immortality. Sutton died on Monday at the age of 75, after a long battle with cancer. Son Daron Sutton, a former pitcher and broadcaster in his own right, shared the news on Twitter on Tuesday:

Sutton is already the second Hall of Famer to pass away in 2021. His former manager, Tommy Lasorda, died on January 7. Both deaths follow a year in which a record seven Hall of Famers died. Friends, we’ve got to stop meeting like this.

In a career that spanned 23 years and was bookended by stints with the Dodgers (1966-80, ’88), with detours to the Astros (’81-82), Brewers (’82-84), A’s (’85), and Angels (’85-87), Sutton started 756 games, more than any pitcher besides Young or Ryan. The wiry, frizzy-haired righty listed at 6-foot-1 and 185 pounds not only avoided the Disabled List until his final season at age 43, he never missed a turn due to injury or illness until a sore elbow sidelined him after his penultimate start in the summer of 1988. Upon retiring, he went on to a successful second career as a broadcaster, primarily with the Braves.

Like Lasorda, Sutton occupied a special place in this young Dodger fan’s life. I was nine years old and riding in the way-back of my family’s maroon-and-faux-wood-panel Chevy Caprice station wagon on a road trip to California on August 10, 1979 when my father conjured up a radio broadcast of the Dodgers game. It was my introduction to the golden voice of Vin Scully, who shared booth duties with Jerry Doggett, calling Sutton’s franchise record-setting 50th shutout, a 9-0 victory over the Giants fueled by a Derrel Thomas grand slam and Mickey Hatcher’s first career homer. You could look it up. Thereafter, no matter where he roamed, I always rooted for Sutton, and grew to love the wit and brutal honesty that accompanied his workmanlike approach and made him eminently quotable, during and after his career.

“Comparing me to Sandy Koufax is like comparing Earl Scheib to Michelangelo,” he once said after surpassing his former teammate on some franchise record list. Read the rest of this entry »


The Seam-Shifted Revolution Is Headed for the Mainstream

Hey there! I want to give you a heads up about this article, because it doesn’t fit into a normal genre I write. Today, I won’t be telling you some new insight about a player you like, or creating some new nonsense statistic that tries to pull meaning from noise. This is a story about how baseball analysis is changing right before our eyes. A group of scientists and baseball thinkers are redefining the way we think about pitch movement, and I think it’s worth highlighting even if I don’t have anything to add to the conversation yet, because this new avenue of research is going to be front and center in Statcast-based analysis over the next few years.

“Seam-shifted wake,” as Andrew Smith, a student of Dr. Barton Smith (no relation) coined it, is a source of pitch movement that the first attempts at understanding the physics of a pitched baseball overlooked. It has already changed the way that coaches and pitchers approach pitch design, and due to recent data advances, it’s about to be everywhere. So let’s go over how we got here, to this newly observable way that pitchers deceive hitters, by starting at the beginning and working forward.

At its core, baseball is a game about one person trying to throw a ball past another person. There are other trappings — bases and baserunners, umpires, a strike zone, the mythology of Babe Ruth, and a million other sundry things. At the end of the day, though, everything starts with the pitcher trying to throw a ball past the batter.

Accordingly, baseball analysis over the years has focused on describing the flight of that ball. For a time, that simply meant describing the shape of pitches — they don’t call them curveballs for nothing. The next step was velocity — radar guns let us appreciate fastballs numerically rather than merely aesthetically.

In the past 15 years, the amount and scope of pitch-level analytical data has exploded. First, PITCHf/x quantified pitch location and movement. When we report a pitcher’s chase rate or how often a batter swings at pitches in the strike zone, it’s because the location where each pitch crosses the plate is recorded and logged. When we say a pitcher has eight inches of horizontal break on their slider, it’s because new technology allows us to measure it.

When Statcast debuted in 2015, it added another wrinkle: radar tracked the spin rate of each pitch in flight, putting a numerical value on something that had previously been only qualitative; a pitcher’s ability to generate movement through spin. Doctor Alan Nathan has written several authoritative studies discussing the value of this spin data. Read the rest of this entry »


FanGraphs Audio: Chris Perez Brought Stories

Episode 906

On the latest episode of FanGraphs Audio, the crew continues to marvel at the impressive squad being assembling in San Diego before a former major league closer joins the podcast to share his tales.

  • At the top of the show, Ben Clemens sits down with resident Padres fan Jason Martinez to talk about the team that won’t stop adding. Just last October, the Padres were forced to start a reliever in a crucial playoff game; now their rotation is simply overflowing. Ben and Jason discuss not taking half measures in roster construction, the concept of having too much depth, and how A.J. Preller has kept the winter exciting. [2:10]
  • After that, David Laurila talks to Chris Perez about his eventful career in the majors. Perez is at times remembered more for what occurred away from the mound, and shares what it was like to be traded to Cleveland, selected to two All-Star teams, and, eventually, suspended. The retired closer is also candid about being the first player fined under MLB’s Twitter policy, his criticisms of fans, and that story you’ve heard about getting in trouble for mailing something to his dog. [27:41]

Read the rest of this entry »


The Astros Reunite With Old Friend Jason Castro

As the most physically demanding position on the diamond, catcher is fundamentally different than the other non-pitching positions. Combine the need for frequent rest and the higher likelihood of injury, and every team is always in search of more catcher depth. There’s a corollary to that, though: because catching exacts such a toll on the body, few catchers are truly standout stars in the same way that infielders and outfielders are. As an idle example, four catchers were worth 3 WAR or more in 2019, and 66 non-catcher position players crested that mark.

Why bring up this fact? Part of the reason is that it’s interesting to me, and I get to pick what I write about most of the time. The bigger part, though, is that I don’t always get to pick what I write about, and this one happens to be a fortuitous combination of the two: the Astros signed Jason Castro to a two-year, $7 million dollar deal with incentives that could tack on $2 million, and somebody needs to write it up.

At first glance, Castro is exactly the kind of catcher that teams always need: he may not be an All-Star (though he was in 2013), but he’s someone you can count on to punch the clock roughly every other day, delivering enough receiving, enough hitting, and enough being-there-ness to fill roughly half of a catcher platoon. Deals like this are evergreen — heck, Martín Maldonado signed roughly the same deal in Houston last year, and he’ll be Castro’s platoon partner. That said, Castro carries a few interesting notes that give him a chance to be more than just another faceless backstop.

First and foremost, Castro is a lefty. That’s not exactly breaking news — stop the presses, I watched a Jason Castro at-bat and found something new — but it’s indisputably valuable. There simply aren’t many left-handed catchers, even if you count switch hitters; lefties made 1,399 plate appearances at catcher in 2020, as compared to 5,272 right-handed plate appearances. That’s a 21% share of PAs, as compared to a 43% share for lefties in the league as a whole. Read the rest of this entry »


Craig Edwards FanGraphs Chat – 1/21/2021

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Dave Magadan Talks Hitting

Dave Magadan was a productive big-league hitter — he logged a 117 wRC+ from 1986 to 2001 — and he’s followed up his playing career with several stints as a hitting coach. In that role with the Colorado Rockies for each of the past two seasons, Magadan previously plied his trade with the San Diego Padres, Boston Red Sox, Texas Rangers, and Arizona Diamondbacks. His current situation is arguably the most challenging he’s faced. Having Coors Field as a home venue is a mixed blessing, and it goes without saying that today’s offensive environment is anything but ideal. Magadan has a boatload of experience and expertise, but he’s also got his work cut out for him.

———

David Laurila: Let’s start with the fact that the game has changed — hitting has changed — since your playing days.

Dave Magadan: “I guess I’m a little biased. I like guys that control the strike zone and hit for a good average. It’s gone so far in the other direction, where guys don’t mind striking out 180 times as long as they’re hitting the ball out of the park. But there’s always a place for guys who give you good at-bats, get on base, consistently hit the ball hard, and aren’t overmatched by a certain type of pitcher. And there are guys like that in the game, but they’re just not as plentiful as when I played.”

Laurila: How much of the balls-in-play issue is swing plane, and the inability to handle the elevated fastball?

Magadan: “We could do about two hours on that, right? I mean, there is so much malpractice out there in the world of baseball. Not big-league hitting coaches, but guys who are trying to make names for themselves being hitting gurus, teaching kids to swing up and create that launch angle that that is so deceptive. Let’s forget about the swing plane; let’s just talk about contact point. To hit the ball in the air, you have to hit the ball out in front, but when you’re consistently trying to create that contact point, you’re going to swing and miss. You’re going to chase breaking balls, you’re going to chase changeups, you’re not going to be able to hit the late-action pitches. Read the rest of this entry »


Dan Szymborski FanGraphs Chat – 1/21/21

12:02
Avatar Dan Szymborski: And hello happy chatters, for this edition of SzymChat that appeared on the front page!

12:03
TD: Assuming the Mets have about $25m to spend, how would you distribute that money to improve the roster?

12:04
Avatar Dan Szymborski: I think I’d sign Justin Turner for $10 million and pay myself $15 million. It improves the roster.

12:04
Dan: Finally got on for one of your chats this year…

Can you do the ZiPS “what-if” I’ve been nagging you about for a decade, Bonds if he hadn’t been a victim of collusion in ’07?

I’m guessing ~50 more homers, ~135 OPS+ in three seasons.

12:04
Avatar Dan Szymborski: It’s only like the third one!

12:05
Avatar Dan Szymborski: He *was* quite old at this point so even if he hadn’t declined, it was going to happen. I can to a Time Warp on tha tthough.

Read the rest of this entry »


Twins Ink J.A. Happ to One-Year Deal

Between Jose Quintana, J.A. Happ, and Joe Biden, quite a few old lefties have found new homes lately. The news on Happ came relatively late yesterday, so if you missed the details, he’s now a Twin after agreeing to a one-year deal worth $8 million, per ESPN’s Jeff Passan and MLB Network’s Jon Heyman.

The departures of Rich Hill and Jake Odorizzi left a hole in the back of Minnesota’s rotation. Happ’s a perfectly capable fill-in, though the move does raise questions about whether the Twins are done enhancing their rotation, and whether the team is good enough to retain the AL Central crown as currently constructed.

In nine starts for the Yankees last season, Happ notched a 3.47 ERA and a 4.57 FIP. That second figure was a significant improvement over his 2019 production, as home runs were a major bugaboo for him back when we last had fans: Yankee Stadium’s cozy confines and a drag-free baseball led to a 1.90 HR/9 ratio and a FIP well over five. While his homer rate dropped a tad below 1.50 per nine in 2020, it was the .220 average batters hit on balls in play that buffed up his ERA.

In a way this marks a return to form. More than a decade ago, Happ first made his name in Philadelphia as a starter who significantly outpitched his peripherals; the gap between his ERA and FIP in Philly was so wide that when the Astros acquired him in a trade for Roy Oswalt, all we had to say about him was “while he has some value as a league minimum guy for the next couple of years, he can be replaced.”

It wasn’t exactly a straight line between then and now, but Happ again looks like a durable innings eater who can provide something approximating league average production out of the rotation. He’s 38 now, but hasn’t shown too many signs of aging. His velocity has dipped a tick over the last two years, though he’s within half a mile per hour of the gas he had in his Blue Jays days. He’s barely missed a start over the last three years and just posted the highest swing-and-miss rate of his career. Steamer, ZiPS, and intuition all have him pegged as the fourthiest No. 4 starter who ever slotted into the fourth spot of a rotation. Read the rest of this entry »


Amid Toronto Rumors, Michael Brantley Stays in Houston

The Blue Jays made the biggest free-agent move of the offseason late Tuesday night by signing George Springer. By the next morning, they looked like they were on the verge of adding his friend and former teammate Michael Brantley too. But reports early Wednesday that he had put pen to paper turned out to be a bit too aggressive, and while he did end up signing by day’s end, it wasn’t with Toronto. Instead, Brantley is returning to Houston on a two-year, $32 million contract, as first reported by FOX 26’s Mark Berman.

While Brantley would have helped Toronto’s offense, he’s a bit of a better fit for the Astros. After signing Springer, the Jays already had four major league-quality outfielders in him, Lourdes Gurriel Jr., Teoscar Hernández, and Randal Grichuk. Adding Brantley would have meant putting him at designated hitter every day (or trading a good player away), which would hurt roster flexibility if Vladimir Guerrero Jr. can’t handle third base and also taken playing time away from Rowdy Tellez. Brantley wasn’t a horrible fit, but given the options still available and potential needs in the infield and the rotation, the Blue Jays didn’t have to have him.

Where he plays is less of an issue for the Astros, who already have a regular DH as long as Yordan Alvarez is healthy. What they really needed was a leftfielder, and Brantley was far and away the best option on a market full of replacement-level options. He was a DH more than he was on the field last season, but that was more out of convenience than necessity due to an early-season quad injury that cost him a dozen or so games, the emergence of Kyle Tucker, and the presence of veteran Josh Reddick. Since 2017, Brantley has graded out as average by UZR and well above-average by DRS, and his -8 Outs Above Average at Statcast make him a roughly average corner outfielder. His defensive skills will decline as he ages, and his speed is gone, but he should still be able to handle playing in the field. And he’s been relatively healthy the last three years after suffering through multiple injuries earlier in his career.

Read the rest of this entry »