Archive for Daily Graphings

Elegy for 2021: Recapping the AL Central, Team by Team

After a one-year hiatus due to the oddity and non-celebratory feeling of a season truncated by a raging pandemic, we’re bringing back the Elegy series in a streamlined format for a 2021 wrapup. Think of this as a quick winter preview for each team, discussing the questions that faced each team ahead of the year, how they were answered, and what’s next. Do you like or hate the new format? Let me know in the comments below!

Chicago White Sox (93–69)

The Big Question
Did the White Sox miss out by not acquiring another bat? I wouldn’t say they had a lackadaisical offseason, considering they made two massive upgrades to their pitching staff in Lance Lynn and Liam Hendriks. But they didn’t show a similar vigor in adding to the offense. Chicago didn’t struggle to score in 2020, finishing second in the AL in runs scored, but right field and designated hitter were notorious weak spots. And while there was talk about swiping Nelson Cruz out from under the Twins’ noses, the White Sox settled for signing wayward son Adam Eaton to a one-year deal and counting on top prospect Andrew Vaughn to be ready for the majors. Both were considerable risks: Eaton was coming off the worst season of his career, and Vaughn had yet to play above A-ball, where a lot of his value came from walks.

How It Went
That part of the plan didn’t quite work out. Vaughn did a respectable job picking up the outfield on the fly and even briefly cosplayed as a second baseman and a third baseman. But while he showed a solid eye at the plate, as in A-ball, not a lot of power came out of it; he struggled to a .613 OPS in the second half, and righties dominated him with breaking stuff all season. In the end, Vaughn would have been better served at Triple-A, which already would have been a big leap; the White Sox didn’t get anything from him they couldn’t have gotten from any other random fourth outfielder on a one-year deal. Eaton, meanwhile, was terrible, saw his playing time diminish, and was released midseason.

In the end, though, it didn’t actually matter! Neither Cleveland nor Minnesota proved up to the task of contention, and the White Sox were blessed with Yermín Mercedes having the best two months of his life in April and May, giving the team a surprise reinforcement at a time when the division was still in doubt. Even injuries to Eloy Jiménez and Luis Robert couldn’t completely stop the team in its tracks. By the time Chicago acquired Craig Kimbrel at the deadline, the AL Central race was long over for all intents and purposes. Read the rest of this entry »


Ian Anderson’s First-Inning Issues: Fact or Fiction?

Ian Anderson had a rough go of first innings this year. In 24 games, he compiled a 6.38 ERA, and this isn’t some case of a pile of seeing-eye singles doing him in. He allowed 2.3 home runs per nine innings, walked 14.2% of the batters he faced, and generally let the offense do what they wanted. His numbers worked out to a 5.29 FIP, which hardly seems like a fair representation of his skill. In every other inning he pitched this year, he was comparatively excellent: 0.9 home runs per nine, an 8.8% walk rate, and sterling run prevention numbers (2.93 ERA, 3.71 FIP).

I hate to use the word “narrative” because it’s mostly a lazy baseball writer crutch, but it’s unavoidable here: the narrative that Anderson is vulnerable in the first inning and bulletproof afterwards has been omnipresent in his playoff starts. When he gave up a first-inning home run to Corey Seager in Game 2 of the NLCS, it was something obvious to point to. First inning? Must just be Anderson’s unique flaw, a magic spell that makes him terrible until he gets a chance to grab some sweet dugout pine.

If you can’t tell from the way I’ve described it, I’m skeptical. Splits like that feel too hand-wavy, too post hoc ergo propter hoc, if you’re into being pretentious like I am. Every pitcher has to be worst in some inning, by sheer chance alone, even if their true talent never wavers. If I had my druthers, I’d just ignore the whole thing and go back to watching dugout celebrations. But because the first inning is the first, rather than the third or the sixth or any other random number, I thought I’d do an investigation into how much we should believe it. Read the rest of this entry »


In Repeat of Game 4, Astros Turn Pitchers’ Duel Into Game 5 Rout

BOSTON — For the second straight game, a close contest turned into a blowout. Fueled by a five-run fifth inning, the Astros rolled to a 9–1 win over the Red Sox in ALCS Game 5. Played under a full moon in front of 37,599 fans at Fenway Park, the victory gave Dusty Baker’s squad a 3–2 lead in a series that now moves to Texas for Game 6 on Friday.

Chris Sale and Framber Valdez were on the mound to start, and both did what has become all too rare in the modern-day postseason: provide quality innings beyond the third, fourth, and fifth. But it was Houston’s pitcher that ultimately shone brightest.

The game began with Jose Altuve flying out on a first-pitch changeup, an offering that Sale has struggled to execute in recent outings. The southpaw then recorded a strikeout and a groundout, both on fastballs, and finished the frame having thrown just nine pitches. Unlike in his earlier October starts, he looked sharp. Valdez was nearly as efficient in the bottom half, setting down the Red Sox in order on just a dozen pitches. Like his adversary, he recorded one of the three outs on a strikeout. Read the rest of this entry »


Cody Bellinger Has Made Some Adjustments

To calm everyone down from that saucy title, we’re going to start with a few simple facts. Starting in the postseason, Cody Bellinger has made a few adjustments. He’s shifted his position in the box, he’s striding more toward the pitcher (as opposed to the first base dugout), and he’s shown an ability to flatten his bat path on high fastballs. Anecdotally, he looks a little less stiff to me and his swing decisions seem better, but let’s ignore those last two for today and focus on the mechanical aspect.

Alongside these adjustments, Bellinger has been a better hitter in the playoffs. In 28 plate appearances, he’s batting .291/.392/.458, all against very good pitching. It’s not vintage Bellinger or anything, and it’s worth noting that he’s struck out plenty, nine times in nine games thus far. Still, it’s a heck of a lot better than the 48 wRC+ he spewed up in the regular season.

Let’s take a closer look at what he’s been doing lately, how it differs from his setup in the regular season, and why it may actually be significant. Read the rest of this entry »


Cardinals Generate More Questions Than Answers With Shildt’s Departure

Last Thursday, the entirety of the baseball world was focused on one thing and one thing only: Game 5 of the National League Division Series between the Dodgers and the Giants, the most anticipated contest of the year. But that afternoon, the Cardinals created an unexpected distraction by announcing the firing of manager Mike Shildt, the man who led them on a historic winning streak as part of a second-half surge that took St. Louis from a game under .500 on August 8 (the day their FanGraphs Playoff Odds bottomed out) to the National League Wild Card game. The Cardinals ultimately lost that game to the Dodgers, marking the end of their season and the last game in Shildt’s tenure with the team.

St. Louis’ President of Baseball Operations, John Mozeliak, spoke briefly with the press following the announcement, citing vague “philosophical differences” and admitting that Shildt was as shocked as those on the outside by the decision. Shildt offered little more during an even briefer set of remarks on Monday during which he took no questions, admitting that there were differences but choosing not to go into detail; his decision not to air his (or the team’s) dirty laundry is understandable, as he instantly became a legitimate candidate for any and all of the league’s current managerial openings. 

So what’s behind the separation between the two parties? The Athletic’s Katie Woo noted some midseason stress over the team’s poor performance and uninspiring trade deadline, as well as some in-season clashes concerning analytics. Shildt admitted to some of that being true but also talked about it not being the “entire picture.” In other words: All we have are guesses and theories. Read the rest of this entry »


The Dodgers Have a Book on Freddie Freeman

Through two games of the NLCS, Freddie Freeman has been a complete non-factor for the Braves, making it that much more surprising that they’re just two wins away from the World Series. In eight trips to the plate, he has no hits and seven strikeouts; his 0-for-4 with four strikeouts in Game 1 made him Atlanta’s least-valuable hitter by win probability added, at -.148. At least in Game 2, with another 0-for-4 (this time with three punchouts), he was only Atlanta’s second-least valuable hitter by WPA at -.151.

The postseason forces us to look at tiny samples, but Freeman striking out in seven consecutive plate appearances tied his career high. Adding to the improbability of it all, he has struck out three or more times in one game in just 19 of the 639 he’s played with three or more plate appearances since the start of 2017. For context, Joey Gallo (21), Javier Báez (21), Randy Arozarena (21), and Matt Chapman (20) had more three-plus-strikeout games this season.

For what it’s worth, Freeman isn’t at the top of the league in avoiding the three-strikeout game, even if it is indeed rare for him. Among the 285 players with at least 250 three-plate appearance games since the beginning of 2017, his three-strikeout game rate of 3.0% ranks 101st. Two players, Jonathan Lucroy and Eduardo Núñez, did not have any three-strikeout games in this stretch, and another six had just one. While he’s above the median in this stat, Freeman isn’t a player who will avoid the strikeout entirely; after all, he has struck out in 17.4% of his plate appearances in the last five years, a figure that’s better than the league average but not among the lowest rates in the game.

But seven strikeouts in two games? This isn’t Gallo here; it’s still absurd for Freeman to strike out this much in such a short span. Only twice in his career has he struck out at least three times in back-to-back games, and he’s struck out in seven consecutive plate appearances just two times before as well. Let’s break down how Dodgers pitching has done it so far. Read the rest of this entry »


Bats Still Booming, Boston Routs Houston 12-3 in ALCS Game 3

BOSTON — The Red Sox came into Monday’s ALCS Game 3 having recorded double-digit hits in each of their last five games, a postseason streak matched only by the 1989 Cubs, the 2002 Angels, and the ’04 Astros. More importantly, they’d scored 39 runs and won four times, with the lone loss inconsequential in the club’s quest for a World Series championship. Returning to Fenway Park looking to gain an edge in a series knotted at a game apiece, Boston boasted the hottest bats of the four teams still standing.

The onslaught continued on a chilly night that started with a game-time temperature of 54 degrees. Buoyed by four home runs, Boston bashed Houston by a score of 12-3, swatting 11 hits along the way.

Game 3 was similar to Saturday’s Game 2 — a 9-5 Red Sox win — in several respects. Early offense set the tone, and it came after Eduardo Rodriguez began by firing bullets. The Red Sox southpaw retired the first six Astros batters, four by way of the strikeout, and the 95.8 mph heater that Michael Brantley swung through wasn’t just a whiff, it the hardest pitch he’s thrown in 2021.

By evening’s end, Rodriguez had received the most run support he had all year, too. Read the rest of this entry »


The Incredible Shrinking Postseason Starter

Don’t blame the Dodgers. Or don’t just blame the Dodgers. While the defending champions used Corey Knebel as an opener in back-to-back postseason games to finish the Division Series and begin the League Championship Series (albeit under very different circumstances), starting pitchers throughout this postseason are throwing fewer innings than ever. Thus far this October, starts of three innings or fewer outnumber those of six innings or more by 60%! More than one-third of all starting pitchers are getting the hook before they reach double digits in outs, and even the aces aren’t pitching deep into games as frequently.

Sunday night’s NLCS Game 2 between the Braves and Dodgers provided yet another example. Before Ian Anderson even recorded an out, he was down 2-0 thanks to a Mookie Betts single and a Corey Seager homer. He faced seven batters in the first inning, and while he had a 1-2-3 second, he put two men on in the third, after which manager Brian Snitker elected to pull him for a pinch-hitter.

Opposite number Max Scherzer, after being pushed back a day due to his Division Series Game 5-saving effort, held the Braves scoreless through three innings but walked Austin Riley and then gave up a titanic game-tying homer to Joc Pederson in the fourth; when the lineup turned over after he recorded his first out of the fifth, manager Dave Roberts pulled him in favor lefty Alex Vesia — the second time in three postseason starts that Scherzer has exited before completing five innings. For as much of an affront as this might have been to purists, the 37-year-old future Hall of Famer conceded afterwards, “My arm was dead. I could tell when I was warming up that it was still tired… I wasn’t going to be able to get truly deep into a game, and I wasn’t going to be able to get to that 95, 100-pitch count.” Read the rest of this entry »


Sunday Notes: Brent Strom Ponders the End of the Road

Brent Strom may or may not be calling it a career. The 73-year-old Houston Astros pitching coach said earlier this week that he’s been considering retirement, adding that a decision will be made “when the season ends.” With his team battling Boston in the ALCS, that determination could come as soon as next week, or it could extend into November. Regardless of when he ultimately steps away, Strom will have made a meaningful mark on the game of baseball.

A southpaw whose playing career saw him take the mound for three big-league teams, Strom had his best seasons in 1975 and 1976 when he cumulatively logged a 3.02 ERA over 331 innings with his hometown San Diego Padres. In 1978, he became the second pitcher to undergo Tommy John surgery.

The guidance that he’s subsequently provided is what’s garnered him the most respect. For the past three decades, Strom has tutored hurlers at the minor- and major-league levels, serving as both a coordinator and as a pitching coach. Prior to being hired by Houston in October 2013, he spent six years with St. Louis.

I asked Adam Ottavino about Strom prior to ALCS Game 1.

“We had ‘Strommy’ with the Cardinals toward the end of my time in the minors,” said the Red Sox right-hander, who spent five seasons in the St. Louis system after being drafted out of Northeastern University in 2006. “He worked with me when I was struggling in Double-A, and I really liked the way he talked about there being many different ways to go about pitching. You didn’t have to fit into some small little box. At the time, a lot of people were preaching one way of pitching — kind of pitching to contact and throwing fastballs low in the zone — and he wasn’t afraid to challenge that idea.” Read the rest of this entry »


Giancarlo Stanton’s Long Single

Every now and then, something happens in a major league game that arouses my interest as a baseball physicist. In the sixth inning of the recent American League Wild Card game, the Red Sox were up 3-1. With Aaron Judge on first and one out, Giancarlo Stanton hit a laser of a shot that bounced high off the left-center field wall at Fenway, barely missing a home run. As it happened, Judge was thrown out at home plate, while Stanton took second on the throw. It was truly a game-changing play. But what I really want to talk about is Stanton’s shot, particularly the distance the ball would have gone had it reached field level unobstructed. That is the usual meaning attached to “home run distance.” Although not normally done, I want to apply it to a single.

As it turns out, there is a wealth of data available that allows us to figure this out. First, we know the Statcast measurement of the launch conditions:

Table 1: Giancarlo Stanton Statcast Launch Parameters
Exit Velocity (mph) Launch Angle (deg) Spray Angle (deg) Spin Rate (rpm) Spin Axis (deg)
114.9 17.8 -11.9 1115 184

The most important of these parameters, exit velocity and launch angle, are publicly available. Of lesser importance to the calculation are the spray angle, spin rate, and spin axis. Note that the ball is hit very hard and, typical of Stanton, at a somewhat low launch angle. For both those reasons, the spin rate is not particularly large and the spin axis indicates nearly perfect backspin (i.e., very little sidespin). Note also that the small negative spray angle means the ball was hit slightly to the left-field side of center. Read the rest of this entry »