Archive for Daily Graphings

How to Neutralize a Rookie Sensation

Yordan Alvarez is the favorite to win the AL Rookie of the Year Award. He completely demolished opposing pitching this year, first in Triple-A (170 wRC+), then in the majors (178 wRC+) after being called up in early June. Between the two levels, he launched 50 home runs while showing elite plate discipline. But this October, he’s been a non-factor for the Astros.

He showed some life against the Rays, going 6-for-19 with three doubles in that five game series. But against the Yankees, he’s been completely shut down. He collected his first hit of the Championship Series last night, a broken bat single off Chad Green. He’s reached base just three other times against Yankees pitching, drawing two walks and reaching on an error. Overall, he’s slashing just .206/.270/.294 in nine postseason games.

What’s even more concerning is his elevated strikeout rate. He struck out just over a quarter of the time he came to the plate during the regular season. That’s jumped up to 37.8% in the postseason. During the regular season, Alvarez never had a nine-game stretch as poor as this one.

There was a nine-game stretch ending on September 6 during which he posted a strikeout rate of 36.6%. But he also launched three home runs over that span, something he hasn’t been able to do during the postseason. Obviously small sample caveats apply here, but it appears as though both the Rays and the Yankees have found similar approaches to neutralizing the 22-year-old rookie. Read the rest of this entry »


CC Sabathia’s Storied Career Reaches a Rough Ending

The Yankees’ 8-3 loss in Game 4 of the ALCS did not eliminate them, but between their missed opportunities early (stranding five runners in scoring position in the first five innings) and their sloppiness late (four errors over the final four innings), the game had an air of finality about it. Nowhere was that more true than in the case of CC Sabathia, who departed due to a shoulder injury in what will stand as the final appearance of a 19-year major league career that may well be capstoned by a plaque in Cooperstown.

On Friday morning, the Yankees announced that Sabathia had experienced a subluxation of his shoulder joint and replaced him on the roster with righty Ben Heller. The move means that he would not be allowed to be reactivated for the World Series, almost certainly a moot point given the condition of his shoulder, to say nothing of the Yankees’ precarious position. Sabathia, who appeared to be in good spirits during a pregame press conference on Friday despite pain that he described as “pretty intense,” said that he would “maybe get an MRI after we get back from Houston” and that he doesn’t know yet whether he will need surgery.

Dropped into a difficult situation in his second relief appearance of the series and just the fourth of his career — runners on second and third with no outs in the top of the eighth, with the Yankees already down 6-3 — Sabathia was victimized by the first of Gleyber Torres‘ two errors when Yordan Alvarez’s chopper deflected off the second baseman’s right hand as he positioned himself to throw home; Alex Bregman scored on the play, and Alvarez was safe at first. After retiring Carlos Correa on a soft liner to right field, one in which Aaron Judge nearly doubled Yuli Gurriel off second base, Sabathia hit Robinson Chirinos on the left elbow with a pitch, loading the bases. He got Aledmys Diaz to pop up to shallow right, keeping Gurriel from scoring, but after missing inside on a 1-1 cutter to George Springer, Sabathia grimaced, and both manager Aaron Boone and head athletic trainer Steve Donohue came to the mound.

According to Sabathia, his shoulder popped during his last pitch to Diaz: “I just felt like when I released the ball, my shoulder kind of went with it.” In other words, he pitched through a partial separation when he faced Springer, throwing a first-pitch cutter that reached 91.2 mph.

After throwing one warm-up pitch to check if he could continue, Sabathia told Boone and Donohue, “I’m done,” shook his head, and then departed to a heartfelt ovation from the Yankee Stadium crowd as well as both dugouts. The FS1 broadcast showed both Springer and Gerrit Cole paying their respects, then a slump-shouldered Sabathia covering his face with his glove, understandably overcome with emotion but — and maybe this is just a scribe projecting — ever so slightly tipping his cap to the crowd even as he did. It wasn’t easy to watch, and you’re by no means obligated to, but here’s the whole scene: Read the rest of this entry »


The Yankees Still Need Adam Ottavino

Last offseason, the Yankees gave Adam Ottavino a three-year, $27 million contract, a move that added yet another high octane arm to their already-loaded bullpen. And unlike some reliever contracts, it has worked out quite well thus far.

Ottavino had a solid first year in New York. His 1.90 ERA was a career-best, as was his 2.5 RA9-WAR. His 3.44 FIP (74 FIP-) and 4.32 xFIP (94 xFIP-) suggested that he was probably quite a bit worse than his ERA indicated, due to a year-over-year strikeout rate that fell from 36% to 31% and a walk rate that ballooned from 12% to 14%. So, yes, Ottavino wasn’t nearly as dominant in 2019 as he was the year before, but that doesn’t mean he wasn’t useful in the Big Apple. His 1.3 WAR ranked 22nd among all relievers and second on the team.

We could dig deeper into Ottavino’s 2019 campaign if we so desired, but that’s not why he’s relevant right now. The 66 and third innings he pitched during the regular season were important, but they are not nearly as meaningful as the two and one-third innings he’s pitched so far this postseason. Ottavino has faced just 18 hitters this October, but the Yankees have already been ridiculed for “making a big mistake” in sticking with him.

Perhaps this is a fair argument; Ottavino’s October results certainly reflect the rationale behind the criticism. Of the 18 batters he has faced, seven of them have recorded hits, three more have walked, and just seven have made outs. The slash line against Ottavino is ugly: .467/.556/.800.

Read the rest of this entry »


The Astros Edge Toward the World Series

The Astros beat the Yankees 8-3 last night, moving within a win of their second World Series berth in three years, but the night didn’t have to turn out that way. The victory was comprehensive — Houston out-homered the Yankees, had more non-homer hits, struck out less than half as often, and committed three fewer errors. Five runs is an odd lead, but it’s also the first truly safe lead in baseball. The Astros could have spotted the Yankees a grand slam before the game and still come out ahead.

But baseball doesn’t really work that way. If the Yankees had started the game ahead 4-0, things would have gone differently. Batters wouldn’t have gotten the same pitches, different Yankees relievers would have thrown, A.J. Hinch would have been forced to manage differently; the things that happened last night weren’t deterministic, destined to play out in the same order regardless of circumstance.

So with that in mind, let’s look at a few places where the Yankees could have changed history. They might have lost anyway, and they might have won — but they had their chances to do something, and simply didn’t make the most of them.

Gary Sánchez Bats in the First
Gary Sánchez bats seventh for the Yankees, so when he appears in the first inning, something has gone very right. Not only that, but he came up with the bases loaded; Zack Greinke looked shaky, with three walks on the night already, and Sánchez had a chance to deliver a decisive blow early. Read the rest of this entry »


The Ball Threatens to Overshadow Baseball

With the postponement of Wednesday’s scheduled ALCS Game 4, the de-juiced baseball remained a hot topic of discussion, particularly in New York, where the Yankees appeared to catch a game-changing bad break on Didi Gregorius‘ fifth-inning fly ball that instead of becoming a three-run homer that would have swung the lead in their favor, was caught at the warning track. Players and managers are talking about it, fans are talking about it, analysts are talking about it — here in New York City, even on the 10 pm local news. Like it or not, it’s an issue that won’t go away, in part because of MLB’s stubborn insistence that nothing has changed, even in the face of evidence to the contrary, as well as the reality that the league actually owns about 25% of Rawlings, the manufacturer of the baseball (the other 75% is owned by Seidler Equity Partners, founded by Peter Seidler, the leading investor of the Padres). While none of this invalidates what the players on the field are accomplishing, everybody is suddenly playing or watching a very different game than we’d grown accustomed to during the regular season.

On Saturday, our own Craig Edwards reported that Cardinals manager Mike Shildt said that his team’s analytical department had noted that fly balls are traveling four-and-a-half feet less far than normal. ESPN’s Jeff Passan reported on Wednesday that officials from two unnamed teams (quite possibly those of the Astros and Yankees, since Passan was reporting from New York) “concurred that whatever batch of balls has been used during October is not performing the way the ones in the regular-season did.”

The change concerns the drag on the baseball, which according to the work of Baseball Prospectus’ Rob Arthur has increased sharply relative to the regular season, strongly suggesting that different balls are being used. Arthur estimated that 50% more homers would have been hit if the regular season ball were being used. On Thursday, Arthur published a new piece showing that the postseason baseballs are also affecting pitchers, producing slightly less vertical break (by about 0.4 inches) on curveballs, and that “Sliders are cutting across the zone a little less; sinkers staying a little more buoyant… [The changes] all seem to hover on the border between just large enough that baseball’s tracking system can detect them and just small enough that a major-league hitter probably wouldn’t care.” Read the rest of this entry »


The Astros Need to Solve Masahiro Tanaka’s Slider

If Masahiro Tanaka has a signature pitch, it’s his slider. When he first came over from Japan in 2014, nearly half of his strikeouts came on the splitter despite throwing it only a quarter of the time. In his first three seasons in the majors, Tanaka threw his splitter more often than any other pitch and batters put up a feeble 37 wRC+ against it, while whiffing on the pitch 19% of the time. But in 2017, Tanaka used his slider more often than the splitter. In 2018, that trend continued; he got better results from his slider than he did with the splitter. This season the disparity in usage and effectiveness grew. Tanaka struggled with his splitter due to changes in the baseball, but even after re-configuring the splitter in July, his slider has remained his best pitch.

Against the Astros in Game 1 of the ALCS, Tanaka got eight swings and misses. Every single whiff came on the slider. Here’s how Tanaka’s usage of his slider has compared to that of his splitter this season:

Read the rest of this entry »


So You Wanna Buy a Baseball Team

In a postseason full of headline-grabbing stories (the ball is de-juiced! Gerrit Cole is a cyborg! The Nationals win in the playoffs now!), a quiet bulletin came out on Wednesday. Bloomberg’s Scott Soshnick reported that Major League Baseball will now allow investment funds to take minority stakes in teams.

The news cycle moved on. The Yankees-Astros game was postponed! What will A.J. Hinch and Aaron Boone do with their rotation flexibility? Did you know Juan Soto isn’t yet 21? There are big baseball things happening right now! Investment mumbo-jumbo has a way of fading to the background.

I’m here to tell you that it matters. Not in an urgent, baseball-ends-today way, but in a way that could change the nature of the sport long-term. This story might not be on everyone’s radar right now, but it’s important to consider the ramifications and conflicts of interest that can arise from a small change.

To understand what this decision means, we’ll need a little background. First, let’s talk about what an investment fund is. It’s a broad term by design, one that encompasses many different ways of pooling together money. Without further comment from MLB, we can’t know the exact specifications of what they’ll allow, but we can make some educated guessed. A college endowment? Definitely. A special purpose fund raising money from 100 rich people to invest in teams? Certainly — one has already been started, and it plans to raise $500 million to purchase minority stakes.

What about a pension fund? Pension funds’ preferred tax status mirrors that of college endowments, and the two invest in very similar ways. A hedge fund? Baseball will have to spell out the rules, but that doesn’t seem so different from letting endowments or pensions own minority shares, and it’s certainly not much different than a special purpose vehicle. Heck, hedge funds are largely specialized investment pools already, and endowments and pensions make up a sizable portion of hedge fund assets under management. Read the rest of this entry »


Anthony Rendon Isn’t Underrated Anymore

In 2017, The Ringer called Anthony Rendon baseball’s “unknown superstar.” A year later, at the conclusion of the 2018 season, Beyond the Box Score described Rendon as “constantly overlooked.” I’m pretty sure there’s a law somewhere that says that when you write about Rendon, you have to describe him using the word “underrated” or one like it. But rules were made to be broken, and this one has run its course. Rendon is too good to be underrated any more. He has a strong case as being the best third baseman in baseball — which is an incredibly deep field — and an even better case as one of the top 10 players in the game overall.

Let’s start with the top-line figures and then get into the mechanics. Here are baseball’s WAR leaders since 2013, when Rendon made his debut for the Nationals:

WAR Leaders, 2013-2019
Player wOBA PA WAR/100 PA WAR
Mike Trout .424 4,499 1.39 62.6
Josh Donaldson .382 4,148 0.98 40.6
Mookie Betts .377 3,629 1.03 37.2
Buster Posey .348 3,898 0.95 36.9
Paul Goldschmidt .391 4,626 0.77 35.8
Christian Yelich .374 4,043 0.83 33.6
José Altuve .363 4,594 0.72 32.9
Anthony Rendon .366 3,927 0.83 32.7
Freddie Freeman .386 4,424 0.73 32.5
Manny Machado .349 4,533 0.71 32.0

Read the rest of this entry »


ALCS Rainout a Mixed Bag for Pitchers

The Yankees and Astros both won over 100 games in the regular season but nobody beats Mother Nature. When a rainstorm causes cool terms like “bomb cyclone” or “explosive cyclogenesis” to be bandied about, you know you’re not expecting a light drizzle. Yankee Stadium is currently dry, but with a system the size of the mid-Atlantic barreling up the coast, it didn’t make sense for MLB to pretend that tonight’s ALCS Game 4 was going to take place. Just look at the radar, courtesy of the National Weather Service:

Yikes. The rain provides the Yankees and Astros with an extra off-day now at the expense of losing an off-day between a possible Game 5 and Game 6. This isn’t a big deal for the hitters, but it will result in some revised pitching plans. In a five-game divisional series, teams can generally muddle through with a three-man rotation. Due to the 2-2-1 format, no team plays on three consecutive days, and while the Game 1 starter would have to pitch Game 4 on short rest, the Game 2 starter can pitch in a possible rubber match on normal rest. This extra rest gives teams the flexibility to either stretch their best three starters or, as the Nationals demonstrated, use starting pitchers in relief more aggressively.

But short of baseball going to some kind of impractical 2-2-1-1-1 format, that doesn’t quite work in a seven-game series. So unless you’re going to have your entire rotation do it 1930-style, you’ll need to use a fourth starter. That isn’t an ideal situation for either the Yankees or the Astros. From a pure projection standpoint, it’s actually doesn’t move the probabilities. The Astros get an immediate benefit in that they avoid a Bullpen vs. Bullpen Game 4; ZiPS takes bullpen depth into consideration and Yankees enjoy a significant projected edge in any such bullpen game. Before the rainout, ZiPS projected the Yankees to have a 56%-44% edge in a home bullpen duel, so it’s a nice game to delay if you’re Houston.

The problem you run into with this model is that the rainout doesn’t really add an extra day of rest, it simply moves it. Since there are only two days of rest for a Game 4 starter to pitch in Game 7 now, both teams end up repeating the dilemma of either using a fourth starter — particularly problematic for the Astros — or going with a bullpen game. Read the rest of this entry »


Howie Kendrick Is the Kind of NLCS MVP You Want to See

This could be the story of a kid with an awkward swing getting cut from his junior college ball team and never playing again, but it isn’t.

This could be the story of a rookie who debuted with the Angels by starting a slick double play, but never learned to hit, got sent back to the minors, and lived out the rest of his baseball days eating peanut butter and jelly and not hearing the phone ring.

But it’s not that either.

This could be the story of a young player who got spread too thin as his team experimented with playing him all over in the infield. “Things happen everyday in baseball,” Howie Kendrick told the L.A. Times in 2006. “One day I might be an outfielder. I’m open to moving anywhere.” And he did. He’s played 190 games in the outfield, so far.

This could be the story of a talented hitter trapped behind a middle infield logjam at the top of the Angels’ farm system. Or buried in their lineup under 700 pounds of struggling sluggers named Albert Pujols, Josh Hamilton, and Mark Trumbo.

Or a debatable starter who became the smiling face on the poster for “Batting Average Doesn’t Tell the Whole Story.” Or a veteran infielder relegated to the corners, sideswiped by strained hamstrings and a sore abdomen.

But it’s not any of things. Not entirely, anyway. Read the rest of this entry »