Archive for Daily Graphings

How Much Do the Angels Benefit When Ohtani Hits When He Pitches?

There might be no player in baseball who is more fun to watch or more talented than Shohei Ohtani. On Tuesday, he beat out what looked like a routine groundball to shortstop for an infield single, with a sprint speed of 29.5 feet per second. Later that game, he drilled a ball 431 feet for a solo home run — one that left his bat at 108.9 mph, already his 11th batted ball of 105 mph or more this season. That’s all business as usual for the two-way star, even as he recovers from a blister that has kept him from making a start as a pitcher since April 4.

That April 4 outing, though, was truly one-of-a-kind. Ohtani put on a show, starting the game and hitting in the No. 2 hole, becoming just the third pitcher to hit for himself in a game with the DH spot available. Though the feat was unique, Ohtani’s appearance in the lineup as a pitcher was not a surprise. He and the Angels thoroughly discussed the strategy in spring training, and he pitched and hit leadoff in a game on March 21. While it was only spring training, Joe Maddon whipped up the coolest lineup card I have ever seen:

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Another Post About Fastball Velocity

If you felt like you hadn’t gotten enough fastball velocity analysis at FanGraphs in the past week, do I have a treat for you! Last week, Kevin Goldstein expounded on the importance of the shape of a fastball in determining its effectiveness, making it clear that velocity is the driving factor in evaluating a fastball, but that deviating from a “normal shape” (interpreted as an inch of ride for every inch of run) can lead to missing more barrels. Devan Fink, meanwhile, showed that fastball velocities have increased across the league to start the year, which is especially striking since fastball velocities are usually at their nadir in April. Devan also highlighted pitchers who have seen an especially large bump. Finally, on Friday, Jake Mailhot took a look at Chris Paddack’s first start with a focus on the righty’s fastball after a disappointing 2020 season.

I recommend reading all those pieces, if you haven’t already. Kevin and Jake give credence to the idea that fastball shape is an essential factor in a good fastball. But I want to focus on Devan’s article on fastball velocity and how it seems to be increasing again in 2021, as it has every season since 2008. One can surmise that this is a product of pitchers acknowledging the importance of velocity (thus training with gains in mind) and teams giving more innings to pitchers who, by and large, throw harder. Velocity obviously matters, but how much? Read the rest of this entry »


The New Ball Is Confusing!

Last week, Justin Choi published an examination of the new ball. The results were — well, you should read it for yourself, but they were muddled, to say the least. Home runs are down! Exit velocity is up! Liners got better, fly balls got worse. It’s enough to make you wonder whether we’ll ever know the answer. It’s also catnip to analysts, and so today I’d like to present some supplemental evidence that only makes me more confused.

There were two key conflicting findings in Justin’s research. First: home runs are down, and fly balls aren’t carrying as far, on average, as they did last year. Second, overall exit velocity is up league-wide, whether you care about broad averages or the hardest-struck balls. The two effects — harder hits, less carry — benefit line drives over fly balls, because line drives both spend less time in the air and depend less on distance for their value.

I wasn’t really sure what to make of the fact that fly balls are carrying less. There are so many confounding factors — weather, new humidors, angle, stadiums, the list goes on and on — that I don’t think I’ll ever be able to disambiguate them all, but I took a crack at it. Read the rest of this entry »


Clayton Kershaw Is Elite, and Ross Stripling Knows Why

Ross Stripling was the featured guest on episode 905 of FanGraphs Audio, and something he said after we finished recording prompted what you’re about to read. Stripling mentioned that he could have spent the entire segment talking about the impact Clayton Kershaw — his Los Angeles Dodgers teammate from 2016-20 — has had on his career. That bug in my ear, I made it a point to circle back to the 31-year-old Toronto Blue Jays right-hander to explore that subject for print.

We ended up covering more than just that. Along with the matter at hand, Stripling delved into what makes Kershaw Kershaw.

First things first.

“I wouldn’t have had the success that I’ve had in the big leagues if it wasn’t for Clayton’s mentorship,” said Stripling, who has a 3.85 ERA and a 3.91 FIP over 444-and-two-thirds career innings. “I met him in the spring of 2014 — that was my first big-league camp — but ended up tearing my UCL and didn’t get to interact with him nearly as much as I wanted to. But he’s a North Texas guy — Highland Park — and I’m from South Lake. We’re 20 minutes apart, so I knew everything about him.”

That includes Kershaw having committed to Texas A&M, only to sign with the Dodgers out of high school in 2006. Stripling chose a different route. He spent four years at A&M, earned a finance degree, and was drafted and signed by the Dodgers in 2012. It was four years later that Stripling’s baseball education truly began to take root. Read the rest of this entry »


It’s Probably Time To Be Concerned About Javier Báez

The Cubs dropped their third straight game on Monday night in Milwaukee to fall to 4–6, and even that record feels like a miracle for them. Their crew of low-velo/command types in the rotation haven’t performed well, and the offense has been a non-factor with a miserable .164/.264/.321 line in 312 plate appearances; Chicago ranks last in baseball in all three triple-slash categories. Of the regular starters, just three are over the Mendoza line, only three have an on-base percentage over .300, and only three are slugging over .300. The end result is fewer than three runs per game, and even in a wide-open NL Central, that is just not going to cut it.

There are numerous rough starts to dissect on the North Side. But I want to focus on Javier Báez’s continued struggles, in terms of both approach and contact ability, and a future that grows cloudier by the game.

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Craig Kimbrel Is Dominant Once Again

At 4-6, with losses in two straight series, the Cubs are off to a sluggish start, but one player who has impressed thus far has been closer Craig Kimbrel. After struggling for the better part of his first two seasons in the Windy City, he has not only demonstrated dominant form in the early going, he’s actually built upon a rebound that began in the middle of last season, one that suggests his recovery is no passing matter.

Kimbrel, who last pitched on April 8, when he recorded a five-out save against the Pirates — his first outing of more than three outs since Game 3 of the 2018 World Series — has retired all 14 batters he’s faced this season, nine via strikeouts, including the first five batters he faced in the new year. What’s more, he’s retired 24 in a row dating back to last September 12, and 35 out of 38 going back to the start of last September, 22 (57.8%) via strikeouts. In that span, he hasn’t walked a single hitter or given up an extra-base hit, meaning that he’s held batters to an .079/.079/.079 line, an 83.0 mph average exit velocity, just one hard-hit ball (95.0 mph or greater), and not a single barrel. That’ll do.

In other words, Craig Kimbrel is back.

Once the game’s most dominant closer, Kimbrel made seven All-Star teams while pitching to a 1.91 ERA and 1.96 FIP with a 41.6% strikeout rate from 2010-18, making seven All-Star teams along the way. He wasn’t as dominant in his time with the Padres (2015) or Red Sox (2016-18) as he’d been with the Braves, but he did help Boston win a World Series in the last of those seasons.

Though he saved 42 games in 2018, his highest total since being traded by the Braves, Kimbrel set career highs in home run rate (1.01 per nine) and FIP (3.13) that season, and then was scored upon in his first four postseason appearances — apparently because he was tipping his pitches — before righting the ship. Read the rest of this entry »


A Look at Very Early 2021 Injury Trends

Just two months ago, Fernando Tatis Jr. signed a mammoth contract that will keep him in San Diego through 2034. He entered the 2021 season as arguably the most hyped player in the majors. We all breathed a collective sigh of relief when, after exiting a spring training game with shoulder discomfort, Tatis was cleared to resume play just a day later. Sadly, though, one of the game’s biggest stars was sidelined last week with a partial shoulder dislocation after taking a hearty swing at the plate.

On the heels of last year’s shortened season, fans and teams braced themselves for what they worried might be a bad year for player injuries. The season is entering just its second full week of action, but several notable players have already hit the Injured List, and this doesn’t even count the spring training losses of Eloy Jiménez, Kirby Yates, or George Springer:

Early 2021 Notable Injuries
Name Team Pos Injury Date Injury
Ke’Bryan Hayes PIT 3B 04/03/21 Wrist inflammation
Elieser Hernandez MIA SP 04/03/21 Biceps tendon inflammation
Tim Anderson CHW SS 04/04/21 Strained hamstring
Fernando Tatis Jr. SDP SS 04/05/21 Shoulder subluxation
Kevin Kiermaier TBR OF 04/05/21 Strained quad
James Paxton SEA SP 04/06/21 Strained forearm
Mike Soroka ATL SP 04/06/21 Shoulder discomfort
Ketel Marte ARI INF/OF 04/07/21 Strained hamstring
Kolten Wong MIL 2B 04/08/21 Strained oblique
Chris Archer TBR SP 04/10/21 Forearm tightness
Anthony Rendon LAA 3B 04/10/21 Strained groin
SOURCE: RosterResource

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The Year’s First No-Hitter Belongs to Joe Musgrove and Padres

It’s always at the end of the sixth inning that it starts to feel real, that history begins to creep in at the edges, making its way onto the field of view, even as you might try to push it out. The way the game is arranged in sets of three, radiating outward, three into three into nine; when you’ve completed six, you’ve gone through nine twice, with nine more to go. Now comes the third time through the order, when you’ve held it this close. Now comes the part of the game that, especially in our era, it is rare for a starting pitcher to see. Through six, onto the seventh: the power to continue resting on one person’s rapidly fatiguing shoulders.

There have already been several no-hitters through six this season. Trevor Bauer gave up four runs in the seventh. Corbin Burnes and José Berríos matched each other out-for-out through six; Burnes opened the seventh by giving up a homer, and Berríos’ grip loosened in the eighth. Joe Musgrove, on Friday, through six at Globe Life Field, having given the Rangers nothing outside one errant pitch in the fourth; the Padres, with 52 years behind them, the only team never to see one of their own pitchers throw a no-hitter. Through six, those dark, towering stadium walls blocking out the fading sky. This strange hour is when things become unsettled; the precipice of possibility grows closer. You can just see over the edge, almost reach it. Twice, all nine batters have been retired. Nine more to go.

***

On a website that looks like it hasn’t had a design update for the last decade, there’s a news item from 2010 accompanied by a photo: on the right, Adrián González, wearing those bland, bygone navy Padres jerseys, holding a plaque and smiling; on the left, the vice president of the San Diego Hall of Champions. Towering above them both is a young man in the middle, also holding a plaque, wearing a letterman jacket and an awkward smile. They are all on the field at Petco Park, “Grossmont High senior JOE MUSGROVE continues to make headlines wherever he pitches,” the news item reads.

The Grossmont High baseball team is called the Foothillers — the ‘Hillers, for short. Located in El Cajon, in San Diego County, the program has an impressive track record when it comes to developing major-league talent. Steven Brault of the Pirates played there; so did Barry Zito, briefly, but he transferred. Joe Musgrove, as a sophomore, didn’t make much of a mark. He had only started pitching the year before, and he didn’t spend long on the varsity team before being demoted. Read the rest of this entry »


FanGraphs Live: Crowdsourced Brewers, 2 PM ET

Last year, with no major leagues in sight, I decided to run an experiment: what if the readers of this website crowd-managed a team? We were assigned the Brewers in an online Out of the Park Baseball league and we spent 2020 striving and failing to make the playoffs. Despite that, the exercise was a ton of fun for me, and hopefully for the audience of crowd-managers as well.

Real baseball has returned. Because more is always more, however, the OOTP league is still running. Last year, the Brewers fell victim to the miracle Pirates, who blew away the NL Central en route to the World Series. It’s a topsy-turvy world in OOTP, and our decisions couldn’t outweigh some bad injury luck and those indefatigable Pittsburghers.

This time, the Brewers are headed into the year with a new-look infield. Nick Allen, gloveman extraordinaire, is the newest Milwaukee infielder. He joins Scott Kingery on the left side of the infield. That pushes Luis Urías to second base, a defense-first alignment that ended with a move to first base for Keston Hiura — sometimes art imitates life. Read the rest of this entry »


April Hitting Stats Mean Nothing… Except When They Kinda Do

As part of my exhausting shtick, I like to respond “April!” to questions in my chats involving player performances in the season’s early going. This is effective shorthand when someone wants to know if, say, George Springer is a bust because he’s put up a .480 OPS in his first two weeks in the majors. It’s also dead wrong. April stats, in their proper context, are meaningful.

“But Dan, a few weeks of baseball is a tiny sample!” That’s correct, but you have to take into consideration the underlying reasons projections can prove to be inaccurate. It’s not just that things change, though they do — pitcher X learns a sweet knuckle-curve or batter Y realizes that not hitting everything into the ground might be good — it’s that it’s challenging to gauge where players stand in the first place. Players’ stats themselves aren’t even perfect at this. Tim Anderson hit .322 in 2020, but that doesn’t actually mean his mean batting average projection should have been .322. We don’t actually know if a theoretical player was “truly” a .322 hitter, a .312 hitter who got lucky, a very unlucky .342 hitter, or a .252 hitter who made a deal with a supernatural or extraterrestrial entity. A .300 hitter isn’t observed, they’re inferred.

The way most, if not all, in-season projections (or any projections, really) function is by applying what we call Bayesian inference. We won’t get into a full-blown math class, but in essence, it simply means that we update our hypotheses to take new data into account. And for players, data comes in all the time: every pitch or swing of the bat is new information about a player. It’s valuable information, too, as only the last handful of seasons have much predictive value and recent performance is the most useful. Read the rest of this entry »