Archive for Daily Graphings

One Pitch, Optimally Speaking

As I’ve chosen topics to research and write about over the past few months, I’ve let an obsession creep into my writing catalog — I’m fascinated by pitcher and batter behavior in 3-0 counts. Whether it’s three-pitch strikeouts after falling behind 3-0, Ronald Acuña aggressively hacking on 3-0, or even just Brandon Belt sneaking in a bunt, I can’t get enough of the goofy ways baseball gets distorted in that most extreme of counts.

What’s so fun about 3-0 is that context matters. For a lot of baseball, looking at things in a context-neutral fashion is the best way to analyze it. A double is a double is a double, and it doesn’t make sense to treat one with the bases juiced in a tie game differently than you would a leadoff double in the first inning when you’re assessing a player. Hitters have little control over balls in play, and absolutely none over who’s on base when they come to the plate. Pitchers, likewise, can’t control sequencing — that’s why concepts like wOBA and FIP do a better job predicting future results than RBI and win/loss record (or, fine, ERA).

But one place context does matter is the count. The world of 3-0 counts is only barely related to 0-2 counts. A pitcher’s arsenal is limitless at 0-2, constrained mostly to fastballs on 3-0. Conversely, a batter has no choice other than to defend the strike zone on 0-2, whereas 3-0 opens up myriad possibilities. That context is what makes the realm of 3-0 counts so fascinating to me. Today, I thought I’d take a theoretical approach to the subject. Read the rest of this entry »


Sunday Notes: Dodgers Prospect Jack Little is Stanford Smart

Jack Little may well become a big-league pitcher. Ditto a member of a big-league front office. Drafted in the fifth round this year out of Stanford University, the 21-year-old right-hander possesses the potential to do both. For now, he’s taking the mound for the Great Lakes Loons, the low-A affiliate of the Los Angeles Dodgers.

On Friday, I asked Little about the genesis of his low-three-quarter arm slot.

“That’s a good question, honestly,” replied the righty, who has a 2.05 ERA in 22 professional innings. “In high school I was more high three-quarters — a normal three-quarters slot — but then I kind of just naturally moved lower. It wasn’t intentional, I just did it.”

Success followed. Little began getting more swings-and-misses with his fastball, and unlike many pitchers who move to a lower slot, the movement wasn’t downward. “I started missing above barrels a lot more,” Little explained. “I became more deceptive, and while I’m not 98 [mph] — I’m only low 90s — it kind of gets on the hitter, and plays more up in the zone.”

His slider is his best secondary pitch, which didn’t used to be the case. Prior to moving into the closer role at Stanford in his sophomore season, Little’s changeup was his go-to off-speed. He subsequently became fastball-heavy, with his changeup in his back pocket, and his slider a reasonably reliable No. 2 option… this despite its being, as he now knows, markedly unrefined. Read the rest of this entry »


Bryce Harper’s Walkoff Grand Slam and Clutch Play

Last night, the Cubs entered the bottom the ninth inning with a 5-1 lead and a 98.3% chance of winning the game according to our Play Logs. After recording the first out, the win probability moved up to 99.4%, but after an error, three singles, and a hit batter, the Cubs’ lead was cut to 5-3 and Bryce Harper stepped up to the plate against Derek Holland with the bases loaded, and the Phillies’ win expectancy had moved up to 32.3%. Then it moved up to 100% when this happened:

As far as pitches go, it wasn’t necessarily a bad one. There have been over 500 pitches this season of at least 94 mph in a left-on-left matchup where the pitcher hit the inside corner or further inside. Only 35 such pitches resulted in base hits, with a .276 BABIP and .143 ISO. There were only four homers on pitches like that, and after last night, Harper has two of them, with another coming in June off Max Fried.

Harper’s homer last night took a long time to land. Read the rest of this entry »


Here Are Some Recent Prospect Movers

We have a sizable collection of players to talk about this week because the two of us have been busy wrapping up our summer looks at the 2020 Draft class over the last couple weeks. This equates to every prospect added to or moved on THE BOARD since the Trade Deadline.

Top 100 Changes
We had two players enter the 50 FV tier in Diamondbacks SS Geraldo Perdomo and Padres C Luis Campusano. Perdomo is in the “Advanced Baseball Skills” player bucket with players like Vidal Brujan, Brayan Rocchio and Xavier Edwards. He’s added visible power since first arriving in the States and had as many walks as strikeouts at Low-A before he was promoted to the Cal League, which has been Campusano’s stomping ground all summer. He’s still not a great catcher but he does have an impact arm, big power, and he’s a good enough athlete that we’re optimistic he’ll both catch and make the necessary adjustments to get to his power in games down the line.

We also moved a D-back and a Padre down in RHP Taylor Widener and 1B Tirso Ornelas. Widener has been very homer prone at Triple-A a year after leading the minors in K’s. His fastball has natural cut rather than ride and while we still like him as a rotation piece, there’s a chance he continues to be very susceptible to the long ball. Ornelas has dealt with injury and swing issues.

On Aristides Aquino
Aristides Aquino was a 50 FV on the 2017 Reds list; at the time, he was a traditional right field profile with big power undermined by the strikeout issues that would eventually cause his performance to tank so badly that he became a minor league free agent. A swing change visually similar to the one Justin Turner made before his breakout (Reds hitting coach Turner Ward comes from the Dodgers) is evident here, so we’re cautiously optimistic Aquino will be a productive role player, but we don’t think he’ll keep up a star’s pace. Read the rest of this entry »


Eric Longenhagen Chat: 8/16/19

1:20
Eric A Longenhagen: Good morning, all. I’m back from showcase stuff. The prospect mover piece will be up soon and that will answer a lot of questions currently in the queue.

1:20
Crackjacketityjack: Zion Bannister is apparently in the AZL now. Isn’t that quick for a J-2 guy who just signed?

1:21
Eric A Longenhagen: He is but with fewer teams doing instructional league (though I think TEX still is) this is an opportunity to get into games now, and Bannister isn’t physically weak such that I think he’s clearly overmatched.

1:21
jjjj: If you are the Rangers, what do you do with Nick Solak long term? Have him replace Odor? Try him at 1B? Put him at LF or DH with Willie Calhoun?

1:21
Eric A Longenhagen: try to make him a 4 at 2B

1:21
Azfan : Who should I be more excited for, Liover pegeuro or Geraldo Perdomo?

Read the rest of this entry »


We’ve Reached Peak Mike Trout, Again

Last week, Mike Trout celebrated his 28th birthday, and here at FanGraphs, Craig Edwards baked a cake, so to speak, by using some yardsticks to measure Trout’s career to date without considering Wins Above Replacement. As Craig noted here, and as Ben Lindbergh said similarly at The Ringer, WAR and Trout have become rather inextricably linked during the span of his career. The metric’s ability to estimate value in the field and on the bases as well as at the plate has helped us appreciate the completeness of Trout’s game and accelerated our understanding of the breakneck pace at which he has carved out a spot among the very best in history.

With roughly six weeks to go in his age-27 season, Trout already has the highest WAR of any player at that stage. By FanGraphs’ version, his 72.9 WAR is 4.1 ahead of Ty Cobb, while by Baseball-Reference’s version, his 72.1 WAR is 3.1 ahead. Trout has done this despite having reached 120 games played in just six seasons thus far, though by this time next week, he’ll have reached that modest plateau a seventh time.

Less than 15 months ago, before Trout had even turned 27, I noted that he had matched the bWAR-based JAWS standard among center fielders — the average of the Hall of Famers at the position — moving into eighth place in those rankings. Since then, he’s climbed up to sixth, with a clear shot to surpass Ken Griffey Jr. for fifth before the month ends. Perhaps more impressively, this week he climbed past Mickey MantleExtra! Extra! Millville Meteor Overtakes Commerce Comet! — to take over sole possession of third place in seven-year peak (65.2), with Thursday night’s 4-for-4 showing against the White Sox, featuring his 40th homer of the season (one short of his career high, set in 2015) breaking what had been a tie that had lingered for a few days. Here, have a dinger:

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Let’s Check in on the KBO’s De-Juiced Baseballs

(Photo: Sung Min Kim/FanGraphs)

Back in April, I wrote about how the Korea Baseball Organization (KBO) had de-juiced their baseballs, and how the offensive environment in the league appeared to be reflecting that change. If you remember from the piece, in March, the KBO conducted a test on a batch of new baseballs to test their coefficient of restitution (COR). It was supposedly reduced from a range of .4123-.4374 to .4034-.4234, while the ball size was increased by 1 millimeter and 1 gram. However, the test brought out some interesting results, as they found several defective balls with a COR more in line with the 2018 baseballs mixed in with the new, less-lively ball.

It doesn’t mean that this season has looked like 2018, though. In fact, the changes became clear in a month’s worth of games, but now that it’s mid-August, I thought I’d give you an update with a bigger sample size. I also thought it would be interesting to see how the de-juiced balls interact with Korea’s warm summer weather. The 2019 KBO regular season is about two-thirds of the way through, and league-wide temperatures have risen enough to see if hotter temperatures have caused an uptick in power that might counteract the effects of the new ball.

Here is how the overall league offensive numbers look this year, compared to those of last year:

KBO League Offensive Stats
BA OBP SLG OPS ISO wOBA HR%
2018 .286 .352 .450 .802 .164 .349 3.03
2019 .268 .340 .388 .728 .119 .335 1.83
SOURCE: Statiz
2018 stats are for March-August 12, 2018; 2019 stats are as of August 12.

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In 2019, Team Payroll and Wins Are Closely Linked

Over the last decade, we’ve seen a change in the demographics of baseball, with playing time shifting away from older, declining veterans toward younger players still in their prime. There’s a good reason for that, as each new generation of player entering the majors has been getting better and better relative to their older peers. Baseball’s owners have capitalized on this development — those younger, better players are also much cheaper. And teams have not reinvested those gains elsewhere on their rosters, as major league payrolls have stagnated the last few seasons while amateur talent expenditures have become hard-capped. Given the emphasis on younger players, it might be reasonable to believe that when it comes to fielding a winning team, payroll matters less than ever. But that hasn’t been the case this season.

This piece marks the fifth season during which I’ve taken a look at the standings in August and compared them to Opening Day payrolls (2015, 2016, 2017, 2018) and for the most part, the relationship between Opening Day payrolls and wins has been relatively low. I’ve used the Pearson correlation coefficient “r” to track the strength of the relationship between the two and from the end of the strike through 2011, the average correlation per year was .45. In the last seven seasons heading into this season, though, the correlation coefficient between the two was higher than .31 only once, when it was a high .62 back in 2016.

In past years, I’ve noted that while individual season correlations have remained low, looking at either sustained spending or using Forbes franchise valuations to gauge a team’s overall financial might tends to show that the relationship between spending, wealth, and winning remains strong. That logic remains for this season, and indeed, the relationship between wins and payroll trails only that of 2016 season this decade:

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Nick Anderson is Breaking Baseball

It’s no secret that Nick Anderson is one of my favorite pitchers. When he ran a near-50% strikeout rate for the first month or two of the year, only months removed from being traded by the Twins to avoid a roster crunch, I was hooked by the story. More than the story, I was hooked by his curveball, a mid-80s, 12-6 snapping thing that ate batters alive:

Of course, I wasn’t the only person to notice, not by a long shot: the 37% strikeout rate he ran with the Marlins was a top-10 rate in baseball, and that’s not exactly easy to fake. The curve clearly played, getting whiffs on 53.7% of swings, third-highest in baseball for a curveball, and it wasn’t just numbers on a spreadsheet either — you can’t watch that pitch to Carson Kelly above and not say “ooh that’s nasty.”

When the Rays traded for Anderson at the deadline, I was elated. Anderson wasn’t exactly a household name, but he is in my household, and it was quite a thrill seeing a playoff-contending team, one who employs a noted reliever discoverer, concur with me that Anderson was a monster. The Rays don’t quite have the same reputation as the Astros for improving pitchers, but they do have a reputation for getting the most out of relievers, and an unlocked Nick Anderson sounded amazing to me. Read the rest of this entry »


The Twins’ Two-Headed Catching Monster

It’s a rough time to be a catcher. Over the last couple of years, we’ve seen catcher offensive production drop to extreme lows. Last year, major league backstops compiled 49.9 WAR, the lowest total since 2004, and their collective wRC+ was just 84, the lowest mark since 2002. In this day and age, it’s not uncommon to see teams select their starting backstops based on their defensive prowess and ability to handle a pitching staff rather than their ability to contribute offensively. That’s the only explanation for why Jeff Mathis continues to receive plate appearances despite a running a wRC+ that’s in the single digits.

For most teams, the backup catcher is an afterthought on the roster, selected for his ability to competently go about his duties without hurting the team too much. Most backup catchers see the field once or twice a week, three times if they’re lucky, so their effect on the overall production of the lineup is rather minimal. But there are a few squads this year who have been blessed with an abundance of catching riches.

Five teams have received more than three wins from their catching corps in 2019:

Team Catching, 2019
Team wRC+ CS% FRM WAR
Brewers 113 29.35% 17.6 4.6
Phillies 97 40.48% 6.5 4.2
Diamondbacks 109 40.38% 9.4 3.8
Twins 116 21.54% 3.7 3.8
Red Sox 84 31.88% 14.4 3.1

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