Archive for Daily Graphings

The Continued Decline of the First-Pitch Fastball

© David Richard-USA TODAY Sports

Back in my day — the mid-2000s — baseball was a simpler game. Batters socked dingers, with or without the use of performance-enhancing drugs. Teams batted slap hitters second, fast hitters first, and aging sluggers third. Catchers were valued by their bat and their throwing arm, none of this framing nonsense. And pitchers? Pitchers helped everybody out by throwing fastballs all the time, particularly on the first pitch. Seriously, take a look at this graph:

Year after year, pitchers have examined the mix of pitches they throw to lead off at-bats and decided to lop a few fastballs off the top. It’s not quite monotonically decreasing; there have been tiny upticks in a few years, and 2008 was lower, potentially due to classification issues in the first year of data. But this is as close as a trend can get to slapping you in the face.

The first pitch of an at-bat isn’t always the most important one — in a 3–2 count, one borderline pitch can be the difference between a baserunner and an out — but the difference between a 1–0 count and an 0–1 count is huge. That’s why pitchers have historically leaned on fastballs, which are easier to control; throwing a pitch outside the zone is a sure way to end up behind in the count.
Read the rest of this entry »


Cody Bellinger Is on the Rebound

© Orlando Ramirez-USA TODAY Sports

At 12-5, the Dodger are off to their hottest start since, um, last year’s 13-4 opening run, and they’ve done it by once again combining the league’s highest scoring rate with its best run prevention. After winning 106 games last season, it’s not a surprise that they appear to be a powerhouse again, but as opposed to last year, this time they’re doing it with the help of Cody Bellinger, who has shown signs of turning the page on a miserable, injury-marred 2021 campaign.

Thanks to a six-game stretch in which he hit three homers and collected three additional extra-base hits, Bellinger was the NL Player of the Week for the week of April 18-24. After generating some concern with a spate of strikeouts during spring training, he’s hitting .238/.294/.508, which may not look like much but in this new dead-ball era is still good for a 133 wRC+. His numbers looked a lot better (.273/.333/.582, 165 wRC+) before he went 0-for-8 across the first two games of the Dodgers’ current series in Arizona — the point at which I began mulling this piece — but such are the perils of analyzing early-season baseball. The samples are small and the stats unstable, but even with those caveats in mind, we can start by noting that Bellinger’s four home runs are as many as he had during the entire first half of last season. Some highlights from his latest jag:

In large part, Bellinger’s 2021 problems were traceable to the high point from his previous fall. After hitting what proved to be the decisive home run in Game 7 of the 2020 National League Championship Series against the Braves, he dislocated his right (non-throwing) shoulder — not for the first time — on a celebratory forearm bash with then-teammate Enrique Hernández. He continued to play through the Dodgers’ World Series victory over the Rays (though he went just 3-for-22), then underwent surgery in mid-November, and didn’t make his Cactus League debut until mid-March of last year. Read the rest of this entry »


White Sox Prospect Jared Kelly Discusses His Early-Career Development

Kamil Krzaczynski-USA TODAY Sports

Jared Kelley has one of the more-intriguing arms in a Chicago White Sox system that has graduated much of its top talent to the big leagues in recent years. He might be best described as promising but raw. Drafted 47th overall in 2020 out of Refugio (Texas) High School, the 20-year-old right-hander came into this season having thrown just 23.2 professional innings. Moreover, he’d put up a 7.61 ERA in the lowest rungs of the minors while battling minor arm issues.

Despite the spotty early track record, Kelley’s ceiling is high. A ballyhooed prospect as a prep, he possesses a high-velocity fastball and a trio of developing secondaries.He’s off an up-and-down start in the current campaign. In his first outing with the Low-A Kannapolis Cannon Ballers, Kelley allowed just one hit, and one run, over three strong innings. In his second, he allowed eight baserunners and three earned runs over just one-and-two-thirds innings.No. 6 on our newly-released White Sox Top Prospects list, he discussed his early career development and how he’s adapted his repertoire.

———

David Laurila: Let’s start with with your repertoire. What are you throwing now?

Jared Kelley: “I’ve been working on a four-seam fastball, a two-seam fastball, a slider, and a changeup. The sinker — the two-seam sinker — is the newest pitch.”

Laurila: I want to hear about the two-seamer, but first, I recall reading that you also throw a curveball.

Kelley: “I don’t throw a curveball anymore. I used to throw a curve, but it was more like a slurve. I don’t think it was going to play at the next level, so we changed into something a little bit harder, and a little bit easier for me to repeat.”

Laurila: When did that happen? Read the rest of this entry »


An Early Look at MacKenzie Gore’s Pitch Data

© Orlando Ramirez-USA TODAY Sports

MacKenzie Gore is scheduled to make his third start of the season today. He’s been excellent, if low on stamina, in his first two starts: 10.1 innings, 10 strikeouts, four walks, and two earned runs. In a year of low offense and young pitching, this would be an unexceptional beginning – if he weren’t MacKenzie Gore, erstwhile top pitching prospect in baseball.

Lead prospect analyst Eric Longenhagen has written about Gore extensively. If you’re looking for a deep, nuanced look at all the mechanical changes that have sent Gore from can’t-miss to passed over in favor of Jake Arrieta, Eric has you covered. If you’re looking for some data-driven speculation based on his first two big league starts, on the other hand, boy do I have what you’re looking for. Read the rest of this entry »


Vive la Ty France

Ty France
Joe Nicholson-USA TODAY Sports

The Mariners were the “luckiest” team in the majors last year. The combination of timely hits in key situations and a great bullpen earned them an incredible 33–19 record in one-run games and 90 wins total, but they couldn’t count on that same blueprint earning them success in 2022. But instead of hoping for clutch hits to squeak out wins, this year’s Mariners have one of the most potent offenses in the majors, leading all of baseball with a 129 wRC+, backed by the best walk rate and fifth-best strikeout rate in the majors. They’ve gotten great contributions from J.P. Crawford, Eugenio Suárez, and Mitch Haniger, but the man leading the charge is Ty France.

During the Mariners’ opening homestand, France collected 18 hits, two doubles, four home runs, and drove in 15 runs. His slash line during those nine games: .474/.524/.842, good for a 309 wRC+ and AL co-Player of the Week honors last week (which he shared with Miguel Cabrera, newest member of the 3,000 hit club). On Saturday against the Royals, France collected five hits, scored three times, drove in five, and blasted a three-run home run in the bottom of the eighth inning to put a dagger in a Kansas City comeback attempt. The next day, he homered in his first at-bat and collected another two hits. It got so bad that the Royals simply intentionally walked him when he came up to bat first in the decisive 12th inning.

Raking isn’t anything new for France. He put up a career .294/.389/.470 slash line (135 wRC+) in the minor leagues coming up through the Padres’ farm system and essentially forced his way onto the major league roster after batting .316/.401/.576 at Triple-A across 2018 and ‘19. But he struggled a bit in his first taste of the majors, slipping to just an 84 wRC+ in 201 plate appearances in ‘19, and was traded to the Mariners in August 2020 in the big Austin Nola deal.

Since then, France has been one of Seattle’s most consistent hitters. Last year, he posted a 129 wRC+ and 3.1 WAR as the Mariners’ everyday first baseman. An early wrist injury hurt his overall numbers a bit; from April 27 through May 13, he collected just three hits in 56 plate appearances. He went on the Injured List a day later and returned after the minimum stay, and from that point on, he’s been phenomenal. Combined with his hot start this year, he’s batted .317/.389/.492 with a 151 wRC+ in 571 plate appearances since May 24; that’s the fifth-best wRC+ among all qualified batters in the majors during that period. Read the rest of this entry »


Introducing the New Orioles Bullpen

© Scott Taetsch-USA TODAY Sports

On April 15 at Camden Yards, the Orioles and Yankees were locked in a stalemate. Both starters had exited, and by the seventh inning, the score remained tied, 1–1. It would be up to each team’s bullpen to keep the game close until their respective bats came alive. The Yankees, of course, sported the league’s finest collection of relievers, a sentiment shared by our preseason positional power rankings. The Orioles bullpen, in contrast, had been deemed one of the league’s worst. A lack of offensive firepower also cast a shadow of doubt on Baltimore’s hopes for victory. It was clear: One side had the advantage, the other did not.

And yet, it was the Orioles who triumphed to secure the win. The projected 28th-best bullpen held its own until the 11th inning, when Ramón Urías drew a walk-off walk against a shaky Aroldis Chapman, bringing a drawn-out conflict to a close. But this isn’t just a one-time, David-beats-Goliath story. As of this writing, the Orioles have the most valuable bullpen in baseball by WAR (I know, it’s early for that, but bear with me). They have the second-most effective bullpen by xFIP. And to really put things into perspective, here’s a comparison between the Orioles and the Yankees:

Bullpen Showdown
Metric Orioles Yankees
ERA 2.75 2.44
FIP 2.95 3.07
xFIP 3.27 3.56
K-BB% 14.8% 14.0%
CSW% 29.9% 29.6%

As expected, the Yankees bullpen has served the team well. But on most fronts, the Orioles’ own unit has kept pace, a fact we can appreciate regardless of how the team is performing. Sure, that’s more mirage than reality. Skeptics can point to an abnormally low home run rate and the fact that it’s early – the Orioles had yet to face a revitalized Mike Trout until Sunday, for example. Consider, though, that Orioles relievers not only own the league’s fifth-highest groundball rate, but also its lowest fly ball rate. In tandem with the altered dimensions of Camden Yards, there’s reason to believe this contact suppression isn’t merely a fluke. They’ve set themselves up for success, in other words. Read the rest of this entry »


How Bigger Bullpens Are Constraining Offense

Nathan Ray Seebeck-USA TODAY Sports

This is a story about persistence. I thought I had an interesting way of looking at the marked decline in scoring this year so far; as it turns out, I was wrong. A further investigation, however, revealed that another possible culprit was right around the corner. Does it explain the entire decline in offense? Most certainly not. But I’m interested nonetheless, and I hope you will be too.

If you’ve followed baseball in the past five years, you’re probably used to asking questions about league-wide offense early in the season. Major League Baseball has done itself no favors here; the composition of the baseball keeps changing, and home run rates fluctuate wildly as a result. The same is true this year: despite the adoption of a universal DH, offense is down across the board.

The usual suspects are certainly part of the problem. Pitchers keep throwing harder. Putting a humidor in every stadium affects home run rates in unpredictable ways and might suppress home run rates early in the season. The league used two different baseballs last year, and drag coefficient is up this year. Starters are going fewer and fewer innings, giving batters fewer looks at them a third time through the order.

I think that all of those things have something to do with bad offense. But I thought of another potential cause, one I could investigate without learning fluid dynamics. One of the side bargains between the league and the MLBPA after this offseason’s lockout was for expanded rosters early in the season. Teams are allowed to roster 28 players throughout the month of April. On May 30, that number will revert to the standard 26 — this deadline was recently pushed back from May 1. In addition, teams can carry any number of pitchers on their roster until May 1. After that, they’ll be limited to 14, and 13 after May 29.
Read the rest of this entry »


Byron Buxton, Destroyer of Fastballs

Bruce Kluckhohn-USA TODAY Sports

On Sunday afternoon, Byron Buxton demolished a fastball from one of the game’s best pitchers, sending it where balls rarely go at Minneapolis’ Target Field. See for yourself:

That was the longest walk-off homer in the Statcast era, at 469 feet, and the ninth-longest home run in the history of Target Field. Impressive as that swing was, it didn’t come in isolation. It’s worth taking a closer look at the 10th inning to get a better idea of how Buxton ended up turning around a 96-mph fastball, and how this result has been happening more often for the burgeoning superstar. Read the rest of this entry »


Modern Baseball, Fast and Slow, For Better and (Sometimes) Worse

Nathan Ray Seebeck-USA TODAY Sports

If you were looking for fast-paced, high-stakes baseball action, the tenth inning of Saturday’s Rays-Red Sox clash had everything you could ask for. Scoring? Five runs crossed the plate. Drama? There was a walk-off hit. Balls in play? The Red Sox hit a triple, and the Rays scored a run by combining a balk and a throwing error. Like home runs? It had one of them too.

If you were looking for grind-it-out, low-scoring, perfectly pitched baseball, the other nine innings would have been more your speed. Boston and Tampa Bay combined for two hits and seventeen strikeouts. They used ten pitchers. Runs? Only four runners so much as reached second base.

Which one is modern baseball? They both are. If you wish baseball had more balls in play, with more bunts and steals and plays at the plate, I can’t blame you. If you wish it had more dominant starting pitchers and more seven-inning starts that end with a mound conference and a manager talked into leaving his ace out there for just one more batter, I can’t blame you. But the game being played today is just as captivating, the performances just as impressive. They just come in different shapes and sizes.
Read the rest of this entry »


FanGraphs Power Rankings: April 7–24

We’re a little over two weeks into the 2022 season, which means it’s time to start assessing the teams that have gotten off to a hot start and those that have struggled. It’s way too early to draw any meaningful conclusions yet, but there are some teams who have shown real improvements so far, and others that have fallen flat despite lofty expectations.

A reminder for how these rankings are calculated. First, we take three most important components of a team — offense (wRC+) and starting rotation and bullpen (a 50/50 blend of FIP- and RA9-, weighted by innings) — and combine them to create an overall team quality metric. New for this year, I’ve opted to include defense as a component, though it’s weighted less than offense and pitching. Some element of team defense is captured by RA9-, but now that FanGraphs has OAA/RAA from Statcast available on our leaderboards, I’ve chosen to include that as the defensive component for each team. I also add in a factor for “luck” — adjusting a team’s win percentage based on their expected win-loss record. The result is a power ranking which is then presented in tiers below.

Tier 1 – The Dodgers
Team Record “Luck” wRC+ SP- RP- RAA Team Quality Playoff Odds
Dodgers 11-4 -1 119 77 63 0 160 95.7%

No one can really compete with the Dodgers. They possess the best record and the best run differential in baseball, and their Pythagorean win percentage says they “should have” won an extra game too. Their offense has gotten off to a bit of a slow start with Mookie Betts and Justin Turner both mired in early slumps. Luckily, Cody Bellinger’s bat is finally showing signs of life after taking the last two seasons off; he blasted two home runs on Sunday afternoon in a 10–2 drubbing of the Padres. Los Angeles’ pitching staff, meanwhile, has allowed the fewest runs in baseball thus far, with a revitalized Clayton Kershaw leading the way. Read the rest of this entry »