Archive for Daily Graphings

Nolan Gorman, Balanced Bludgeoner

Nate Gorman
Gary A. Vasquez-USA TODAY Sports

If Nolan Gorman were filling out a hitting resume this year, he might struggle with the “weaknesses” section. “I care too much,” he might have to settle for, or “my teammates say I have trouble letting go after work.” It would have to be one of those silly platitudes; he’s in the midst of an admirably complete season. It’s not just his .301/.392/.636 slash line, though that’s great. He’s been good against four-seam fastballs, good against sinkers, good against curveballs, good against cutters and changeups; the only pitch he’s struggled with even a little bit is the slider, and he’s still roughly average there. He’s hitting for power and average, taking his walks, and even holding his own against opposing lefties.

That balance is all the more impressive because it’s a 180-degree turn from last year’s campaign. Gorman’s 2022 ended in disappointment. He was called up to the majors in mid-May and briefly found everyday playing time, but by season’s end, the bloom was off the rose. He slumped badly down the stretch, posting a .138/.219/.310 batting line in September, and was demoted to Triple-A before season’s end.

What went wrong? This:

And this:

And this:

Yes, Gorman had trouble with high fastballs. “Trouble” is understating it, really. He was downright atrocious against four-seamers. He ran an 18.3% swinging-strike rate against them (counting foul tips). Edwin Díaz, the best closer on earth, got swinging strikes on 18% of his four-seamers. We’re talking Joey Gallo territory among hitters, or lost-phase Keston Hiura. Read the rest of this entry »


The Jean Jean Hit Machine Is Running on Fumes

Rhona Wise-USA TODAY Sports

The Marlins were the subject of jokes aplenty this winter after they added two established second basemen, Luis Arraez and Jean Segura, to a roster that already featured multiple capable keystone defenders. Yet all jokes aside, Kim Ng’s unconventional method of roster construction has worked out quite well thus far. Arraez leads all primary second basemen with a 151 wRC+, and his defense is tolerable as long as he keeps hitting. Meanwhile, Jazz Chisholm Jr., though currently on the IL, has adjusted well to center field, and Jon Berti and Joey Wendle have been an excellent defensive tandem at shortstop.

However, the second baseman the Marlins signed to play third is struggling terribly. Segura is slashing .200/.268/.236 (the rare .200/.200/.200 batting line, also known as a Paul Janish), and he is one of only five qualified hitters without a home run (an achievement known as a Reggie Willits). His 43 wRC+ ranks last in baseball, as does his .231 wOBA and .504 OPS. The only qualified hitter with a lower WAR is José Abreu, who has had an additional five games in which to be dreadful. Segura’s only saving grace is that he has hit well in 15 high-leverage plate appearances (.385 AVG, 134 wRC+), but even so, his -1.31 WPA is the worst in the National League.

The last qualified batter to finish with a wRC+ below 45 was Clint Barmes, who posted a 38 wRC+ in 2006. Since then, only five other players have even finished below 50; typically, hitters either improve as the year goes on, or they don’t get enough playing time to qualify. As for the handful who lasted a full season with such a feeble bat, the only one to have been an above-average hitter throughout the rest of his career was Chris Davis of the Baltimore Orioles. His 46 wRC+ in 2017 was a huge step down from his career 117 wRC+ to that point. Read the rest of this entry »


Even With Their Co-Aces Back, the Mets’ Rotation Needs a Depth Reset

Scott Taetsch-USA TODAY Sports

After a doubleheader sweep against the Guardians Sunday, the Mets have stretched their winning streak to five and stand two games above .500 for the first time since May 3. In the double-bill, co-aces Justin Verlander and Max Scherzer combined for 14 innings while allowing just one run. Granted, they mowed down the league’s worst offense by wRC+, but for fans, the pair’s dominance was a sight for sore eyes: Verlander missed all of April with a shoulder issue and Scherzer has had to work around a sticky-stuff suspension, a neck issue, and general ineffectiveness this year. Given these obstacles, it’s reasonable to wonder whether Sunday represented the turning point fans were hoping for or a mere blip in a season of decline for the veteran hurlers. To protect against the latter, the Mets will have to take a hard look at their starting pitching depth.

Coming into the season, we ranked the Mets starting staff as the second-best in the league, right behind the Yankees. While the Bombers have had to weather some injuries of their own, their starters have still managed to post an above-average WAR, FIP, and ERA. Head across the city to Queens, though, and you’ll find the second, third, and sixth-worst staff by WAR, FIP, and ERA, respectively. Clearly, the problems aren’t limited to their top two starters.

Due to ailments of their own, the Mets have gotten just 18.2 frames out of José Quintana and Carlos Carrasco combined. But one reason we liked the Amazins’ staff so much to begin the season was their enviable depth — their sixth, seventh, and eighth starters in David Peterson, Tylor Megill, and Joey Lucchesi easily could have started the season as part of the top-five somewhere else. The three of them have all been healthy, and along with Kodai Senga and the (inconsistent) contributions of Scherzer, that alone should have made for a serviceable starting five through April. Read the rest of this entry »


The Yankees Have Finally Cut Bait on Aaron Hicks

Aaron Hicks
Wendell Cruz-USA TODAY Sports

As contractual blunders go, the seven-year, $70 million extension to which the Yankees signed Aaron Hicks in February 2019 is hardly the worst of general manager Brian Cashman’s 26-season tenure. It’s not even the franchise’s worst contract to an outfielder during the 2010s, not when Jacoby Ellsbury’s deal for more than twice that amount was still on the books when the Yankees extended Hicks. As with Ellsbury, however, Hicks’ ongoing series of injuries left the Yankees hamstrung and prevented the switch-hitting center fielder from playing to the potential he’d once shown. On Saturday, the team finally cut bait, designating the 33-year-old for assignment with more than two full seasons remaining on his deal.

Hicks started just five games in center field this year, along with 15 in left field, but he came into the season unclear about his role, and lately his playing time was on the wane. With the return of center fielder Harrison Bader from an oblique strain that cost him all of April, Hicks had made just two spot starts in middle pasture and one in left since May 10, with Isiah Kiner-Falefa and Jake Bauers filling the latter spot, though not to any great effect. No matter Hicks’ role, he was unable to provide much of an offensive spark, hitting just .188/.263/.261 with one homer and a 49 wRC+ in 76 plate appearances. His 2% barrel rate and 22.4% hard-hit rate both placed in single-digit percentiles among batters with at least 70 PA, and his xwOBA is the majors’ lowest at that cutoff:

Lowest xwOBAs of 2023
Player Team PA BBE EV Barrel% HardHit% AVG xBA SLG xSLG wOBA xwOBA
Aaron Hicks NYY 76 49 86.9 2.0% 22.4% .188 .159 .261 .221 .241 .215
Nick Allen OAK 75 58 85.5 1.7% 19.0% .206 .184 .265 .254 .232 .219
Reese McGuire BOS 77 52 83.7 0.0% 28.8% .306 .207 .361 .248 .308 .220
Austin Barnes LAD 74 47 83.2 4.3% 12.8% .092 .149 .108 .216 .152 .222
Christian Arroyo BOS 79 58 85.6 3.4% 27.6% .257 .199 .365 .299 .290 .238
Joey Bart SFG 84 57 84.9 5.3% 22.8% .231 .194 .295 .281 .263 .241
David Hensley HOU 86.0 45 90.4 2.2% 46.7% .130 .181 .182 .260 .194 .244
Wil Myers CIN 133 76 88.1 6.6% 30.3% .198 .185 .298 .299 .249 .244
Corey Julks HOU 118 80 87.0 2.5% 35.0% .254 .221 .351 .323 .271 .244
Mike Zunino CLE 100 41 86.5 7.3% 34.1% .172 .150 .322 .258 .273 .244
Hunter Dozier KCR 91 54 84.4 3.7% 38.9% .183 .183 .305 .285 .248 .244
All statistics through May 21. Minimum 70 plate appearances.

Hicks actually had his first three-hit game of the season in last Thursday’s 4–2 win over the Blue Jays, in his penultimate game as a Yankee; that output matched his previous hit total for May, spread over nine games and 23 PA. But even with that big game, Yankees left fielders ranked dead last in the majors with a 63 wRC+ through Sunday, though Hicks only accounted for a little less than one-third of the plate appearances there:

Yankees Left Fielders, 2023
Player PA AVG OBP SLG wRC+ WAR
Oswaldo Cabrera 72 .224 .278 .328 65 0.0
Aaron Hicks 58 .231 .310 .327 82 -0.1
Jake Bauers 26 .130 .231 .130 9 -0.3
Isiah Kiner-Falefa 18 .133 .278 .333 76 0.0
Franchy Cordero 11 .100 .182 .400 54 -0.1
Total 185 .198 .276 .305 63 -0.4
All statistics through May 20. Does not include stats from time at other positions.

Read the rest of this entry »


Fastballs? We Don’t Need No Stinking Fastballs

Luis Robert Jr.
David Banks-USA TODAY Sports

It’s hard for me to explain how much I enjoy watching Mookie Betts hit. He has an air of quiet confidence that reminds me of how I feel when I’m at my very best. That slider, low and tight? He doesn’t need it, so he’s ignoring it. Fastball away? Eh, he’ll find something better to attack. Then that perfect pitch comes by, and he springs into action, trading his air of barely concealed boredom for ferocity.

Luis Robert Jr. is a joy to watch as well, but for completely different reasons. He’s a coiled spring at the plate, waiting to burst into action. He’s one of the best athletes in all of baseball and at times one of the best players, period. His phenomenal bat control and speed let him feast on pitches all over the plate and even off of it, and you can see it in his statistical record: few walks, huge swing rates, and a minor strikeout problem that was minor only because of his rare combination of power and contact.

Betts and Robert have been very different players in their respective major league careers. But they share one distinction this year: they’re the two players who have cut back on their fastball swing rates the most. They’re numbers one and two with a bullet:

Fastball Swing% Decliners
Player 22 FB Swing% 23 FB Swing% Change
Luis Robert Jr. 62.0% 49.1% -12.9%
Mookie Betts 43.7% 31.3% -12.4%
Rowdy Tellez 42.7% 32.8% -9.9%
Manuel Margot 52.1% 42.4% -9.7%
Wander Franco 49.0% 39.3% -9.7%
Ian Happ 46.8% 37.8% -9.0%
Brandon Marsh 47.8% 38.9% -8.9%
Mike Yastrzemski 43.4% 34.5% -8.9%
Pete Alonso 49.1% 40.4% -8.7%
Nathaniel Lowe 53.1% 44.5% -8.6%

Read the rest of this entry »


Merrill Kelly Has a New Weapon

Charles LeClaire-USA TODAY Sports

Only 62 men and 20 women have scored a goal in a FIFA World Cup Final. It’s a rare achievement that holds a sacred place in sports history. Being the starting pitcher in a World Baseball Classic final is a bit less prestigious — at least for now, check back with me in 60 years to know for sure — but only 10 people can say they’ve done it.

Among them, Diamondbacks right-hander Merrill Kelly. “I’ve said it a million times before, but I’m super grateful I was able to be a part of it. Just the clubhouse in general, the quality of players on that team — by far the best team I’ve ever been on and it isn’t close,” he says. “Obviously, we would’ve liked it to go a different way in the last game.”

The circumstances that led to Kelly starting that game are interesting. When Team USA was setting up its rotation for the group stage, Kelly lobbied manager Mark DeRosa for the toughest assignment of pool play: Mexico. That start went to Padres right-hander Nick Martinez, who got crushed in an 11-5 loss. (This result led to Kelly being on the receiving end of some good-natured trash talk when he and Team Mexico center fielder Alek Thomas returned to Diamondbacks camp.)

When Kelly picked up a crucial win in the pool finale against Colombia three day days later, there was a silver lining to not getting his preferred rotation spot.

“One of the things DeRosa told me to console me was if I pitched against Colombia at home, that would line me up for the championship as well,” he says. Read the rest of this entry »


Why Do Good Streaks Happen to Bad Hitters?

Erik Williams-USA TODAY Sports

A lot of my job involves spinning a story I don’t completely believe in. I know, I know, you’re shocked! You mean I don’t actually think that the four to five players I highlight every week are each breaking out by doing something they’ve never done before? And I don’t think that each of them is doing it sustainably? What are the odds?

Some of that comes with the territory. If you’re looking across the universe of major league players for something interesting, some portion of what you find interesting will have happened by random chance. That pitcher who’s striking everyone and their mother out? He might just be on a hot streak. The hitter who’s currently smashing high fastballs? There’s some chance he just felt really good for a week and then will stub his toe when walking out of the clubhouse tomorrow.

I know all that. One thing I wasn’t sure about, though, was how often false signals pop up. Even without searching them out, you might end up seeing a breakout around every corner. There’s a famous quote from Nobel Prize winning economist Paul Samuelson: “The stock market has predicted nine out of the last five recessions.” Is the same general idea true of batted ball data? I came up with a simple experiment to investigate. What follows is a breakdown of the exact method I used, but if you’re just interested in the conclusion, it won’t surprise you: When hitters put up hot streaks of a reasonable length, it’s a good but not infallible sign that they will finish the year as above-average hitters.

I took every batted ball from the 2022 season and broke it out by player. From there, I put them all in chronological order and calculated each player’s best stretch of 50 batted balls. I calculated it for a variety of “advanced” metrics: average exit velocity, xwOBA, and barrels per batted ball. Those are some of the most commonly used underlying statistics – if I’m citing someone who’s really hitting, I’d likely use batted ball outputs like this to assess the validity of their performance, so I excluded things like batting average on contact or wOBA on contact, which might be quite noisy in 50-ball samples. Read the rest of this entry »


Can the Oakland A’s Catch the ’62 Mets?

Oakland Athletics
Stan Szeto-USA TODAY Sports

From entertainment to finance to sports, every category of human endeavor has its own benchmark for incompetence. There are a lot of candidates to this title in MLB, but one of the most common invocations for ineptitude is the 1962 Mets. Sure, you can find better examples of hilarious failure in the 19th century, such as the Wilmington Quicksteps, who folded while warming up for a game in 1884 when attendance was zero, with the players having to find their own way home from Delaware. You can find teams that won fewer games, like the Cleveland Spiders. But 19th-century baseball was essentially one step above a traveling medicine show, and by the time the 1962 Mets came into existence, MLB was a thoroughly professional league which would be recognizable by today’s fans.

An expansion team that year, the Mets started off losing their first nine games. Things only got slightly better from there: they finished with 120 losses, the most in modern MLB history. Over 60 years later, the A’s, after a 10–38 start, seem poised to become the new true north of failure. Through the first 48 games (as of Sunday’s games), this year’s Oakland squad is actually two games behind (or ahead of, depending on your point of view) the ’62 Mets, who won 12 of their first 48 games.

In some ways, the A’s are already a sadder case than the Mets are. The Mets were an expansion team, hampered by very miserly rules for the expansion draft which left them (and the Houston Colt .45s) with long roads to putting talented players on the field. By all accounts, the team was trying to win, and fan interest was high relative to the performance, with a million fans putting New York in the middle of the pack, attendance-wise. The A’s, on the other hand, are desperately trying to move to Las Vegas or whatever other city without baseball is willing to throw a billion dollars their way and are averaging under 9,000 paying fans — not attending fans — per game. The Mets may have had one of the worst first basemen in the league in “Marvelous” Marv Throneberry, but at least media didn’t have to evacuate an area because of possum urine. Combine the possums with a few dozen cats and whatever else is lurking, and the WhateverItsCalledThisYear Coliseum may be best described as an open-air wildlife refuge that sometimes has baseball games.

But what are the odds that the A’s lose 120 games or even more by the end of the 2023 season? To get an idea, I fired up the ZiPS projection system to get the latest tales of woe from the AL West. Read the rest of this entry »


Injuries to Dustin May and Julio Urías Leave Dodgers’ Rotation in Tatters

Dustin May
Gary A. Vasquez-USA TODAY Sports

No sooner had the Dodgers surged to the NL’s best record with a 14–2 run keyed by the return of Will Smith than the wheels started falling off their rotation. Over a seven-game span that began on May 15, their starters eked out just 25.2 innings, only twice lasting five frames. Not only was the bullpen tapped to the extreme, but Clayton Kershaw also made dubious personal history with a pair of early exits, and both Dustin May and Julio Urías landed on the injured list. The whole mess is forcing the organization to test its depth at a less-than-optimal time.

For starters, this isn’t what you want:

Dodgers Rotation’s Week From Hell
Pitcher Date Opponent IP H R HR BB SO Pitches
Noah Syndergaard May 15 MIN 4.0 4 2 1 0 5 59
Clayton Kershaw May 16 MIN 4.0 7 2 0 1 7 90
Dustin May* May 17 MIN 1.0 1 0 0 0 2 16
Julio Urías* May 18 STL 3.0 6 6 4 2 1 68
Tony Gonsolin May 19 STL 5.0 1 0 0 3 3 94
Noah Syndergaard May 20 STL 5.0 4 3 0 1 4 80
Clayton Kershaw May 21 STL 3.2 5 4 0 3 6 95
* = placed on 15-day injured list after start.

For the week, Los Angeles starters were cuffed for a 5.96 ERA and 5.05 FIP in those 25.2 innings, and the team’s overtaxed relievers were lit up for a 6.99 ERA and 5.73 FIP in 29 appearances totaling 37.1 innings. Because the Dodgers’ league-best offense bashed out 40 runs in those seven games, they managed to go 3–4, but their three-game division lead over the Diamondbacks was cut in half, and at 29–19, they fell behind the Braves (29–17), whom they’ll face for three games in Atlanta starting on Monday, for the NL’s best record. Read the rest of this entry »


How Sticky Was It?

Kirby Lee-USA TODAY Sports

So far this year, there have been two ejections and suspensions for sticky stuff, along with two notable non-ejections. In all four instances — two of them just in the last week — the umpires involved made themselves available to a pool reporter for comment after the game. I cannot for the life of me imagine that the umpires want to be making these statements, but here’s the thing: So far as I can tell, they’re not required to. There’s no way that on an umpire’s list of favorite things to do after a game, Describe How Sticky Max Scherzer’s Hand Was ranks anywhere near the top 10. And yet, whether to justify their actions or out of a sincere belief that sunshine is the best disinfectant, the umpires have dutifully attempted to answer that impossible question. Not that I’m complaining. I adore these explanations. I don’t know how anyone could actually do a good job of explaining how sticky a hand was, but watching big league umpires give it their best shot is a truly rewarding experience.

I spent a morning trying to look up how tackiness is measured. It turns out there’s no one answer, but there is an ocean of scientific debate to dive into. I can now tell you the difference between probe testing, loop tack testing, the rolling ball test, and the peel adhesion test. Each test needs to account for variables like dwell time, contact pressure, temperature, and test speed. There’s also something called the finger test, which isn’t as gross as it sounds (but also probably is). Read the rest of this entry »