Archive for Daily Graphings

Mike Trout has as many MVP awards (three) as he has career playoff games, a fact that can haunt those of us who long to see generational stars get their chances in the brightest spotlights. It is an unfortunate side effect of the otherwise redeemable fact that in baseball, somewhat uniquely, no individual player has so much of an impact on his team’s performance as to secure them a playoff spot. Even the combination of Trout and fellow MVP Shohei Ohtani hasn’t been enough to nab the Angels so much as a Wild Card since 2014, instead playing out as a sort of macro Tungsten Arm O’Doyle scenario.

This year, Trout and Ohtani will once again be watching from home, the Angels having guaranteed a seventh straight season under .500. But them aside, the 2022 postseason is poised to be what it has failed to be in seasons past: a true showcase of the league’s finest offensive talent.

As it stood Wednesday, each of the league’s top 13 hitters by WAR are headed for postseason play, an entirely unprecedented level of October-bound talent at the top of the league. Led by Aaron Judge’s historic 10.9 WAR and a slew of NL MVP contenders, the top 13 represent nine of the 12 playoff teams, including each division winner. In fact, if the season ended today, 21 of the top 23 offensive players by WAR — all but Boston’s Xander Bogaerts and Trout, who, to be fair, both could have found themselves in the top 13 were it not for injuries — would qualify. Read the rest of this entry »

Nick Frasso has a high-octane heater and an intriguing ceiling. Acquired by the Los Angeles Dodgers from the Toronto Blue Jays at this summer’s trade deadline, the 23-year-old right-hander was described by Eric Longenhagen prior to the season as “an uncommon sort of prospect,” a projectable hurler who’d had a velocity spike before undergoing Tommy John surgery shortly after being selected 106th overall in the 2020 draft.

Loyola Marymount University product has only elevated his profile since returning to the mound in mid-May. Featuring a fastball with more juice than the one he displayed pre-injury, he logged a 1.83 ERA with 76 strikeouts and just 33 hits allowed in 54 innings. Moreover, he did so while climbing from Low-A to Double-A in three months time.

Frasso — No. 20 on our Dodgers prospect rankings, with a 40+ FV — sat down to discuss his repertoire, and recent change of scenery, following an August outing with the High-A Great Lakes Loons.

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David Laurila: Let’s start with your early-career development. What do you know now that you didn’t when you signed your first professional contract?

Nick Frasso: “My last year in college is when we finally got a TrackMan at our school and as that was the COVID year, I didn’t even get to use it a ton. It wasn’t until I jumped into pro ball that I really got access to all the analytical stuff — the metrics that allowed me to see what my pitches do, what works better in certain situations, and stuff like that. I’ve kind of gone from there.”

Laurila: I was at last night’s [August 16] game and saw you hit triple digits a couple of times. How does your fastball profile outside of the velocity? Read the rest of this entry »

It doesn’t take a keen eye for analysis to watch a baseball game and guess which player is the slowest. You could grab a stopwatch and time them running to first, or you could just take a look at the short and stout guy crouching all game and wearing body armor. I’m not breaking any ground when I tell you that catchers are the slowest major leaguers.

A less settled question: why are they so slow? Is it the armor? Is it the short and stout part? Is it the deleterious effect of crouching all day? We have eight years of sprint speed data, so I decided to dig into it and look for an answer.

First things first: I constructed a sprint speed aging curve. To do that, I took every player-season with at least 10 competitive runs starting in 2015. For each player-season, I noted their age, position, sprint speed in year one, and change in sprint speed in the subsequent year (assuming they made at least 10 competitive runs). For example, Byron Buxton was 21 in 2015 and posted an average sprint speed of 30.9 ft/sec on competitive runs while playing center field. The next year, he again posted an average sprint speed of 30.9 ft/sec. Thus, I recorded 21, CF, 30.9, and 0 (change). Read the rest of this entry »

At the trade deadline, the Nationals shipped out their franchise player, Juan Soto, to the Padres in return for an admittedly impressive array of prospects. Losing him, along with first baseman Josh Bell, removed the last two dynamic hitters from one of the worst offenses in baseball this side of the Tigers. Replacing your best offensive player, especially one as talented as Soto, isn’t an easy tax, though it’s one the Nats managed to do last time when the Bryce Harper era smoothly gave way to the Childish Bambino one. And for the very short term, at least, Washington has pulled this trick for a second time.

No, the Nats haven’t found another phenom to succeed Soto, but instead, they went with journeyman minor league outfielder Joey Meneses. He isn’t a prospect of any type, or even a young player; he’s older than not only Soto but also Harper. But what Meneses has done in defying expectations is impressive, with his 158 wRC+ in more than 200 plate appearances actually besting Soto’s pre-trade wRC+ of 152. I’m not going to suggest that Meneses is actually able to replace Soto, but it is extremely cool to see a minor leaguer be able to capitalize on such a rare opportunity.

For the background on Meneses, I urge you to check out the piece written by our friend Ben Lindbergh over at the Ringer earlier this month, for which I supplied a ZiPS minor league translation for Meneses’ 2022 season, which came out as a useful but un-enthralling .260/.303/.430 line and a 110 OPS+. Yet the supposedly imminent Cinderella-esque pumpkinification has yet to happen, and Meneses has continued to hit in September, with a .324/.364/.560 line and six homers. After a couple hundred visits to the plate, it becomes harder to dismiss performances like this, so I thought I’d jump in and take a more detailed look at the future of Meneses. Read the rest of this entry »

In 2018, a Philadelphia Phillies team made up mostly of homegrown players ran out of gas down the stretch. Rookie manager Gabe Kapler’s club held first place into the second week of August, then (to use the scientific term) crapped the bed. After an 8-20 September, Philadelphia ended the season in third place, two games under .500 and 10 games adrift of the first-place Braves.

So they went out that offseason and got some reinforcements: Bryce Harper, obviously, but also one Jacob Tyler “J.T.” Realmuto, one of the best catchers in baseball. The same thing happened in 2019, so the Phillies cashiered Kapler and replaced him with Joe Girardi, and lavished a nine-figure contract on Zack Wheeler. In 2020, they once again fumbled an easy path to the playoffs, so ownership cleared out the front office. In 2021 it happened once more: Hot start, followed by months of stepping on banana peels, and wobbling to a record in the neighborhood of .500.

The Phillies, despite not having made the playoffs in a decade, have been in win-now mode for four or five years, and with each brigade of reinforcements (most recently Kyle Schwarber and Nick Castellanos), Realmuto gets taken more and more for granted. He’s now one of six Phillies on a contract worth $70 million or more, and just another foot soldier in a lineup that features the reigning National League MVP, this year’s NL home run leader, and two recent first-round picks.

But Realmuto is the primary reason the great annual bed-encrappening has not befallen Philadelphia this year. Read the rest of this entry »

I remember the first time I heard Marcus Semien talk about hitting. Coming off a fantastic season with the Blue Jays, he was a finalist for the AL MVP award along with teammate Vladimir Guerrero Jr. and the eventual winner, Shohei Ohtani. Not many likely paid him much attention during his interviews on MLB Network’s award show; as you would expect, everybody was patiently waiting for Ohtani to talk about his historic season on a national stage. But in every Semien soundbite during his interview with Greg Amsinger, there was a fascinating tidbit about hitting and progressing through a season. Since then, I have looked at his at-bats differently.

That’s what made watching Semien in the first two months of the season mind-boggling. He was one of the worst hitters in baseball, with a 55 wRC+, and couldn’t keep the ball off the ground. I’m a big fan and supporter of his swing, but that performance had me doubting what his future would be. But the Rangers’ second baseman got hot in the early summer, posting a 137 wRC+ over June and July, and after an average August, his September has been one of the best months of his career, with a .337/.388/.589 line and a 177 wRC+.

Through all that, Semien’s hard-hit rate stayed consistent, including his awful start and two great months in June and July, but since hard-hit rate is strictly a measurement of exit velocity, that isn’t all that surprising. What is a shocker is how he’s nearly doubled that same rate month over month.

On the year, Semien ranks 95th in all of baseball in hard-hit rate, but in September, he has ascended to 15th among all qualified hitters. That type of jump is sticky and often indicative of a concrete swing adjustment. In other words, you don’t luck yourself into hitting rockets for this long. So let’s find out what that change was. Read the rest of this entry »

The Mets are the current World Series favorites, with 17.7% odds of winning a championship, according to ZiPS. They have a 76.4% chance of earning a first-round bye through capturing the NL East and a starting rotation fronted by Max Scherzer and Jacob deGrom. In an ideal world, Scherzer and deGrom would pitch every postseason inning, with the occasional Edwin Díaz appearance sprinkled in, because that song with the trumpet is quite a lot of fun.

Unfortunately, people are frail. They’re full of oddly shaped parts that break and swell and stiffen and rupture. Starting pitchers are more susceptible than most. They’re the four-note motif at the beginning of Beethoven’s Fifth Symphony: They come out guns blazing and then need a nice, long break before they’re ready to think about doing it again. Read the rest of this entry »

This is Alex’s first piece as a FanGraphs contributor. Alex is a recent honors graduate of Vassar College, where he served as the sports and senior editor of the award-winning Miscellany News. He has also written for PitcherList and Sports Info Solutions, the latter of which he video-scouted for as well. His main interest lies in cognitive psychology, a woefully under-studied area of baseball research. For his senior thesis, he constructed a neural network that predicted pitch speed and location based on early trajectory information; he used the model’s errors to learn more about how batters might integrate a pre-pitch “guess” with their real-time perceptions. He is fascinated by pitch sequencing and is a swinging-strike enthusiast.

Julio Rodríguez. Michael Harris II. Adley Rutschman. We all know the names atop this year’s extraordinary position player rookie class. You have to go back to 2015 for the last time three different first-year hitters each accrued four or more wins; then it was Kris Bryant, Matt Duffy, and Francisco Lindor. Those names should put into perspective just how much baseball has gone by since then. But when Steven Kwan surpassed the 4-WAR mark on Sunday with a three-hit, five-RBI effort, cementing the Guardians’ American League Central crown, this year’s class became the first since 1964 to have four rookies each with four or more wins.

All told, the big four at the top have overshadowed some other stellar performances. Bobby Witt Jr. has joined the 20-20 club already; along with Rodríguez, they make up the first rookie duo to do so since 1987. Jose Siri has authored an excellent defensive season, ranking fifth in the majors in Statcast’s Runs Above Average. While not the age of a traditional rookie, Joey Meneses has come out of nowhere to post a 158 wRC+ across the last two months of the season. And among hitters with at least 400 PAs this year, Brendan Donovan ranks seventh in the majors with a .389 OBP. Read the rest of this entry »

The Atlanta Braves don’t bunt much. To be fair, most teams aren’t bunting all that often these days, especially since the introduction of the universal designated hitter. The Braves, however, still stand out from the pack. In an age of reduced bunting, Atlanta is leading the charge.

Of the thousands of balls the Braves have put into play this year, only four have been bunts. Of their 1,327 hits this season, only one has come on a bunt. One. You’d be hard-pressed to find any other counting stat category on the FanGraphs leaderboards with the number one written next to a team’s name.

The bunt-tracking era at FanGraphs began in 2002. (Side note: I’m going to take credit for coining the phrase “bunt-tracking era.”) Records for sacrifice bunts were kept long before 2002, but the data for bunts and bunt hits only goes back 21 years. In that time, the lowest number of bunts for a team in a full season is 12, courtesy of the 2018 Toronto Blue Jays. With a mere four bunts this season, the Braves are nestled amongst most teams from the shortened 2020 season at the bottom of the team bunt leaderboards:

Read the rest of this entry »

Oh, did that title get your attention? I thought it might. Bad news, though! It was just a trap to get you to read this. I’m here to talk about the same thing we talk about around this time every year: projections offending people. I don’t like it any more than you do, but that’s just the name of the game when October comes around. We post playoff odds before the season, which means we’re always missing on some team or other. That’s right: as best as I can tell, Cleveland fans are upset that we gave their team a 93.3% chance of making the playoffs in 2019, only to have them miss out on the postseason.

Okay, fine. I’m actually talking about the Guardians making the playoffs this year after starting the season with a 7.5% chance of winning their division, as the league helpfully noted on Twitter earlier this week:

That's why they play the games. ? pic.twitter.com/X0KkQwgPr1

— MLB (@MLB) September 26, 2022

I brought up the 2019 example to make a point: our odds miss in both directions. They’re not biased for or against the Guardians specifically. I thought it might be useful to look into a few things our model doesn’t handle particularly well that might have understated the Guardians’ chances, a few things the team did well to improve its odds, and a few breaks along the way that Cleveland deftly took advantage of. Read the rest of this entry »