Max Fried Is Leading the Resurgent Braves

The Braves have been a revelation over the last month. Jay Jaffe detailed last week how Atlanta turned its season around after the trade deadline, adding 67.4 points to its division odds and 5.3 points to its World Series odds in roughly three weeks. And all of that was in spite of losing Ronald Acuña Jr., for the season to a torn ACL. The Braves have gotten solid contributions across the board from their new-look outfield of Joc Pederson, Adam Duvall, and Jorge Soler, all acquired around or at the deadline. Of the rest of the core, only Ozzie Albies has performed worse post-July 30; the trio of Freddie Freeman, Dansby Swanson, and Austin Riley have been among the most productive players in the NL in that same span.

Aggression in adding outfielders at the deadline in conjunction with a high level of play from star hitters has helped Atlanta surge to the top of the standings. The pitching has held up its end of the bargain as well, though, ranking as a top-10 unit since the trade deadline, improving its ERA by just over half a run and posting the sixth-best strikeout and walk rates during that timeframe.

Much of this success can be attributed to Max Fried. Since the deadline, he ranks third in WAR among qualified pitchers, buoyed by a minuscule walk rate (1.6%, best in the majors) and a massive ground-ball rate (57.5%, fifth in the majors). That’s a recipe for elite performance even with a middling strikeout rate. It’s also a more exaggerated version of the profile he has shown since he became a full-time starter for the Braves two seasons ago; from 2019 to ’20, he ran a 53.5% ground-ball rate, a 24.1% strikeout rate, and a mere 7.1% walk rate.

Fried’s season has not always been this smooth. After his first three starts, capped off by an eight-run, four-inning outing on April 13, his ERA sat at a grizzly 11.45. Worse yet, in that last game, he strained his hamstring running the bases, was placed on the injured list, and did not return until May 5 against the Nationals, allowing one run over five innings with six strikeouts and one walk. Besides missing a turn in the rotation due to a blister on his left index finger back in late June, he has effectively put his April woes behind him and pitched more like the version of himself we saw in the prior two seasons, with a 2.77 ERA and 23.9% strikeout rate.

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Sunday Notes: Bobby Dalbec is a Music Nerd

Bobby Dalbec is a bona fide music nerd. The son of a longtime Atlantic Records executive, the 26-year-old Boston Red Sox rookie not only plays piano and guitar, he’s an ardent fan of multiple genres. Growing up around the business influenced that. His father, Tim Dalbec, has worked with a diverse group of artists that include — to name just a few — Bruno Mars, Robert Plant, Smash Mouth, and the Zac Brown Band.

While he listens to everything from rap, to house, to Neo soul —“If it sounds good in my ear is all that matters” — guitar-based rock is clearly in his wheelhouse. Talking to the young power-hitter prior to a recent game at Fenway Park, I learned that he enjoys Jimi Hendrix, John Mayer — “a lot of people think he’s a pop guy, but his his guitar playing is pretty top-tier” — and Stevie Ray Vaughan. Another favorite is Goose, a jam-band out of Connecticut.

Somewhat surprisingly, Dalbec only recently began playing the guitar.

“My dad never pushed me toward music,” said Dalbec, whom the Red Sox selected in the fourth round of the 2016 draft out of the University of Arizona. “He was a drummer growing up, but I never learned drums. The first instrument I learned was actually piano, and that was three or four off-seasons ago. I was self-taught. Piano was kind of a gateway into learning guitar, which I really dove into after the first COVID outbreak.”

Why piano before guitar? Read the rest of this entry »


Effectively Wild Episode 1739: Poff Piece

EWFI
Ben Lindbergh talks to The Ringer’s Zach Kram about how the red-hot Yankees have salvaged their season, mounted their longest winning streak in 60 years, and put themselves in playoff position. Then (27:33) Ben brings on John Poff, former major leaguer and Stat Blast star, to discuss his brief big league career, walking away from the game, being a bookworm in baseball, playing before big salaries, the evolution of coaching, failure fueling art, his peripatetic post-baseball life, his career as a writer and poet, the racism he observed in the sport, bringing baseball to Native American reservations, and more (plus a postscript about Charlie Watts the drummer and Charlie Watts the infielder, and Vin Scully on catcher framing).

Audio intro: The Rolling Stones, "Sway"
Audio interstitial: The Rolling Stones, "Dancing With Mr. D"
Audio outro: The Rolling Stones, "The Lantern"

Link to Zach’s Yankees article
Link to AL East playoff odds graph
Link to longest Yankees winning streaks
Link to Lindsey Adler on the Yankees
Link to Jay Jaffe on the Yankees
Link to Ringer MLB Show WS draft
Link to Poff’s SABR bio
Link to Poff’s piece on Donnie Moore
Link to Stat Blast about Poff
Link to Poff’s game against Sutter
Link to Fernando Perez episode
Link to Poff’s fundraiser
Link to later Poff fundraiser
Link to piece on salaries and ticket prices
Link to Roger Angell on player salaries
Link to Angell on player salaries and fans
Link to Scully clip
Link to Rob Harvilla on Watts
Link to story on Watts visiting the NLBM
Link to 1925 Watts photo
Link to Watts’ B-Ref page

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Looking For the 2019 Version of Josh Bell

Josh Bell has long been stuck in a quagmire. He possesses the rare quality of hitting the ball extremely hard (92nd percentile HardHit%) while not striking out much (66th percentile K%); only Juan Soto, Manny Machado, and Vladimir Guerrero Jr. have a better hard hit rate and better strikeout rate. We’ve seen stretches where this elite combination led to tremendous results, like his two-month tear in 2019 when he put up a 178 wRC+, but for the most part, Bell has settled in as a hitter who falls far short of those lofty heights. And since that breakout 2019, his production has fallen below even his stats before that season, with a 94 wRC+ over his last 634 plate appearances.

One characteristic of Bell’s career is that he is a swing tinkerer. It’s hard to analyze a player when every week you might be looking at a different stance or a new load. If you remember Ben Clemens’ article on Bell from 2019, you may be familiar with some of the tinkering that he has done. That year, he mostly settled into a quieter setup and consistent pre-swing routine, which may have led to his career-low ground-ball rate of 44% and career-high 37 home runs. Fast-forward to this last off-season, when Tony Wolfe wrote up his trade to the Nationals and pointed out that, in 2020, he was back to tinkering with his swing constantly. That is the Josh Bell quagmire: Is he struggling because he’s constantly changing something, or is he constantly changing something because he’s struggling?

I’ve decided to wade into this muck because I never tire of seeing Bell hit home runs, and I simply want there to be more of them. Take the following one, for example:

Notice how he is off-balance. That swing was all arms, and it didn’t matter.

Sure, you’ve seen prodigious power before. You’ve retweeted a Joey Gallo “pop-up” that left the yard or ogled at Franmil Reyes hitting an opposite-field line drive that just never stops going, but those guys strike out over 30% of the time. Bell does weird stuff like that while running a strikeout rate under 20%. Read the rest of this entry »


Jay Jaffe FanGraphs Chat – 8/27/21

2:01
Avatar Jay Jaffe: Good afternoon, folks, and welcome to another edition of my Friday chat!

2:01
Avatar Jay Jaffe: a bit of housekeeping while the queue fills up… today I’ve got a piece on Shohei Ohtani’s 45-degree, 110.7-mph homer from yesterday, and a dive into some other Statcast extremes https://t.co/HvBXV8OuR5

2:03
Avatar Jay Jaffe: Earlier this week, I wrote about the Yankees’ “Jumbo Package” outfield of Joey Gallo, Aaron Judge, and Giancarlo Stanton http://blogs.fangraphs.com/jumbo-package-helps-power-the-yankees-into-…. I also paid tribute to the late Bill Freehan, an 11-time All-Star catcher who got particularly shabby treatment by Hall of Fame voters http://blogs.fangraphs.com/remembering-bill-freehan-the-thinking-mans-…

2:03
Mork Borg: Chris Sale had his 3rd immaculate inning last night (9 pitches – 3 Ks), something only Kofax had accomplished before. Which made me think, “Sale is such a great pitcher. What will he need to do to make the hall?”

2:06
Avatar Jay Jaffe: I think that if he gets to a major milestone (3,000 strikeouts or 200 wins) he has a decent chance, but from a JAWS standpoint, he either needs a couple more very big seasons or some serious longevity. From his B-Ref page:

Starting pitcher (124th)
46.1career WAR |39.57yr-peak WAR |42.8JAWS |5.7WAR/162
Average HOF P (out of 65):
73.3 career WAR | 50.0 7yr-peak WAR | 61.7 JAWS | 4.5 WAR/162

2:06
Avatar Jay Jaffe: a Cy Young would help, though it’s not essential (see Mike Mussina)

Read the rest of this entry »


Examining the Padres’ Fastball Woes

The other day, I was listening to an episode of Rates and Barrels, an always informative baseball podcast on The Athletic hosted by Eno Sarris and Derek Van Ripper, and learned something new. The two went over each team’s ‘Location+,’ a metric developed by Max Bay that quantifies pitcher command, with teams like the Brewers, Giants, and Rays recording the highest marks. That’s no surprise; what did surprise me is that the Padres stood out as being uniformly bland, receiving average grades for every pitch type except cutters.

San Diego’s’ pitching staff is underperforming, injured, and recently experienced a change in leadership. But I figured it’s still one of the league’s better ones. Since Location+ is proprietary, I can’t consult the exact numbers, though it did inspire me to look at where Padres pitchers had been locating their pitches. And in doing so, I came to a realization: They might have a four-seam fastball problem.

Pitchers perform differently depending on the count; they’re great when they’re ahead, about average when even, and terrible when behind. Unless a microscopic sample size is involved, this principle applies to pretty much everyone. So when looking at how Padres pitchers have performed by count, these results shouldn’t seem out of the ordinary:

Padres Pitchers wOBA by Count Type
Count wOBA League wOBA
Ahead .193 .217
Even .309 .304
Behind .430 .425

Consider, though, how they compare against the league averages. The Padres are comfortably better than the average pitcher when ahead in the count, but the same can’t be said for other instances. In disadvantageous situations, they seem mediocre at best, and the whole picture is underwhelming. You might have guessed where I’m going with this, but basically, the idea is that four-seam fastballs are to blame. Here are the wOBAs against them by count, along with where the Padres rank league-wide. I’ve also included xwOBA to isolate the effects of batted ball luck:

Padres Fastball wOBA & xwOBA
Count wOBA wOBA Rank xwOBA xwOBA Rank
Ahead .193 3rd .212 7th
Even .378 30th .339 20th
Behind .500 30th .486 28th

As the kids say, this ain’t it. A .193 wOBA against four-seamers once ahead in the count is great. But a whopping .500 wOBA after falling behind is… not so great. The gap does narrow with xwOBA as the metric of choice; after all, part of the Padres’ recent struggles are due to good players underperforming, which is naturally fixable. But there’s a significant gap nonetheless, and it does seem tied to how they are locating their fastballs. For the sake of time and sample size, I focused on the team’s starters with 50 or more innings pitched. If we examine where their fastballs have ended up, perhaps we can also analyze why they have been hit hard.

Alright, enough talk. You’re here for the meat and potatoes. First up is Blake Snell, whose fastball locations I categorized by count type and batter handedness, presented from the pitcher’s point of view:

You can see that he likes to live higher up when ahead in the count, which is ideal, since batters are more likely to chase. Otherwise, however, Snell’s fastballs are heading straight down the pipe. Even his higher fastballs are still squarely in the strike zone; with the amount of ride he generates, he can afford to climb the ladder more often, a feat he accomplished in previous seasons. He’s also all over the place, which the wide contours illustrate. The command isn’t quite there, and it shows.

Next is Yu Darvish, the Padres’ other ace. Unlike Snell, his four-seamer isn’t his primary pitch, but it still accounts for around 20% of his repertoire. Another detail to note is the wOBA against his four-seamer by month:

  • April: .328
  • May: .178
  • June: .066
  • July: .398
  • August: .513

After appearing invincible in June, the four-seamer has spiraled out of control in recent months. Because the downward trend coincides with the crackdown on sticky stuff, though, it’s easy to think Darvish’s heater has become worse. That’s true, but not markedly so. An average spin rate of 2,577 rpm before the June 15 ultimatum is now down to 2,473, and it only cost Darvish about an inch of ride, which isn’t all that significant.

There hasn’t been a change to how he’s locating his heater, either. But maybe there should, because Darvish seems like another pitcher who isn’t capitalizing on the vertical movement he generates:

When ahead in the count, Darvish is hitting the outside corner against lefties and righties alike, but besides that, there’s not much else in terms of location. And like Snell before, the high fastballs aren’t really all that high. The contours are also wide and scattered across the strike zone, which might suggest a lack of strategy. I could be reading too much into it, but even at a glance, those heat maps aren’t very appealing.

Joe Musgrove is similar to Darvish, in that the four-seamer acts as a secondary pitch but is nonetheless an integral part of his arsenal. Without it, his fantastic breaking pitches probably aren’t as attractive. So how does he locate the heater? Here’s a look:

That’s better! Those ahead in the count fastballs, they’re up (sort of), but at least they aren’t centered around the heart of the zone. I also appreciate how Musgrove is seemingly exploring the bottom third of the zone when behind, as a way to sneak in a called strike or two.

In his case, though, the stuff is arguably a greater issue than command. Despite an elite raw spin rate, Musgrove doesn’t actually generate much vertical movement on his heater; in fact, it’s one of the league’s worst relative to his velocity. This is presumably why he has continued to shy away from it, gradually replacing his four-seamers with cutters and more breaking balls. Maybe right now demonstrates the best usage of it; I’m not entirely sure. But among Padres starting pitchers, his fastball woes are the least severe.

Then we move onto the youngsters, Chris Paddack and Ryan Weathers. To avoid beating the same drum for too long, I’ll sum up Paddack with words: He probably can and should live up in the zone more often, but there’s been a snag in his stuff. After a solid rookie campaign, his fastball lost a ton of vertical break in 2020, and as far I can tell, he’s still working toward returning to those 2019 levels. The ERA and dearth of strikeouts this season are concerning, but it’s doubtful he’s this ineffective of a starter moving forward. We’ll give him a pass.

On the other hand, Weathers sticks out like a sore thumb. It’s okay that this is his first season in the big leagues. It’s not okay that every pitch he has — fastball, slider, and changeup — ends up in a terrible spot. He’ll figure it out as he accumulates innings and experience, but for now, here’s a slice of reality for the Padres:

Those aren’t good areas to place a fastball even with superb movement, which unfortunately Weathers has lacked so far.

But let’s put everything we’ve explored into context. What’s an example of good fastball command, and how does that turn out when visualized? Originally, I’d planned a comparison between the Giants’ and Padres’ fastball locations, then scrapped it after realizing how daunting the task would be. There’s a useful remnant, though. Below is a heat map of Johnny Cueto’s four-seamers this season:

It’s the year 2021, and Cueto has a higher whiff rate and a better run value on his four-seamer than Snell. Yes, Cueto uses his less frequently, but consider where they’ve ended up. Ahead in the count, those fastballs are perched right on top of the strike zone, with a tendency to veer away from right-handed hitters. Naturally, they aren’t as high up when the count is even, but remember, that’s where Snell roamed after getting ahead, not even. And even when behind in the count, Cueto has done a solid job of avoiding the bottom third of the zone.

If you buy pitch location as a reason for the Padres’ pitching woes, their unexpected dismissal of Larry Rothschild makes a bit more sense. There’s not much a coach can do about a pitcher’s stuff; no decree will magically add three inches of movement to a slider. Location, however, is within his realm of control. To wit, Mets pitchers in 2018 went from generally avoiding the inner half to thriving there, which then-pitching coach Dave Eiland had emphasized. Over time, perhaps the Padres realized Rothschild’s own philosophy was doing more harm than good.

I’m not 100% sure if location, let alone fastball location, is the main culprit. Heat maps are hardly an exact science; they’re approximations of a pitcher’s command whose gaps are colored in by a model and charted. They also don’t factor in pitch sequencing, another element a pitching coach could influence. So maybe this is all wrong! But two facts remain true: (a) the Padres, in general, haven’t been able to avoid dangerous fastball locations; and (b) their fastballs are either getting smacked or taken for balls. If they do indeed need help, it needs to come fast.


A Steep Dive into Shohei Ohtani’s Latest Homer, and Other Statcast Extremes

Shohei Ohtani does something amazing virtually every time he sets foot on a baseball field, and Thursday was no exception. Leading off the afternoon’s contest against the Orioles in Camden Yards, he connected with Keegan Akin’s second pitch of the day, a hanging curveball in the middle of the zone, and hit a towering homer:

It wasn’t just the fact that this was Ohtani’s 41st homer of the year, extending his major league lead, or that it was the third time he’s led off a game with a homer, which he did on June 25 against the Rays in Tampa Bay and on August 14 against the Astros in Anaheim. No, what stood out to these eyes was the combination of the Statcast specs — a 45-degree launch angle and a 110.7-mph exit velocity — on this shot that made it such a majestic drive, and one that particularly caught the eye of this launch angle aficionado.

I have a thing for what I’ve sometimes termed “launch angle porn,” one that predates the Statcast era. Even amid the unending barrage of home runs and their resultant highlights, I find that the visceral thrill of watching the beginning of a sky-scraping home run is the best part. Particularly when viewed on a two-dimensional screen of whatever size, we have no idea of the final distance that struck sphere will travel, but after the sight and sound of contact — and particularly, the mellifluous melody of a ball hitting the sweet spot of a wooden bat — launch angle is the first feedback we get, whether or not there’s a number attached to that steep ascent. As for exit velocity and distance, those come later, whether it’s a couple of seconds after when we see where that ball lands, or once the Statcast numbers are in.

Wherever you sit along the spectrum of baseball observers, from newcomer through casual fan, diehard, junkie, nerd, and professional, you are by no means obligated to care about such numbers. But if you’re the type that gets a kick out of at least an occasional peek at them, not for their own sake but because they increase our understanding of the game (and of ourselves): welcome to the club, and to today’s tour of the season-to-date’s Statcast extremes. This ride isn’t for everyone, but if it’s your thing, buckle up.

Read the rest of this entry »


Chin Music, Episode 28: Awful In So Many Ways

End your week with another episode of Chin Music, as I’m joined by co-host Kyle Glaser of Baseball America. We begin by discussing Wednesday night’s insanity in San Diego, legal rumblings with the Angels and opioids, and a discussion of which minor league rule changes might graduate to the big leagues. Then we are joined by special guest Dennis Lin of The Athletic, who discusses what has gone wrong with the Padres in the second half of the season. From there it’s your emails, discussions about Shohei Ohtani and Bryce Harper, and the disappointment that was the new movie Annette.

As always, we hope you enjoy and thank you for listening.

Music by Rid Of Me.

Have a question you’d like answered on the show? Ask us anything at chinmusic@fangraphs.com. Read the rest of this entry »


The Incomparable Adam Wainwright

I’ll forgive you if you thought Adam Wainwright was cooked in 2018. He landed on the IL after three middling starts (12 strikeouts in 15.2 innings, a 3.45 ERA and 5.20 FIP), made a single short start in May, then didn’t pitch again until September. His sinker had never been slower; his curveball had never had less bite. At 37, that’s a scary combination, and it hadn’t come out of nowhere; he posted an ERA of 5.11 in his previous season, along with career-worst marks in K%, BB%, and FIP.

Three years later, Wainwright is a down-ballot Cy Young candidate. He’s accrued as much WAR as the next five Cardinals starters combined. St. Louis probably won’t make the playoffs, but it won’t be because of the once and current ace, a timeless wonder having his best season since before tearing his Achilles in 2015. How has he done it? I’m glad you asked.

Major leaguers are so good these days, on both the pitching and hitting side. Batters have never hit the ball harder on contact or tried so hard to hit home runs. It’s scary out there for a pitcher; any contact could leave the park at the drop of a hat. Pitchers have compensated in the obvious way: throwing pitches that avoid contact. Swinging-strike rate and strikeout rate are both marching inexorably higher, with occasional step changes (the sticky stuff crackdown, for example) fighting the tide.

Wainwright doesn’t have that option, though. If you asked him candidly, I’m sure he’d love to throw 95 mph and snap off sliders that turn into Pitching Ninja GIFs. But that was never his game, and he wasn’t going to suddenly turn into that kind of pitcher at age 39. In fact, when Wainwright began to decline, that was the common diagnosis. An aging sinker-first pitcher in the age of four-seamers? Sounds like a recipe for failure.

That’s all true! Wainwright’s sinker virtually never induces an empty swing. That’s not even a new thing; he’s only had one year in his entire career with a swinging-strike rate above 5% on the pitch. He’s only had a whiff rate higher than 10% in two of his 14 seasons. When batters take a cut, they mostly hit the ball.
Read the rest of this entry »


Job Posting: Major League Baseball Full Stack Software Engineer (Baseball Data)

Position: Full Stack Software Engineer (Baseball Data)

Location: San Francisco, CA

Major League Baseball is looking for experienced Software Engineers that are passionate about building new technologies for the baseball industry. Launched in 2001 as the tech arm of Major League Baseball, MLBAM is now a leading authority in real-time sports data processing, distribution and analysis.

The Baseball Data team is the central data hub for MLB. Using cutting edge technology, their data is consumed by fans, broadcasters, stadiums, and MLB teams. Their team’s primary product line is MLB.com Gameday, Statcast and Pitchcast. You can find more information about Statcast here. Read the rest of this entry »