Archive for Daily Graphings

Salvador Perez is Crushing Baseballs Like Never Before

The Royals aren’t going anywhere this season, but that doesn’t mean they’ve thrown in the towel. In the second half of August alone, they’ve taken series from the Astros, Cubs (a sweep), and Mariners and won 10 of 14 games. One big reason for their surge has been Salvador Perez, who’s homered eight times in that span and gone deep in his last five straight games. After a stellar showing in the shortened 2020 season — his first back from Tommy John surgery — he has already set a career high with 38 homers and appears on his way to several other full-season highs in counting and rate stats.

Indeed, the 31-year-old backstop has been on quite a binge lately. After hitting 21 homers in the season’s first half, Perez participated in the Home Run Derby, losing out to eventual champion Pete Alonso in the first round. His 17 homers since the All-Star break are tied with Joey Votto for the major league lead, and he’s second overall to only Shohei Ohtani (41).

Within that stretch, Perez homered in three consecutive games from July 28 to 30, his longest streak since 2017, then separately matched and surpassed his career-best streak of homering in four straight games, which he did April 6–9, 2017. What’s more, on August 26 against the Mariners’ Joe Smith and a day later, against Logan Gilbert, he hit two grand slams, the first of which erased a 4–1 deficit and the second a 5–1 deficit. In doing so, he became the 25th player in major league history and the first since the Brewers’ Tyler Saladino in 2019 to hit slams on back-to-back days. Here’s a supercut of the homers from his five-game streak:

In the wake of the first home run in that clip, one of the announcers notes that Perez is on pace to become just the sixth catcher to hit 40 home runs in a season, but that’s not quite correct. A player has hit at least 40 homers while spending the majority of his time as catcher six times; he is on track to become the seventh. However, a player has hit at least 40 homers while in the lineup as a catcher — as opposed to getting a breather at another position, whether it’s first base or designated hitter or pinch-hitter — five times, and Perez isn’t anywhere close to becoming the sixth:

Most Home Runs in a Season by a Catcher
Rk Player Team Year HR as C* Other HR Total
1 Javy Lopez Braves 2003 42 1 43
2 Todd Hundley Mets 1996 41 0 41
3T Roy Campanella Dodgers 1953 40 1 41
Mike Piazza Dodgers 1997 40 0 40
Mike Piazza Mets 1999 40 0 40
6 Johnny Bench Reds 1970 38 7 45
7 Mike Piazza Dodgers 1996 36 0 36
8T Gabby Hartnett Cubs 1930 36 1 37
Mike Piazza Dodgers 1993 35 0 35
Ivan Rodriguez Rangers 1999 35 0 35
Mike Piazza Mets 2000 35 3 38
12T Johnny Bench Reds 1972 34 6 40
Terry Steinbach Athletics 1996 34 1 35
Javy Lopez Braves 1998 34 0 34
54T Salvador Perez Royals 2021 26 12 38
SOURCE: Baseball-Reference
*Includes only home runs while in the lineup as a catcher, as opposed to other positions, including pinch-hitter and designated hitter.

Bench, man. In that 1970 season, when he was 22, he homered 38 times in 137 games as a catcher, five times in 14 games as a left fielder, and once apiece as a first baseman and right fielder, that while playing each of those positions seven times. In 1972, he homered 34 times in 127 games as a catcher, four in 17 games as a right fielder, and two in four games as a third baseman. He won the NL MVP award in both seasons.

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A Conversation With Cleveland Pitching Prospect Peyton Battenfield

Peyton Battenfield has been one of the best pitchers in the minors this season. The 24-year-old right-hander is 6–0 with a 2.15 ERA, and those aren’t even the shiniest numbers on his stat sheet. In 88 innings — 57 at the Double-A level, 31 more in High-A — Battenfield has 116 strikeouts to go with just 14 walks and 52 hits allowed.

The Oklahoma State University product has logged those numbers with a pair of organizations, the first of which was his second in pro ball. Houston’s ninth-round pick in the 2019 draft, Battenfield was dealt to Tampa Bay the following January in exchange for Austin Pruitt; last month he went from the Rays to Cleveland in exchange for Jordan Luplow and DJ Johnson at the trade deadline. He hasn’t skipped a beat since his most recent change of uniforms. In four starts with the Akron RubberDucks, the former college closer has punched out 21 batters against two free passes and 10 hits over 20.2 frames.

Battenfield discussed his breakout campaign a few days before being traded to Cleveland.

———

David Laurila: You’re having a great year. What has been behind that success?

Peyton Battenfield: “For me, it’s just attacking the strike zone with all my pitches. It’s getting ahead and not being afraid to give up hard contact. I’m going to throw my best stuff in there, and whatever happens, happens. The outcome will be the outcome.”

Laurila: Was not aggressively attacking the strike zone ever an issue in the past? Read the rest of this entry »


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 »


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 »


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.

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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.
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Amid Another Awful Season, Do the Orioles Have a Path Forward?

The Orioles woke up on Thursday morning as winners for the first time in over three weeks, with their 10–6 defeat of the Angels snapping a 19-game losing streak. It’s just Baltimore’s second victory this month, though they need quite a few more — 24 in their final 37 games, to be exact — in order to avoid a third 100-loss season in the last four years. It’s a miserable run, but one not wholly unexpected when Mike Elias took the reigns and devoted all of his resources to building a farm system that could produce a consistent winner, all but ignoring the big league roster.

Still, the major league product is unwatchable, and fair questions are starting to be asked. Can this team start to pull out of what feels like a never-ending tailspin? The answer is yes, as long as the bar is set at simply not being awful anymore as opposed to hanging some new flags in the stadium. Prospects are wonderful, and having one of the best, if not the best, farm systems in baseball is fantastic, but it’s more of a guarantee of betterment as opposed to becoming a good team, especially for a team that is starting at a level that might be comparable only to the 1899 Cleveland Spiders at this point.

The Orioles’ August misery has been defined by pitching. The offense has been below average, but not dreadful, with a wRC+ of 94 during the month, which ranks 19th among the 30 teams. The pitching, on the other hand, has been unimaginably awful. Here was Baltimore’s collective line during the losing streak:

Composite Orioles Pitching Line
IP H R ER BB SO HR ERA WHIP H/9 BB/9 K/9
179 227 170 161 84 148 40 8.09 1.829 11.4 4.2 7.4

It’s hard to be that bad. You could take a random Triple-A starter and expect better than that. The average start during the streak saw more runs allowed (4.53) than innings pitched (4.1).

It shouldn’t have to be like this. Major League Baseball’s rules should incentivize teams to put their best product on the field as opposed to what Baltimore (and others, to be fair) are doing. But for the purpose of this exercise, let’s stick to the unfortunate reality that is the worst big league roster combined with one of the best minor league systems. Does that combination automatically mean things will get better?

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The Best Four-Seam Fastball Hitters of 2021

Hitting is a multi-faceted skill. The best batters don’t share the same cookie cutter profiles; Max Muncy and Shohei Ohtani, despite producing similar overall value at the plate, get to it in very different ways. You can wait pitchers out or attack their mistakes, feast on bad pitches or foul off their best offerings. But if you want to know who looks like the best hitter, there’s an easy metric: who does the best against fastballs?

There’s something viscerally satisfying about obliterating a good four-seam fastball. The best curveballs to hit look easy to hit; they’re lollipops that hang over the middle of the plate, and by definition they’re slow. Even a fastball that misses location has that “fast” going for it. That’s not to say that they’re harder to hit, or that it’s the best way to think of good hitters, but when it comes to the eye test, fastball hitting is second to none.

So then, who are the best fastball hitters in the game? There’s no one way to answer it, so I thought I’d take a crack at coming up with my own answer. One thing you could do is simply look at our pitch values. Using Pitch Info fastball classifications, here are the best hitters against four-seamers this year:

Highest FF Pitch Values/100
Player wFA/C Statcast FA/C
Joey Votto 3.72 3.68
Fernando Tatis Jr. 3.58 3.73
Vladimir Guerrero Jr. 3.33 3.44
Bryce Harper 3.06 2.37
Jonathan India 2.95 2.88
Juan Soto 2.92 2.95
Max Muncy 2.76 2.74
Avisaíl García 2.51 2.40
Miguel Sanó 2.57 2.83
Austin Riley 2.51 2.59

Hey, great, article over! This was a quick one; you’ll have time to grab a bite to eat or get up and stretch your legs with the time you thought you were devoting to it.
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