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Mike Trout, Yasmani Grandal, and Other Early BABIP Outliers

When it comes to early-season dominance or struggles, BABIP tends to be a featured player in many of the odder-looking lines. At the top of the league, you have the already amazing Mike Trout sporting a .519 BABIP, fueling a video game-like 236 wRC+ and a 1.224 OPS. On the flip side, quality players are still looking way up at the Mendoza line, such as Yasmani Grandal (.121 BA, .125 BABIP) or Kyle Tucker (.179 BA, .173 BABIP). Even though the evidence suggests that there’s more variability in BABIP ability among hitters than pitchers, a month of a season is a pitifully small amount of time to establish a new baseline expectation for BABIP. So, who is “earning” their BABIP and who isn’t so far?

Similar to the “x” Statcast stats, the ZiPS calculates “z” stats — I’ll let you guess what the z stands for — as part of its year-end projection model. These aren’t yet used in the simpler in-season model, though that’s in the works. Similar to Statcast, ZiPS estimates BABIP from the component parts: launch angle, exit velocity, speed data (for grounders), and so on. ZiPS also considers the direction a ball is hit, as a player’s pull tendency is a repeatable skill. This last data matters quite a bit. For example, grounders hit up the middle end up as singles about half the time, but grounders hit 15 degrees to the left or right of the second base bag are hits about a tenth of the time.

How does it work? The numbers are still volatile, but if all you have is zBABIP and actual BABIP, zBABIP is historically the better predictor. For all players with 50 PA in both 2020 and ’21, 2020 zBABIP is closer to 2021 BABIP than 2020 BABIP for 65% of players. Historically, the best predictor of actual BABIP, again using only these two stats, is a linear combination of 0.9 zBABIP and 0.1 actual BABIP.

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Dan Szymborski FanGraphs Chat – 5/6/21

12:03
James: Trent Grisham is good. But is it possible he might be under the radar, star level good?

12:03
Avatar Dan Szymborski: He’s certainly *played* like a star the last 80ish games now. I’m not convinced that he’s quite that good, but he’s certainly proving me wrong.

12:03
Beepollen: So, the Dodgers – what the hell’s going on???

12:04
Avatar Dan Szymborski: I should note they have a 20-12 pythag record, which equates to a 101-win schedule. And that’s going to be far more predictive than their current record is

12:05
James: What is going on with all of the league wide injuries? Pandemic short season related? Pitchers throwing harder than ever? SSS?

12:05
Avatar Dan Szymborski: I haven’t looked at injury rate compared to previous Aprils, but I wouldn’t be surprised if the weird 2020 made things riskier.

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The White Sox Just Lost Their Most Important Player

The White Sox took a giant blow Sunday when young centerfielder Luis Robert injured his right hip flexor running to first while trying to beat out a grounder to third against Cleveland. As it turns out, the injury wasn’t minor, as he was diagnosed with a Grade III strain — a complete rupture of the muscle involved — and will not be able to resume baseball activities for 12–16 weeks.

Chicago hasn’t officially ruled out Robert for the season, but there’s enough uncertainty that senior VP/general manager Rick Hahn did not give a particularly optimistic assessment of when his return could be.

“But it’s safe to say in terms of projecting his possible return, it’s too soon to know. Quite frankly, we are not going to be able to provide you with an educated projection of that for another 12 weeks or so as we see how he progresses.”

The most serious consequence of Robert’s injury is naturally a painful recovery process for last year’s AL Rookie of the Year runner-up. But the White Sox have more than 130 games to play, meaning there will also be consequences for the team and some pivotal decisions to make.

Losing Robert is particularly unwelcome for the Sox, as he represents the second serious loss at a position at which they’re not terribly deep. In an unfortunately timely look I did last month at baseball’s most irreplaceable players, the ZiPS projections pegged him as the seventh-most crucial player in the majors in terms of effect on the playoff race.

From a straight-up projection standpoint, Robert falls short of most of the names on this list. Just on the Sox, ZiPS thinks Lucas Giolito is a significantly more valuable player overall, at least when he’s not pitching in the morning. But if something should happen to Giolito, Chicago has spare arms to patch up the hole. If the team loses Robert, let’s just say ZiPS does not have a case of Leurymania or Engelalia. The race with the Twins is likely going to be a tight one, and the Royals have shown surprising spunk. The White Sox could ill afford an injury to their center fielder.

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Jacob deGrom’s Run Support Is As Lacking as You Think

Jacob deGrom was his usual sterling self on Wednesday night, striking out nine Red Sox batters against no homers, one walk, and just three hits over his six innings of work. For his troubles, the Mets dropped the game 1-0, leaving deGrom with his second loss of 2021. A month into the season, deGrom now has the same number of losses as total earned runs allowed. He’s upped his Cy Young-worthy game to such a degree that allowing a single run nearly doubled his ERA, from 0.31 to 0.51. And with the Mets’ bats not cooperating, he’s even tried to help his own case, with hits in four of his five starts for a .462/.462/.538 line, though that performance might not continue. It certainly feels like of all the pitchers who have their health, deGrom is the unluckiest in baseball.

The Mets right-hander has never had a poor season, but he’s kicked his career into a new gear in recent years. Since the start of 2018, he sports a very healthy 1.99 ERA, a 2.21 FIP, and nearly 12 strikeouts per game. His total of 20.8 WAR is four more than the next-best pitcher, Gerrit Cole. And though he’s on the wrong side of 30, deGrom has even seen his velocity increase. While that’s not unheard of — Charlie Morton is the most obvious recent example that my brain trudges up — it’s not typical. If the season ended right now, he’d be the only starting pitcher to finish the season with an average fastball velocity of 99 mph of those with 20 innings thrown in a season since 2002. Not bad for a guy who broke into the league averaging 93!

Despite all that good performance, one of baseball’s cruelest stats, pitcher win-loss, has shown little mercy, leaving deGrom with a 27-21 record that looks more like what you’d expect from a good No. 3 starter than an ace. Is deGrom really the unluckiest pitcher in the game, at least when it comes to team support? Read the rest of this entry »


Dan Szymborski FanGraphs Chat – 4/29/21

12:03
Avatar Dan Szymborski: The appointed time for chat has arrived.

12:05
Avatar Dan Szymborski: Also changed my avatar. Some of you were confused why I looked so old at 42. That was the Old Dan Szymborski avatar.

12:06
Avatar Dan Szymborski:

12:06
Greg: Can Huascar Ynoa stick as a starter? Pretty much fastball/slider only so far.

12:08
Avatar Dan Szymborski: I do worry about two-pitch starters. I’ve wanted Kevin Gausman to develop an actually effective breaking pitch for years now to at least a cutter or something.

12:10
Avatar Dan Szymborski: Hitters are very adaptable creatures. I’d love if Ynoa’s occasional change was more of a weapon he could use

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The Team That Went Up a Hill but Fell Down a Mountain

On Monday, the Rockies announced that executive vice-president/general manager Jeff Bridich would be leaving his role with the team. Whether or not this amounts to a resignation or a “resignation” allowing a long-time employee to save face, the result is the same: there will be a new face responsible for personnel decisions in Colorado. (For now, that’s team COO Greg Feasel, who will serve as the interim GM, but the team expects to hire a full-time replacement after the end of the season.) This organization generally has had a great deal of loyalty to its general managers over the years: After nearly 30 years of existence, the team has only had three GMs in Bridich, Dan O’Dowd, and Bob Gebhard. But will this be enough to right what’s gone horribly wrong in Denver?

The Nolan Arenado trade this winter may have been the straw that broke the camel’s back for the team’s chances of a longshot wild card run in 2021 and the fanbase’s feelings about the Rockies. Bridich’s relationship with Arenado soured the team’s relationship with its franchise player, but ownership was a key player in making the trade happen.

In February, the Rockies bowed to the pressure, trading Arenado and $51 million to the Cardinals for a package that included pitcher Austin Gomber and four mid- to low-level prospects. Monfort was largely the architect of the trade, sources told The Athletic, but blame fell to Bridich. There is enough to go around. Bridich was the one who alienated Arenado; Monfort is the one who allowed it.

“We lack process in so many ways,” one now-former member of Colorado’s front office said. “We lack leadership in most ways. And there’s very, very little accountability.”

So, how did the Rockies get here? Where they sit now, firmly at the bottom of the NL West, is a product of long-term decision-making failures, not just the recent drive to save money or a few poor moves in recent years.

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Yes, the Royals Can Win the AL Central

If you pulled up the AL Central standings today, you’d find that the team currently sitting at the top isn’t the favored Chicago White Sox or the Minnesota Twins, but the Kansas City Royals. While 90% of the season remains, it’s hard to object to the notion that it’s better to be in the lead at this point rather than the basement. It’s still reasonable to believe that the two preseason favorites are better teams than the Royals overall, but that doesn’t mean the season can’t end with Kansas City in possession of a golden ticket to the AL Division Series.

Long-time readers will know that I’ve never thought the Royals were particularly well run, at least not since Ewing Kauffman, the team’s owner from the 1969 expansion, passed away in 1993. During Kauffman’s tenure, Kansas City was arguably the most successful team created in the expansion era, ranking eighth in winning percentage (.517). By 1993, only two other expansion-era teams were even at .500: the Blue Jays at .511 and Houston at .501. At the organization’s peak, from 1975 to 1989, only the Red Sox and Yankees won more games, and at one point, the Royals went to the playoffs in seven of 10 seasons.

Since 1993, the organization has generally been unsuccessful. In about a quarter-century, the Royals have only had four winning seasons. While they bagged a World Series title in 2015, they only made the playoffs twice, despite playing in what was arguably baseball’s weakest division. Under Kauffman’s successor, team CEO, and eventually full owner David Glass, the team fared much worse. In 1993, Kansas City had a $40 million payroll, the fourth-highest in baseball. By the post-strike 1995 season, they ranked 21st. There they stayed, usually in the bottom third of the league and frequently in the bottom five. Since Dayton Moore’s first full season as the general manager in 2007, Kansas City has ranked 28th in wins and 22nd in payroll:

Payroll vs. Wins, 2007-20
Team Payroll Rank Wins Rank
New York Yankees $2,627,925,259 1 1246 1
Los Angeles Dodgers $2,236,600,402 3 1237 2
Boston Red Sox $2,302,517,441 2 1194 3
St. Louis Cardinals $1,617,713,889 10 1192 4
Tampa Bay Rays $818,419,932 30 1157 5
Los Angeles Angels $1,895,334,206 4 1148 6
Cleveland Indians $1,173,731,244 23 1140 7
Atlanta Braves $1,350,971,318 16 1128 8
Chicago Cubs $1,841,202,419 6 1124 9
Milwaukee Brewers $1,170,308,270 24 1117 10
Texas Rangers $1,556,372,185 12 1115 11
Oakland Athletics $949,971,231 27 1113 12
Washington Nationals $1,508,462,694 13 1103 13
Philadelphia Phillies $1,772,042,700 8 1098 14
San Francisco Giants $1,818,498,586 7 1092 15
Toronto Blue Jays $1,460,943,858 14 1078 16
New York Mets $1,728,971,294 9 1073 17
Arizona Diamondbacks $1,160,462,372 25 1068 18
Minnesota Twins $1,281,364,017 19 1061 19
Detroit Tigers $1,861,840,063 5 1060 20
Houston Astros $1,268,250,697 20 1058 21
Colorado Rockies $1,289,221,972 18 1040 22
Cincinnati Reds $1,246,221,968 21 1039 23
Seattle Mariners $1,589,181,892 11 1030 24
Chicago White Sox $1,425,636,018 15 1027 25
Pittsburgh Pirates $894,015,615 28 1016 26
San Diego Padres $1,006,395,416 26 1013 27
Kansas City Royals $1,185,768,401 22 1003 28
Baltimore Orioles $1,343,310,329 17 989 29
Miami Marlins $880,285,243 29 988 30

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Dan Szymborski FanGraphs Chat – 4/22/21

12:01
Avatar Dan Szymborski: Greetings all!

12:01
Avatar Dan Szymborski: Sorry for the lost chat last week. I was getting COVID vaccine deux.

12:01
Avatar Dan Szymborski: And definitely felt awful afterwards!

12:01
ballsandgutters: Proud FG ad free member here….

So about 5 years ago you and I got in a Twitter fight about whether Carlos Beltran is HOF worthy.   I said no.      I think I’m gonna win on a technicality.     BTW – if you want to get me a beer ask Eno for a rec

12:02
Avatar Dan Szymborski: Thanks for the support! I’d grumble about you winning on a technicality but…

12:02
Avatar Dan Szymborski:

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Mookie Betts, Stephen Strasburg, and 2021’s Most Irreplaceable Players

Which players are most essential to their team’s postseason odds? While that list contains many of the best players in baseball, it’s not a strict ranking of the sport’s brightest stars. When looking at who is the most irreplaceable in the short-term, there are questions beyond just how good the player in question is. It becomes a matter of marginal utility. To a team already saddled with a doomed 2021 outlook, losing a star is unfortunate — obviously very much so for the player in question — but won’t really affect their chances of making the playoffs. The Colorado Rockies could build a time machine, kidnap Ted Williams, and stick a very confused Splendid Splinter in their lineup and it still wouldn’t change their near-term fate. And the same goes for teams at the opposite end of the spectrum — you can’t tip over your house with a leaf blower.

Of course, some teams are simply better equipped to deal with these kinds of nasty surprises than others, able to rely on enviable depth to weather absences. Two such nasty surprises have happened recently and illustrate the point well, albeit in opposite directions. Stephen Strasburg of the Washington Nationals was placed on the Injured List with shoulder inflammation after a mess of a start that saw him caught rubbing his shoulder on camera. (For more on the Strasburg injury, check out my colleague Jay Jaffe’s piece discussing what it means to Washington.) Another scare involved Mookie Betts, who took a hard, high-and-in offering from Rafael Montero directly on his forearm.

Luckily, Betts’ injury seems unlikely to sideline his for long — Dave Roberts says he expects him back later this week — but even if it had meant a longer absence, the Dodgers would have had little need to panic. Even in the worst-case scenario, where the team loses him for the rest of the season, it’s hard to derail this playoff train; the ZiPS projections have their playoff probability collapsing from 99.6% to…97.5%. A drop-off of two percentage points is a relatively minor one, smaller than the projection change if the White Sox lost Adam Eaton or the Astros had to suddenly replace Yuli Gurriel. Presumably, we have unanimous agreement that Betts is easily the most valuable player listed here.

The Nationals, on the other hand, are very reliant on their stars. Should they lose any of their key players — mainly Strasburg, Juan Soto, Trea Turner, Max Scherzer — it would nearly doom their October hopes. Soto joined Strasberg on the IL yesterday after suffering a strained left shoulder. Losing him for the duration would cause the club to miss the playoffs in 81% of the simulations in which the Nats would otherwise make it.

As steep as that sounds, from a quantitative standpoint, losing Soto isn’t the biggest possible loss in baseball in terms of playoff probability; ZiPS already sees the Nats having an uphill climb at 12.2%. The teams that have the most to lose are those with two key elements: a playoff fate that is very much undecided and and a lack of ready replacements elsewhere in the organization. So, as of Tuesday morning, here are baseball’s most irreplaceable players. The below changes in playoff odds assume a season-ending injury and the use of an in-house replacement. Just to illustrate how changeable this list is, only two of the top 10 are repeats from 2020.

ZiPS’ Most Irreplaceable Players, 2021
Rank Player Team Playoff Odds Before Playoff Odds After Difference
1 Mike Trout Los Angeles Angels 49.5% 14.0% -35.5%
2 Gerrit Cole New York Yankees 68.0% 38.5% -29.5%
3 Ronald Acuña Jr. Atlanta Braves 61.4% 33.1% -28.3%
4 Alex Bregman Houston Astros 52.0% 23.9% -28.1%
5 Jacob deGrom New York Mets 89.6% 64.6% -25.0%
6 Carlos Correa Houston Astros 52.0% 27.9% -24.1%
7 Luis Robert Chicago White Sox 69.2% 46.0% -23.2%
8 Byron Buxton Minnesota Twins 68.2% 45.5% -22.7%
9 Anthony Rendon Los Angeles Angels 49.5% 27.7% -21.8%
10 Freddie Freeman Atlanta Braves 61.4% 39.7% -21.7%

Mike Trout, Los Angeles Angels (-35.5%)

As the best player of his generation, Trout has a way of finishing at the top of lists, but his placement here is actually fairly unusual. He has sometimes missed this ranking completely, as the Angels have an impeccable record of building inadequate teams around their franchise player. But the AL West is open enough, and the Angels are good enough, that this is the year they really can’t afford to lose him. Trout going down would already be a huge loss even if the Angels had an extra league-average outfielder hanging around the roster. But with the likely in-house solution being to shuffle around the outfield, resulting in more playing for Juan Lagares and some combination of Scott Schebler and eventually Taylor Ward, that’s not the team’s situation.

Gerrit Cole, New York Yankees (-29.5%)

That Cole ranks so highly is not a slight on the quality of the Yankees’ starting pitching. They’re actually quite deep with interesting, talented arms who could step in if the worst should happen and they lose their ace. What is a problem is that after Cole, the Yankees have a lot of pitchers with spotty injury records. ZiPS already assumes that the team will have to turn to that depth multiple times before 2021’s final pitch is thrown. To lose the guy they want to set-and-forget at 200 innings would be a big blow. Complicating the picture is that while the Yankees are still the favorite, their slow start does matter and means that they’ve already lost a good chunk of their margin for error over the Rays, Blue Jays, and Red Sox in the division.

Ronald Acuña Jr., Atlanta Braves (-28.3%)

Acuña wasn’t the National League MVP in 2020, but he’s certainly the player I’d least like to lose if I owned the Atlanta Braves. All the projection systems love him for obvious reasons, but none more than ZiPS, which sees him as the only player in baseball to have non-laughable odds of becoming baseball’s first 50/50 club member. Drew Waters, Ender Inciarte, and Guillermo Heredia could replace the at-bats, but none of them have the recipe to replace the awesomesauce Acuña uses to feast on opposing pitchers.

Alex Bregman, Houston Astros (-28.1%)

Houston’s rotation depth over the last four years has descended from utopia to yikes and now the team’s offense is absolutely crucial to the Astros playing October baseball. The franchise’s offensive core may have originally been led by Jose Altuve and then Carlos Correa and George Springer, but Alex Bregman is now The Man, the hitter they can least afford to have missing from the lineup. ZiPS sees Aledmys Díaz and Abraham Toro as better-than-replacement talent, but Houston’s unlikely to run away with the division the way it has in some recent seasons, making every win crucial.

Jacob deGrom, New York Mets (-25.0%)

deGrom drops from first to fourth on the list, but that’s not due to any decline in his performance. Rather, with the Mets under new ownership, the team didn’t go into the season with five starting pitchers who looked good on paper and a roster that couldn’t withstand injuries to the rotation. This time around, the Mets actually have options. None of them could fully replace deGrom, mind you, but plenty could at least be respectable fifth starters on a good team.

Carlos Correa, Houston Astros (-24.1%)

Given Correa’s injury history, the fact that he ranks highly on a list like this should greatly concern the Astros. ZiPS sees Bregman as the clearly superior player but also sees the options after Correa as less enticing. Díaz isn’t a particularly good defensive shortstop, and Toro wouldn’t be an option at the position. Alex De Goti has interesting power but is a massive downgrade from Correa. Houston would likely have to explore a trade if misfortune befell Correa, but the team may have other needs, so that’s not a great scenario either.

Luis Robert, Chicago White Sox (-23.2%)

From a straight-up projection standpoint, Robert falls short of most of the names on this list. Just on the Sox, ZiPS thinks Lucas Giolito is a significantly more valuable player overall, at least when he’s not pitching in the morning. But if something should happen to Giolito, Chicago has spare arms to patch up the hole. If the team loses Robert, let’s just say ZiPS does not have a case of Leurymania or Engelalia. The race with the Twins is likely going to be a tight one and the Royals have shown surprising spunk. The White Sox could ill afford an injury to their center fielder.

Byron Buxton, Minnesota Twins (-22.7%)

Is this the year that Byron Buxton finally stays healthy and is awesome? In just nine games, he’s already collected an impressive 1.5 WAR! Buxton will fall off from his 15-WAR pace, of course, but a lot of the scenarios in which ZiPS sees Minnesota taking down Chicago involve a solid season from Buxton. Even if his offense regressed hard toward his career 93 wRC+, the team would struggle to replace his glove, which has remained a major plus even through his various injuries.

Anthony Rendon, Los Angeles Angels (-21.8%)

To nobody’s surprise, Rendon isn’t quite the player that Mike Trout is. But the Angels have real playoff hopes, and even with the team having better replacements for injured infielders than outfielders, it would struggle to replace Rendon. Franklin Barreto’s elbow is enough to just squeeze Rendon onto this list, where he’d otherwise finish 12th, with Gleyber Torres taking the 10-spot.

Freddie Freeman, Atlanta Braves (-21.7%)

I love Pablo Sandoval, but not as my starting first baseman. Nor would Austin Riley playing first (with Johan Camargo, Orlando Arcia, and Ehire Adrianza pitching in at third) remedy the situation. Freeman’s the best first baseman in baseball, and even if the position isn’t as important as it was 40 years ago, he’s a crucial part of the lineup.


ZiPS Time Warp: Jim Fregosi

There’s a kind of depressing infamy that comes with being a player on the losing end of a lopsided trade. Players like Glenn Davis, Ernie Broglio, and Larry Andersen are more famous for the players they were traded for than anything they did in their own careers. It’s an unfair bit of notoriety, too; there’s not much cosmic justice involved when Harvey Kuenn, who played in 10 All-Star games, is remembered more for a decision to trade Rocky Colavito he didn’t make rather than being a .314/.360/.426, 23.5 WAR hitter in seven full seasons with the Detroit Tigers. Jim Fregosi is another star who’s a member of this unfortunate club.

In the case of Fregosi, his run as an elite shortstop might actually be a distant third in the ol’ memory banks. If you asked a random baseball fan in 2021 what they know about him, at least one who isn’t an Angels fan, you’d likely get one of two responses: his status as the player traded for Nolan Ryan or his 15-year post-playing career as a manager for four teams, most famously those notorious misfits, the 1993 Philadelphia Phillies. But when Mike Trout blew through the Angels record for the most career WAR for a position player, the previous holder wasn’t Tim Salmon or Brian Downing or Darin Erstad or Bobby Grich. It was Jim Fregosi. Read the rest of this entry »