Archive for Daily Graphings

Jose Altuve’s Evolution to MVP Candidate

Perhaps we ought to have have written more about Jose Altuve at FanGraphs this season.

The last, and only, FanGraphs post dedicated solely to Altuve this year was published on Aug. 4, when the excellent Craig Edwards documented Altuve’s historic July and his MVP momentum.

Perhaps part of the reason there hasn’t been an avalanche of Altuve content is this: what more is there to say? Altuve is really good. We know he’s really good. One thing that has remained constant in this rapidly changing world is the sight of Altuve spraying line drives all over major-league outfields. He remains one of the best pure hitters in the sport, one who added power to his game beginning in 2015 and whose power spiked again in 2016 and 2017. Altuve is going to get his 200 hits, he’s going to make contact at an elite rate, and he’s going to defy the expectations created by his small stature.

Altuve has become so good, so steady, we — or, at least this author — generally turn our attention elsewhere to new trends, pop-up players, air-ball revolutionaries, etc.

But Altuve himself is evolving. He’s making gains as a power hitter (as you’re probably aware) and in other areas that are perhaps less obvious. And Altuve demanded our attention on Thursday afternoon in the Astros’ ALDS opener, recording three home runs, including two off of Chris Sale.

While the Astros and Altuve will obviously take the performance, it’s the kind of day that could have perhaps swayed MVP voters had it occurred a week earlier. It’s remarkable that the game’s largest man, Aaron Judge, and smallest, Altuve, are the AL MVP frontrunners and have produced nearly the same value despite occupying completely opposite ends of the physical spectrum.

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Michael Brantley’s Return Leaves Questions for the Indians

The recent history of players returning from injury to the postseason isn’t great. (Photo: Keith Allison)

On Tuesday, a couple of days ahead of the deadline, Cleveland Indians manager Terry Francona announced the Division Series roster that would take on either (at the time) the New York Yankees or Minnesota Twins. While the most surprising development was probably Francona’s choice to start Trevor Bauer in Game 1, there were plenty of other questions to ask. Should the team be worried about its bullpen after leaving three key relievers off the roster? Are six outfielders too many and 11 pitchers too few? And is carrying outfielder Michael Brantley so soon after his return from injury a good idea?

Michael Brantley has always offered a maddening combination of considerable talent and questionable durability. Selected in the seventh round of the 2005 draft by the Brewers, Brantley was sent to Cleveland as the player to be named later in the 2007 deal for CC Sabathia. After 2009, Baseball America ranked him fifth among the prospects in the Cleveland system, lauding his hit tool and control of the strike zone. After five poor-to-middling seasons to begin his career, Brantley broke out in 2014 with a six-win campaign, his first All-Star appearance, and a third-place finish in the MVP voting.

Despite his offensive outbursts, Brantley has spent a significant amount of time on the disabled list. In 2011, he missed the final month of the season with a wrist injury. The 2016 campaign saw him miss time due to his shoulder. This year, he lost nearly two months to a sprained ankle. With 274 days spent on the disabled list since the start of the 2016 season, Brantley’s availability seems to consistently be an open question.

Given his talents, the Indians clearly would like Brantley around. Moreover, teammates have described him as one of the team’s leaders. However, despite the progress Brantley has made in recovery and his miraculous at-bat this past Saturday, the playoff performances of players returning from injury should curb expectations for the club’s Opening Day left-fielder.

The most recent case of a player returning from injury for the playoffs came against these same Indians last year. Kyle Schwarber, who tore his ACL and LCL in the second game of the 2016 season, returned in the World Series to absolutely mash, slashing .412/.500/.471 in 20 plate appearances — including a key three singles in five at-bats in Game 7. While Schwarber was obviously integral to Chicago’s championship run, other players who’ve returned from injury to appear in the postseason have done so less successfully.

Since 2009, there have been 15 hitters who’ve resumed play in the last half of September from the disabled list and appeared in at least one playoff series. Some of their injuries were more serious than Brantley’s sprained ankle, others much less so; however, the performance of these players can best described, at best, as “middling.”

Players Returning from Injury for Postseason: 2009-2016
Year Player Team Regular Season PA Regular Season Postseason PA Postseason
2009 Greg Dobbs Philadelphia 169 .247/.296/.383 4 .000/.000/.000
2010 Laynce Nix Cincinnati 182 .291/.350/.455 3 .000/.000/.000
2012 Jim Thome Baltimore 163 .252/.344/.442 15 .133/.188/.133
2012 Brett Gardner New York (A) 37 .323/.417.387 8 .000/.000/.000
2013 Jason Heyward Atlanta 440 .254/.349/.420 18 .167/.167/.333
2014 Ryan Zimmerman Washington 240 .280/.342/.449 4 .250/.250/.250
2015 Jorge Soler Chicago (N) 404 .262/.324/.399 25 .474/.600/1.105
2015 Jason Castro Houston 375 .211/.283/.365 18 .063/.166/.063
2015 Kiké Hernandez Los Angeles (N) 218 .307/.346/.490 15 .308/.400/.308
2015 Howie Kendrick Los Angeles (N) 495 .295/.336/.409 22 .273/.273/.455
2015 Yasiel Puig Los Angeles (N) 368 .263/.323/.416 6 .000/.000/.000
2016 Kyle Schwarber Chicago (N) 5 .000/.000/.000 20 .412/.500/.471
2016 Yan Gomes Cleveland 264 .167/.201/.327 4 .000/.000/.000
2016 Gregor Blanco San Francisco 274 .224/.309/.311 10 .125/.222/.250
2016 Shin-Soo Choo Texas 210 .242/.357/.399 3 .000/.000/.000

Now, of course, the posteseason is a place of impossibly small sample sizes, making any resulting lines incredibly variable. That aside, a third of the players here performed poorly in their very few trips to the plate, many in the pinch-hitting role that Brantley is expected to assume. A little under a third performed well, some very much so. This is, of course, the best case for Brantley, and he clearly has the talent to do so. The remaining players fell well short of their season performance and have also tended to strike out at a higher rate than normal. Maybe their timing has been off from their missed time? That’s merely a guess, though. Even accounting for small sample sizes and the increased quality of playoff pitching and competition, something is still lacking in their performance.

Brantley’s inclusion creates further complications for the Indians beyond performance questions. Even with Brantley’s progress in playing the field, he will be unlikely to play anything other than pinch- or designated hitter, forcing the Indians to carry five additional outfielders. As a result, the pitching staff is limited to 11 pitchers, which may be a little short if they weren’t maybe the best pitching staff ever. However, the lack of flexibility created by including Brantley may make the Indians miss hitters such as Yandy Diaz or pitchers such Dan Otero and Nick Goody.

It’s important to remember that the Indians are clearly a better team with a healthy Brantley. However, Brantley’s presence isn’t essential, either: the Indians did go on possibly the most impressive streak in baseball history, becoming the hot team going into the postseason and passing the Dodgers as the Vegas favorite to win the World Series. It’s understandable that the Indians want their one of their leaders back, but the performance of players returning from an injury to the postseason with the added roster flexibility questions makes Brantley’s inclusion a risky one. They might indeed be good enough to overcome a lesser Brantley performance, but Terry Francona and the rest of Cleveland’s decision-makers are certainly hoping that this decision doesn’t come back to haunt them.


Archie Bradley’s Triple Was More Improbable Than You Think

Technically, in Wednesday’s NL wild-card game, the lead never changed hands. The Diamondbacks went up 3-0 on Paul Goldschmidt‘s early homer, and they won by an identical margin. Yet it still felt like something of a roller coaster, because the Rockies refused to go away. A 6-0 game narrowed to 6-5. An 8-5 game narrowed to 8-7. Even Fernando Rodney’s ninth inning wasn’t clean, as the Rockies attempted to rally. The game, overall, delivered on its promise. We didn’t end up with a wild-card clunker.

It’s always fun to break these games down in retrospect. I like to take the win-expectancy angle. The game’s third-most important event was A.J. Pollock‘s triple in the bottom of the eighth. It moved the win expectancy by 11 percentage points. The game’s second-most important event was the first-inning Goldschmidt homer. It moved the win expectancy by 13 percentage points. And the game’s single most important event was Archie Bradley’s triple in the bottom of the seventh. It moved the win expectancy by 16 percentage points. Bradley is a pitcher. Bradley is a relief pitcher.

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Jon Gray’s Curveball Didn’t Work

Last night, the Rockies got let down by most of their pitching staff. Unlikely heroes Scott Oberg and Chris Rusin came in and shut the door, but the guys the Rockies were really counting on — particularly starter Jon Gray — just couldn’t keep the Diamondbacks from putting runs on the board.

Gray, coming off a pretty great season, gave up four runs while recording just four outs. And while Bud Black correctly noted that he just threw some pitches in some bad locations, I think it’s also fair to question some of the pitches themselves.

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Players’ View: Does Coaching Age Matter in Player Development?

Back in mid-August, I attended a Midwest League game featuring a team with a notably young staff. The manager and pitching coach were both just 27 years old; the hitting coach was only three years their senior. A few weeks earlier, meanwhile, I’d spoken to a short-season coach who’s been tutoring pitchers longer than any of those three has been alive. He’s old enough to draw Social Security and still on the job.

That got me thinking about the age dynamic. How are players at the lower levels of the minors impacted by managers and coaches from different age groups? Do 18- to 22-year-old athletes respond better to, and learn more from, instructors who are old enough to be their fathers or grandfathers? Or from instructors who are closer to their own age?

Or is it mostly irrelevant? When it comes to player development, are coaches of all ages created equal in the eyes of the youngsters they’re tutoring? More so, does age matter to those in charge of putting together minor-league coaching staffs? I asked these questions to a large cross section of players, coaches, farm directors, and front-office executives.

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Rocco Baldelli, Tampa Bay Rays first-base coach: “It can work great if it’s the right individual. That’s what it basically boils down to. Is it difficult for a younger person to come in and coach players who are almost their age? It can be, but it can also be an attribute. Regardless of the job you’re talking about, if you believe in that person’s ability to learn and make adjustments, you have the right person. Their age won’t matter.

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Invention Shouldn’t Require Necessity

Joe Girardi adapted once necessity required it. (Photo: Keith Allison)

Necessity is said to be mother of all invention. It continues to be the impetus for creativity and movement away from tradition in Major League Baseball.

Jeff and I participated in the first postseason chat, a four-hour and three-minute affair Tuesday night that had moments of comedy, drama, soberness — and which featured 2,300 questions from a wonderfully engaged and spirited FanGraphs audience.

The subject of bullpen-ing came up early in the game. This isn’t surprising: it’s been a story of some interest heading into this postseason. I, for example, recently proposed that the Yankees ought to bullpen the Wild Card game. The Yankees, of course, have a dominant bullpen, the first major-league relief corps to feature five arms to have recorded strikeout rates of 30% or better. Aroldis Chapman looks like he’s back, hitting 103 mph, and he’s supported by Dellin Betances, Chad Green, Tommy Kahnle, and David Robertson.

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Zack Granite Completely Missed First Base

Zack Granite is newly 25 years old, and less newly a rookie. Though he was drafted by and plays for the Twins, he was born on Staten Island and always rooted for the Yankees. He has a dog named Jeter. He grew up with the flourishing Yankees dynasty, and for some time it was all he’d ever known. I’m not sure, but it stands to reason that a younger Granite had an imagination. And I’m not sure, but it stands to reason that a younger Granite imagined one day helping the Yankees to win in the playoffs.

You could call it a cruel twist that, in Granite’s playoff debut, the Yankees should occupy the other dugout. Not that Granite was even supposed to play, but shortly after the beginning, Byron Buxton’s back started to hurt. Granite entered as the replacement, and he even reached on a sixth-inning single. In the eighth, he nearly reached again. With one out and none on, Granite’s speed might’ve opened the door just a crack. Granite would’ve stood on first base, after Tommy Kahnle couldn’t handle a flip. But Granite didn’t touch the bag. It was all more of a fly-by.

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So Much for Aroldis Chapman’s Weird Little Slump

Aroldis Chapman is in the first year of the largest contract ever before awarded to a reliever. Chapman earned that contract for having proven himself as perhaps the most overwhelming one-inning pitcher in the modern history of the sport. Other relievers have been great, sure, but Chapman was something extraordinary. Extraordinary, that is, until a strange thing happened. Around the middle of the summer, Chapman was bad.

Perhaps he was bad only by his own standards. He was still throwing his fastball a hundred miles per hour. But Chapman struggled enough to lose his job as the Yankees’ closer. Over one stretch covering a month and a half, Chapman allowed a mediocre .724 OPS, with a strikeout-to-walk ratio well under 2. The arm strength was there, but the results were not, and, that fast, Chapman started to feel unreliable. Aroldis Chapman, of all people. He lost his air of invulnerability.

Since September began, Chapman has made 12 appearances. He’s generated two walks and 20 strikeouts, allowing a .250 OPS. Chapman took over Tuesday’s wild-card game after the outcome felt like a foregone conclusion, but he didn’t allow the Twins to open the door. He struck out Robbie Grossman swinging. He struck out Brian Dozier swinging. Joe Mauer managed to fight off a full-count delivery for a ground-ball single the other way, but then Chapman struck out Jorge Polanco swinging. It felt so perfectly normal.

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The Players KATOH Got Wrong in 2017

Over the course of the last year, I’ve published projections for a boatload of prospects at this site. Now that the 2017 regular season is complete, I thought it might make sense to review how KATOH has performed with specific players. Last week, I looked at some instances where KATOH’s forecasts looked prescient. For this particular post, I’d like to look at some instances where KATOH’s forecasts have looked foolish.

Allow me to point out immediately that none of this is conclusive: we’re only a year (or less) into the big-league careers of the players included here. Labeling a six-year projection as definitively “right” or “wrong” following a single season is obviously premature. That said, we undoubtedly have a much clearer picture of these players’ futures than we did six months ago.

This analysis compares each player’s industry-wide consensus to his stats-only KATOH projection — which does not consider a player’s ranking on prospect lists. Stats-only is KATOH’s purest form and also the version that disagrees most fervently with the establishment. Note that I did not consider cases where all parties were wrong, such as Aaron Judge. Although KATOH’s No. 53 ranking of Judge looks silly now, it was on par with other rankings, which ranged from 44th to 145th.

Picking players for this article was obviously somewhat subjective. So if you have a player in mind that I neglected to mention, feel free to complain about it in the comments!

Prospects KATOH Liked
Here are the players on whom KATOH has typically been more bullish than other outlets. Players are listed in general order of “failure” in 2017.

Dylan Cozens, OF, Philadelphia

Last winter, KATOH ranked Cozens as the top prospect in baseball. The large outfielder proceeded to tarnish my reputation by hitting .210/.301/.418 with a 36% strikeout rate in Triple-A this year. There was a lot to like about Cozens’ 2016: he mashed 40 homers, stole 21 bases, and graded out well in right field — all as a 22-year-old at Double-A. But evaluators were concerned about his strikeouts and predicted his power numbers would crater outside of Reading. The book is far from closed on Cozens, who KATOH still sees him as a back-end top-100 guy. But tippy-top prospects don’t have seasons like Cozens’ 2017.

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The Yankees Are Overwhelmingly Powerful

As expected, the Yankees beat the Twins in the AL Wild Card game last night. Unexpectedly, they won by asking four relievers to get 26 outs after Luis Severino couldn’t get out of the first inning. And in that victory, it was essentially impossible to not notice the difference in power between the two clubs.

Aaron Judge is the game’s most powerful player, so New York always has some kind of lead when it comes to raw strength, but this team isn’t defined just by their hulking right fielder. This Yankees team is built around power everywhere.

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