Archive for Daily Graphings

Cubs’ Loss of Báez Sticks Out Like a Sore (or Broken) Thumb

September has been a cruel month when it comes to contending teams losing key players. On Tuesday alone, the Twins placed Byron Buxton on the injured list with a left shoulder subluxation for which he subsequently underwent season-ending surgery, and the Brewers lost Christian Yelich for the duration due to a fractured right kneecap. The day before that, the Cubs found out that Javier Báez would not return before the end of the regular season due to the severity of the fractured left thumb he suffered on September 1, though at least the door is open for him to return at some point in the postseason. Each of those losses compound other injury woes — at this time of year, everybody hurts — but for the Cubs the loss of Báez is particularly acute, as the team has slid from first place into a tie for the second NL Wild Card spot in the span of five weeks.

On August 8, the Cubs’ season reached its high-water mark in terms of both their division lead (3 1/2 games ahead of the Cardinals) and playoff odds (90.8%). Since then, they’ve stumbled to a 14-16 record, and at 77-68, find themselves tied with the Brewers with 17 games remaining. Here’s the graph of the NL Central teams’ playoff odds over the course of the season, with the aforementioned date highlighted:

The 26-year-old Báez initially injured his thumb while sliding into second base in the third inning following a pickoff attempt by the Brewers’ Gio Gonzalez. Though visibly shaken up on the play, he did not depart until the seventh inning:

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Cleveland’s Luke Carlin on Organizational Leadership and Collaborative Culture

The Cleveland Indians front office places a high value on organizational culture. From the lowest rungs of the minors to the big leagues, they want their managers, coaches, and players to embrace both a collaborative process and a forward-thinking mindset. For that reason, they also highly value leadership skills. Luke Carlin, a 38-year-old former big-league catcher with a Bachelor of Science degree from Northeastern University, possesses those attributes in spades.

Carlin has managed in the Cleveland system for each of the past four seasons, most recently the Lake County Captains in the Low-A Midwest League. He’s viewed by many as a future major league coach or manager, and his interpersonal skills, paired with an unquenchable thirst for knowledge — analytics-based and otherwise — is a big reasons why. In a nutshell, he exemplifies what one might dub, “The Cleveland Way.”

Carlin shared his thoughts on leadership and teaching following the conclusion of the Captains’ season.

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Luke Carlin: “To me, managing and player development go hand in hand. I’m passionate about teaching, and it’s an awesome feeling when you have a clubhouse firing on all cylinders and pulling in the same direction. When you’re trying to earn the trust of the team, it’s not just interpersonal skills; it’s also a bunch of content-based stuff. Can you get the guys better? Can you help them develop? I think that really clicks within the information-rich environment that players today are coming up in.

“I’m finishing my master’s right now, at Northeastern, in organizational leadership. And it’s not just leadership theory, but also organizational-behavior theory and team dynamics. Piggyback that with what I’m learning here with the Indians. There are biomechanics, motor learning, teaching-and-coaching pedagogy… we’re basically trying to create a recipe to where we can interact with the people around us, and do a better job of developing high-performance than everyone else. Read the rest of this entry »


When Teams Have Walked, Walked, Walked It Off

In Tuesday’s game between the Padres and Cubs, the two teams entered the bottom of the 10th inning tied up. Steve Cishek came into the game and induced a groundball out from Ty France; Luis Urías followed with an infield single. Then, things got out of control.

Austin Hedges, who at the time had a 52 wRC+ on the season, walked on five pitches. The first three pitches were all borderline, but outside the zone and were called balls. After a pitch right down the middle, Cishek couldn’t make a competitive pitch:

Then in stepped Travis Jankowski, with a career 79 wRC+ in nearly 1,000 major-league plate appearances, but also a robust 10% walk rate. After working the count to 2-2, Jankowski was nearly hit by a pitch. The play was reviewed and it was called a ball. After a 3-2 four-seamer down the middle was fouled off, Cishek threw a sinker well out of the zone:

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The Blows Just Keep Coming for the Twins

Despite being a near lock to make the playoffs, the Twins are facing plenty of challenges on their way to October. Over the weekend, Michael Pineda was hit with a 60-game suspension for violating the MLB’s Joint Drug Prevention and Treatment Program. That seriously hurts the Twins starting rotation considering he’s been their best starter since June. But that’s not the only problem the Twins are facing now. Yesterday, news broke that center fielder Byron Buxton had labrum surgery, knocking him out for the rest of the season.

Buxton had been on the injured list since early August, but before that, he was putting together the best season of his career. In addition to his elite defense in center field, his bat had finally risen to meet the high expectations his prospect pedigree placed on him. He had cut his strikeout rate to 23.1% and pushed his isolated power up to .251, helping him post a 111 wRC+ in just under 300 plate appearances. If given a full year on the field, he was on pace to post a five-win season.

Buxton had been making progress rehabbing his shoulder with the hope of a late-September activation with an eye towards helping the team in the postseason. His return was never guaranteed, but now that he’s entirely out of the picture, it pushes the Twins outfield depth to its limit. Three other outfielders on the Twins roster have battled nagging injuries recently, leaving them critically short-handed despite the expanded rosters in September. Read the rest of this entry »


Lorenzo Cain, Victim of Circumstance

The Milwaukee Brewers didn’t win the World Series in 2018, but that doesn’t mean it wasn’t a successful year. After several frustrating seasons of rebuilding, a division title (in a one game playoff against the hated Cubs, no less!) and a trip to the NLCS felt like huge strides in the right direction. It seemed as though the team had arrived a year early in a manner reminiscent of the 2015 Cubs, with better-than-expected seasons from young players and star turns from big offseason additions. In 2019, their young pitching staff would have another year of experience, and by adding Yasmani Grandal, the front office kept the talent pipeline primed.

144 games later, things haven’t gone as planned. The Brewers are out of playoff position, though they have lately gained ground, with only a 25% chance of reaching the postseason. Christian Yelich’s season-ending fracture adds injury to insult — a second straight MVP season would be a fun September storyline, and without Yelich’s bat, the team’s chances seem even more remote. Before his injury, however, Yelich was absolutely carrying the Brewers, improving on his MVP 2018 nearly across the board. Grandal has been magnificent as well, walking and slugging his way to a 123 wRC+ in addition to his usual excellent framing.

If those two have done so well, why aren’t the Brewers having a better season? Injuries have taken their toll. The pitching staff hasn’t developed as hoped, but that’s hardly shocking given how volatile pitching can be. More surprisingly, Lorenzo Cain has gone from down-ballot MVP contender to merely another guy, and on a team without much outfield depth, the decline has been particularly tough to deal with. While he’s been slowed by a knee injury since early August, his season was hardly better before then — his wRC+ has actually increased since sustaining that injury. What’s wrong with Cain?

One look at that oldest of statistics, batting average, will tell you something’s not right. From 2014 to 2018, Cain hit .300 or better four times and had an overall .301 average to pair with a .361 OBP. His .253 and .321 marks in 2019 are near career lows. The last time he was hitting like this, he wasn’t Lorenzo Cain, star outfielder. He was simply Lorenzo Cain, Royals prospect with a good glove. The gap between this Cain (0.9 WAR) and star-turn Cain (5.7 WAR in 2018) is so wide that it’s hardly believable.

Batting average isn’t the most valuable statistic, but the three components that make it up are all trending in the wrong direction for Cain. First, there’s strikeout rate. Strikeouts count against average without giving you a chance for a hit, so limiting strikeouts is a key component to hitting for a high average. It’s a part of the game that Cain has often excelled at — he hasn’t struck out more than the league average since 2014, and he actually got better at it as the league has gotten worse, posting a career-low 15.2% rate last year. This part of Cain’s game is worse, but that’s hardly surprising given the high bar he set last year, and his 16.9% strikeout rate is still tremendous.

If it’s not the strikeouts, is it the home runs? Home runs are hits that don’t give fielders any play on the ball, an automatic outcome not subject to the vagaries of defense and luck. If Cain lost a lot of home run power, we’d see it in batting average, and it would also sap his overall value tremendously. Read the rest of this entry »


This Is My House

A man in black stands in the bullpen. He looks different than the last time we saw him here, almost six months ago now. The strange uniform hangs off him so loosely; his hair is clipped shorter; his beard is longer. It is the early evening, and the sky is loosely clouded, the light and shadow falling in that way that is so familiar now, the way it only does in this specific place, this close to the ocean in the west.

The energy, though, is not familiar for this building: the loud blue everywhere, the excitement of thousands who are experiencing something they can only have once a year, or once every few years, or even once in a lifetime. They are not here for the man in black; he might as well be one of the shadows.

In the corner, though, above the bullpen, the faithful form their block of yellow. They hold up their signs, and the kids wear their little foam crowns. And if it wasn’t for the fact that the words they hold up mirror the ones sewn to the back of his uniform, you might not know that the person they were so excited to see is the same subdued presence now taking the man.

It is the 209th time that Félix Hernández has started a game in this ballpark. Read the rest of this entry »


Fractured Kneecap Ends Yelich’s Season and Dents Brewers’ Postseason Hopes

Christian Yelich won NL MVP honors while leading the Brewers to a division title and within one win of a trip to the World Series last year, but hopes for repeating that magic took a severe blow on Tuesday night. In the first inning of the Brewers’ game against the Marlins in Miami, the 27-year-old right fielder fouled a pitch off his right kneecap and was forced from the game. In the aftermath of the team’s 4-3 victory, general manager David Stearns told reporters that Yelich had fractured the kneecap and will be out for the remainder of the season, a crushing blow to a team that has overcome a slew of injuries to win five straight games and climb to within one game of the second NL Wild Card spot.

Ouch. Ugh. F***. A player with a reasonable claim as the NL’s best is down for the count as far as 2019 goes, and while thankfully it’s not an injury with career-altering ramifications, right now there’s no joy in Mudville or Milwaukee. This completely sucks.

Facing righty Elieser Hernandez, Yelich fouled a 1-1 slider squarely off his right knee, crumpled to the ground, and remained there for several minutes while being tended to by Brewers athletic trainer Rafael Freitas. He could not complete the plate appearance (pinch-hitter Trent Grisham completed the strikeout, which was charged to Yelich) and limped off the field under his own power (you can see the video here).

Stearns said that Yelich would be flown back to Milwaukee to meet with team doctors and determine whether surgery would be necessary and what the prognosis would be going forward. He praised his star slugger, saying, “Look, I think first and foremost, we feel awful for Christian. This is a guy who has carried us in a number of ways over the last two years. He could have been two and a half weeks away from a repeat Most Valuable Player Award. That’s where our thoughts go first.” Read the rest of this entry »


These Three Marlins Lefties Have Some Funky Fastballs

I confess that I haven’t watched many Marlins games this year. The team is projected to have the third worst record in baseball, potentially losing 100 or more games for just the third time in organization history. They average fewer than 10,000 fans per home game, the lowest in the league in 2019, which would be an all-time low, surpassing the 2018 season. It’s been a bumpy ride for Don Mattingly’s rebuilding Miami club.

But the Marlins do have some interesting players who are capable of doing interesting things not many other players are capable of doing. After Caleb Smith’s solid outing this past weekend, I spent some time perusing Statcast and discovered that, among left-handed pitchers who have thrown a minimum of 50 four-seam fastballs in 2019, Smith’s has the third most horizontal movement in the game. Right behind him is his teammate, Adam Conley. One spot ahead of him is Chris Sale. And one spot ahead of Sale, leading all 113 lefties in this sample in horizontal movement, is Smith and Conley’s teammate Jarlin Garcia.

Three of the top four left-handed big leaguers in four-seam horizontal movement all pitch for the Marlins.

That piqued my interest. In 2018, Garcia was one of the worst pitchers in baseball, carrying a -1.3 WAR and 6.37 FIP in 66 innings pitched. His xwOBA-against and xSLG-against were both in the first percentile in the league. In 2019, Garcia’s strikeout rate is up, his walk rate is down, and as of this writing, he has contributed 0.4 WAR and has a 3.79 FIP. What seems to be the likeliest cause of this improvement? His fastball’s horizontal movement was still 98% better than league-average last year, but its value was -1.57 wFB/C. This year it is 110% better than league average and its value has been 0.86 wFB/C. What changed more than his fastball movement, however, was his slider movement and usage:

Jarlin Garcia Slider Movement and Usage
Year Movement/Usage
2018 Slider Horizontal Movement 3.6 inches
2019 Slider Horizontal Movement 6.6 inches
2018 Slider Usage 22.4%
2019 Slider Usage 41.7%

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Trevor Story Writes a New Chapter With Improved Defense

The last time I wrote about Trevor Story, this was the lede:

Don’t make any Trevor Story puns, Devan. Don’t do it.

Too late. The Rockies’ rookie shortstop has been a mammoth story this season, as he continues to break record after record.

I’m not proud of this, just as I’m not proud of the pun in the headline above. But when you can make a pun, you make the pun. There’s not much more to it than that.

That’s why I’m here to talk about Trevor Story. He has always been an offense-first shortstop. During his rookie season in 2016, Story became the fifth player in baseball history to homer in each of his team’s first four games of the season. He also became the fastest player to six career home runs. Today, I’m here to change the conversation regarding Story’s bat-first reputation.

This season, Story’s offense has still been the best part of his game. In 585 plate appearances, Story has slashed .296/.356/.548 with 30 home runs and a 116 wRC+. He’s produced 17.4 runs above-average of offensive value, a slight step back from 2018 (+23.9), but it’s still a figure that ranks seventh among all shortstops this season. (Alex Bregman is listed first on the leaderboard, but he’s been primarily a third baseman.)

That’s not bad, but the dropoff becomes even less of a concern when one realizes that Story’s defensive value has been quite high this season. Among primary shortstops, Story’s +12.9 defensive runs are the third-most in baseball, and among all players, they are the 12th-most. His eight-run increase in year-over-year defensive value is the 17th-highest in baseball among players who received ample playing time in both 2018 and 2019. Story is evolving from an offense-first shortstop to an all-around great one. Read the rest of this entry »


I Got It! I Got It! I…: When Infield Flies Go Bad

While a strikeout is always nice, a pop up is typically also a great outcome for a pitcher. In fact, FanGraphs treats infield fly balls and strikeouts as equivalent when it comes to calculating FIP-based WAR. If you want to read more about it, our Glossary has a good overview, and this Dave Cameron article is particularly useful. As Dave puts it, “infield flies are, for all practical purposes, the same as a strikeout.”

That logic makes perfect sense, and that’s why infield fly balls are baked into WAR calculations with the same value as strikeouts today. By my calculations (necessarily a bit inexact as Baseball Savant categorizes balls in play somewhat differently), a measly 36 of the 3,866 infield fly balls this year have turned into base hits, mostly on flukes like this:

Justice was served on this play, and you could even debate the word “infield” since it landed on the outfield grass, but you get the general idea: short of a weird shift, very few infield fly balls turn into hits.

But just because few of them become hits doesn’t mean no one’s getting on base. Cameron again: “Sure, maybe you or I wouldn’t turn every IFFB into an out, but for players selected at the major league level, there is no real differentiation in their ability to catch a pop fly.”

Sure, major league infielders, even the very worst of them, have preternatural hand-eye coordination and have spent thousands of hours of their lives catching baseballs. By their very nature, infield pop ups give fielders a long time to react. That ball is in the air for three, four, even five seconds. It’s one of the easiest plays you’ll ever get as a defender.

That’s all true, and yet infielders have dropped 38 pop ups this year. That simple play, baseball’s version of a wide open layup, isn’t always converted into an out. To be fair, six of them hardly count as being infield fly balls — this Starlin Castro drop should probably have been played by an outfielder, for example:

That still leaves 32 plays in which the pitcher got one of the best possible outcomes and got a baserunner for his troubles. Obviously, the fielders are to blame somewhat in these situations. But how much are they to blame? Let’s take a look at a few different kinds of infield fly balls that didn’t go as the defense planned. Read the rest of this entry »