Those Left Behind With a Piece of the Journey

Here is one list of names: Matt Albers, Chase Anderson, Jett Bandy, Jacob Barnes, Ji-Man ChoiOliver Drake, Eric Sogard, Brent Suter, Eric Thames, and Jonathan Villar.

Here’s another: Scott Alexander, J.T. Chargois, Tony Cingrani, Kyle Farmer, Josh Fields, Logan Forsythe, Wilmer Font, Corey Seager, Ross Stripling, and Chase Utley.

These are the 20 men — ten Dodgers and ten Brewers — who appeared on their clubs’ 2018 Opening Day rosters but will not — for one reason or another — appear in any of the seven games of this year’s National League Championship Series. One of the two teams they played for this year will advance to the World Series tonight, and will do so without these men. And yet, for some portion of the season at least, there they were, willing their teams along. And so, let us celebrate a few moments in which these guys were glorious, before the inevitable offseason cries of “That guy was a Dodger?” and “Oh! I’d forgotten about him!” set in.

Villar Takes Harvey Deep (+.238 WPA)

Unless you’re a Milwaukee fan, you might not even remember that Jonathan Villar was a Brewer this year. I’d understand. He spent the second half of the season toughing it out for the Orioles, who are best forgotten, and in my mind he is still most closely associated with the Astros. But the fact is that, yes, Villar was indeed a Milwaukee Brewer until July 31st, and on April 14th he was tasked with playing second base for the Crew against the New York Mets at Citi Field.

Harvey, brilliant in his home whites, set down Lorenzo Cain, Eric Thames, and Ryan Braun in order in the first, but then ran into trouble almost immediately in the second, yielding a double to Travis Shaw, before walking Domingo Santana ahead of an Eric Sogard strikeout. That brought Villar — then the owner of a .298 batting average (and a .298 OBP, but let’s pay that no mind) — to the plate. Harvey’s first pitch, a slider, missed badly down and in, and Villar wisely didn’t offer at it. On Harvey’s second pitch, however, Villar flicked his bat out and, almost apologetically, took Harvey deep down the left-field line. Here it is:

I think we can all agree that that was a nice moment for Jonathan Villar.

Chase Utley up past his bedtime in the desert (+.350 WPA)

It feels a little odd to include a guy like Utley on a list like this, which is meant to celebrate the little guy, but he meets all the criteria so I suppose we’ll let him in on a technicality. On April 2nd, which was the Dodgers’ first road game of the season, they played 15 innings against the Arizona Diamondbacks. They were a good 15 innings, too — the Dodgers went up 3-0 in the top of the first, only to see the Diamondbacks tie it with runs in the first, third, and fourth; then the Dodgers added on in each of the sixth, seventh, and eighth to make it 6-3, only to have Arizona tie it in again the ninth and send it to extras. The game proceeded at 6-6 for five innings of taut bonus baseball, until — in the top of the 15th, and presumably somewhat less fresh than he’d been five hours before, when the game began — Chase Utley came to the plate with Cody Bellinger on second, and proceeded to do this:

The Dodgers went on to lose 8-7. But that was nice, Chase.

Scott Alexander shuts it down (+.372 WPA)

Scott Alexander had kind of an anonymous season, as far as seasons by 6’2″ lefties go. His ERA was 3.68. His FIP was 3.57. Both numbers were fine. Scott Alexander was fine. Scott Alexander is not on the Dodgers’ NLCS roster. But on July 13th, he was asked by his manager to go out in the ninth inning of a one-run game against the Los Angeles Angels of Angel Stadium in Anaheim and close things out. Being presumably in search of something to get the ol’ heart moving, he proceeded to allow a double to Shohei Ohtani, which was understandable, and then a single to José Briceño, which was not. That single brought the Dodgers’ win expectancy down from 91 percent at the start of the inning, to 63 percent, when David Fletcher stepped up to the plate with one out. Which made it rather relieving for reliever Alexander that David Fletcher promptly did this:

Ji-Man Choi has a good night (+.463 WPA)

Sometimes you get a lot of WPA because you come to the plate with the game on the line in late innings and do something ordinary, like hit a single or draw a walk. And sometimes you get a lot of WPA because you come to the plate in some random anonymous middle inning and do something very good, like drive in four runs with one swing of the bat. That latter thing is what Ji-Man Choi did against Luis Garcia in the sixth inning of an otherwise unexciting game between the Phillies and the Brewers. This was Choi’s final swing as a Milwaukee Brewer–he was traded to Tampa Bay the next day:

Bonus Jake Arrieta Is Mad content in the above.

Kyle Farmer Drives in Barnes (+.678 WPA)

Kyle Farmer was, before the 2018 season began, featured in articles on this site that referred to him as, variously, one of “seven scrubs” and a “fringe prospect.” Neither of those characterizations are necessarily untrue, but they also failed to anticipate this one wonderful moment from June 19th, when Farmer came to the plate with runners on first and second in a game his team trailed by a run. It was the first game of a doubleheader the Cubs and Dodgers played that day, and Cubs pitcher Justin Wilson was a little bit rattled. After battling to a 2-2 count, and with an almost-casual delivery, Wilson left a 90 mph cutter just a little bit too far over the plate, and within seconds the Dodgers were ahead, as it turned out for good:

Eric Thames Sinks Wade Davis (+.822 WPA)

Here it is: The single most impactful moment by a Dodger or Brewer not featured in tonight’s game, and it’s a classic. The Brewers entered the bottom of the ninth inning of their August 3rd game against the Colorado Rockies down 3-2. They trailed the Cubs in the NL Central standings by one game. The Cubs had won that afternoon behind a José Quintana dandy, and a loss would have put the Brewers two games back headed into the long month of August. Which all made this ninth inning rather important for Milwaukee. Wade Davis managed to retire Mike Moustakas swinging, then walked Jesús Aguilar and Travis Shaw in order before retiring Jonathan Schoop on a pop fly. That brought Thames to the plate — still struggling, as he had been all season, and about to enter a spiral that would pull his average from .244 that day to .219 on September 30th. He did, however, have one more good swing in him:

Villar, Utley, Alexander, Choi, Farmer, and Thames. I’d wager they’ll be watching the game tonight. They helped these teams get to where they are right now. They’ll own a little bit of whatever celebration comes next.


Adventures in Playoff Leverage and Win Probability Added

Playoff baseball is interesting as a concept. After a regular season of 162 games to determine the game’s best teams, the sport’s champion is then determined by a few best-of-five and best-of-seven series. It’s not unlike asking the top 10 finishers of a marathon to run a 5K in order to decide who should receive first place. The sprint-like nature of the postseason is baseball’s Theatre of the Absurd (especially where small sample sizes are concerned): entertaining and a bit preposterous at the same time.

One of the areas where the effect is most pronounced is in the realm of Win Probability Added (WPA) and Leverage Index (LI). Championships are on the line and the lens of the postseason only serves to magnify what would be tense moments even on a quiet night in July. A big WPA day turns a player into a legend, while going the opposite direction turns a player into the goat. But not every intriguing event with a high WPA or LI is a starring turn. With that in mind, let’s look at a few of the stranger WPA- and LI-related things we’ve seen during the League Championship Series.

Caleb Ferguson and Playoff Stress

Caleb Ferguson was a 38th-round pick out of high school for the Dodgers in 2014. A starter through his whole minor-league career — he recorded only three relief appearances in the minors prior to this year — he found a home in the Dodgers’ bullpen this year. While he doesn’t have an incredible arsenal — Eric Longenhagen and Kiley McDaniel graded his fastball as a 50, curveball as a 45, and changeup as a 45 — he put up solid numbers as a reliever, striking out over 30% of batters and produced a 2.55 xFIP. After that solid rookie season, Ferguson joined the playoff roster as one of three lefties — the other two being Alex Wood and Julio Urias — in the Los Angeles bullpen.

Generally speaking, he didn’t pitch in high-leverage situations this season. With an average leverage index of 1.08 (Overall average is 1), he ranked 123rd in baseball for relievers with at least 30 innings pitched. In the League Championship Series, however, things have been a little different.

2018 LCS Leverage Index Leaders
Player pLI WPA/TBF
Kenley Jansen 2.48 0.031
Caleb Ferguson 2.14 0.017
Jeremy Jeffress 2.09 -0.026
Junior Guerra 1.87 0.004
Ryan Brasier 1.66 0.018

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The Astros’ Doomsday Scenario

The Houston Astros won the World Series last year. They had a really good chance of winning it again this year. Unfortunately for the team, a really good chance in the playoffs still topped out below a 50/50 shot, and they ran into a really good Red Sox team that played well. Winning back-to-back championships is hard. No team has done it since the Yankees won three in a row from 1998 to 2000. Even making it to the World Series in back-to-back seasons is difficult. Since that Yankees’ team made it to the series again in 2001, only the Phillies in 2008 and 2009, the Rangers in 2010 and 2011, and the Royals in 2014 and 2015 have participated in the World Series in back-to-back years. The odds were in the Astros’ favor and simultaneously stacked against them. Always take the field.

The Astros are incredibly well set up for the future. In Jose Altuve, Alex Bregman, and Carlos Correa, the team has not only three legitimate stars but potential MVP candidates. This 2018 season was not a good one for the 24-year-old Correa, whose lower-back problems sidelined him at times and rendered him an average player when he was in the lineup. Consider how well the Astros persevered, though, despite lacking the services of six-win player. Kris Bryant of the Cubs had a similar season, for example, and the Cubs’ offense struggled to score runs, eventually losing in the Wild Card Game and firing their hitting coach. The Dodgers were huge favorites in the National League West. Without Corey Seager, however, they struggled to 90 wins and a 163rd game for the division after acquiring a similar player for half the season in the form of Manny Machado.

Alex Bregman emerged as a star, Jose Altuve put together a very good season despite his own injury issues, and George Springer turned in another good season. On offense, the team took a step back from its MLB-best 123 wRC+ in 2017, but still put together the fourth-best offense (110 wRC+) in the majors. The downturn in offense made little difference, as the pitching stepped up. A full year of ace Justin Verlander plus a trade for co-ace Gerrit Cole paced the team with 13 combined WAR, while Dallas Keuchel, Lance McCullers Jr., and Charlie Morton all put together above average seasons. Those five pitchers made 152 of the team’s 162 starts. The rotation’s 22.5 WAR placed them just behind Cleveland’s and meant the bullpen had to cover just 499.2 innings. Houston didn’t have a problem with middle relievers because they never had to use them.

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Jeff Sullivan FanGraphs Chat — 10/19/18

9:06

Jeff Sullivan: Hello friends

9:06

Jeff Sullivan: Welcome to Friday baseball chat

9:07

Jeff Sullivan: Congratulations to the Red Sox, who are very good

9:07

Jeff Sullivan: So long to the Astros, who were very good

9:07

Phil: Best defeat over the past two days: POSTSEASON NARRATIVES.

9:07

Jeff Sullivan: I don’t know if it’s some kind of contrarian instinct or what, but I always, without fail, root for the players to turn those stories upside down. Very happy for David Price

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David Price Sheds an Albatross

To date, there have been 71 pitchers who have thrown at least 60 postseason innings in their careers. Entering Wednesday, David Price owned a 5.42 ERA, the second-highest of the bunch:

Highest Career Postseason ERAs
RK Player Yrs IP HR/9 BB/9 SO/9 ERA FIP
1 Tim Wakefield 1992-2008 (9) 72.0 1.6 4.8 6.8 6.75 5.63
2 David Price 2008-2018 (9) 79.2 1.7 2.5 8.1 5.42 4.67
3 Al Leiter 1993-2005 (5) 81.2 1.0 4.0 7.5 4.63 4.29
4 Charles Nagy 1995-1999 (5) 84.2 1.5 3.2 5.8 4.46 5.11
5t Vida Blue 1971-1975 (5) 64.2 0.8 3.2 6.5 4.31 4.02
5t CC Sabathia 2001-2018 (9) 129.1 1.0 4.4 8.4 4.31 4.30
7 Kevin Brown 1997-2004 (3) 81.2 0.9 3.4 7.8 4.19 3.87
8 Clayton Kershaw 2008-2018 (8) 140.0 1.2 2.6 9.8 4.11 3.66
9 Matt Morris 2000-2005 (5) 73.1 1.1 4.2 5.4 4.05 4.99
10 Zack Greinke 2011-2017 (5) 67.0 1.2 2.0 7.9 4.03 3.86
11 Livan Hernandez 1997-2007 (4) 68.0 0.8 4.8 6.2 3.97 4.55
12 Andy Pettitte 1995-2012 (14) 276.2 1.0 2.5 6.0 3.81 4.16
13 Jack Morris 1984-1992 (4) 92.1 0.9 3.1 6.2 3.80 4.12
14 David Cone 1988-2000 (8) 111.1 1.0 4.7 7.6 3.80 4.48
15 Don Gullett 1970-1977 (6) 93.0 0.5 3.7 5.8 3.77 3.83
SOURCE: Stats LLC
Minimum 60 innings. Numbers in parentheses are years appearing in postseason games.

There are some very good pitchers in the above group, including one who’s already in the Hall of Fame for his, uh, postseason reputation and a few more who have a very good shot. The best of them, Clayton Kershaw, has been dogged by inconsistent performances in the postseason, but he’s had big moments as well, including Wednesday’s NLCS Game Five performance against the Brewers.

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Job Posting: Blue Jays Baseball Research Analyst

Position: Analyst, Baseball Research

Description:
The Toronto Blue Jays are seeking a highly motivated and creative Baseball Research Analyst to conduct baseball research and contribute to ongoing departmental research. Additionally, the analyst will create tools that incorporate data into the decision making process, as well as learn how decisions are made in all areas of Baseball Operations and work to improve those processes.

Please note that this is a full-time position.

Responsibilities and Duties:

  • Design, test, implement and maintain advanced baseball metrics and predictive models using statistical techniques in order to contribute to strategy and decisions across all departments within Baseball Operations.
  • Conduct empirical research related to baseball strategy and player evaluation, with an understanding of how findings would apply to better decision making and increased operational effectiveness.
  • Collaborate with the front office, coaches and scouts to develop best practices for analyzing and displaying baseball data, including the creation of reports, charts, graphics, and other tools to deliver information to end users. Results of this work should help those within the organization better understand, consider and apply the use of information and data to their decisions and operation on a daily basis.
  • Collaborate with members of the Research and Development Department to provide constructive feedback on their projects.
  • Complete ad-hoc database queries and analysis as dictated by circumstances.
  • Recommend new data sources for purchase and/or new techniques to gather proprietary data.
  • Work to integrate new information into existing Baseball Operations processes and infrastructure.

Experiences and Job Requirements:

  • Passion for baseball and excellent reasoning, problem-solving, creative thinking, and communication skills.
  • Demonstrated ability to successfully design and execute rigorous quantitative research projects.
  • Published quantitative research about baseball (either online or print), related experience with sports teams or facilities, and/or open source code to review is a plus.
  • Strong understanding of current baseball research.
  • Proficiency with R, Python or other similar mathematical language is required.
  • Proficiency with SQL and relational databases is required.
  • Understanding of Python, Perl, Ruby or other similar scripting language is a plus but not required.
  • Demonstrated experience with machine learning methods, including clustering, random forests, boosting, and neural networks is a plus but not required.
  • Experience with web design is a plus but not required.
  • Strong interpersonal skills to communicate effectively with a wide range of individuals including members of the front office, scouts, and field staff.
  • Ability to read, speak and comprehend English effectively.
  • Ability to work evening, weekend and holiday hours.

To Apply:
Please email a copy of your resume to baseballresumes@bluejays.com and answer these 3 prompts in the body of the email. Please limit your answers to no more than one paragraph per question.

  • Describe in detail a time when you used your analytical and research skills to answer a research question, ideally about baseball.
  • What experience of yours do you feel has best prepared you for this opportunity?
  • In addition to FanGraphs, what baseball websites do you read and why?

Effectively Wild Episode 1285: October Gets in Gear

EWFI
Ben Lindbergh and Jeff Sullivan banter about a wild week of playoff baseball, including all the action from Games 3 and 4 of the ALCS and Games 4 and 5 of the NLCS, Joe West’s infamous fan-interference call against the Astros, Andrew Benintendi‘s game-saving catch, Craig Counsell‘s Curly Ogden gambit with Wade Miley, Clayton Kershaw‘s bounceback start, spygate and sign-stealing, Manny Machado’s literal heel turn, Counsell’s fateful decision to pitch to Cody Bellinger, why playoff baseball would be boring if not for the suspense, and more, plus an addendum about the Red Sox winning the pennant and the whereabouts of Willians Astudillo.

Audio intro: The Dead Weather, "Hustle and Cuss"
Audio outro: The Band, "The High Price of Love"

Link to Jeff’s post about Joe West’s call
Link to Jeff’s post about sign-stealing
Link to Zach Kram’s post about Counsell’s strategy
Link to Ben’s post about how playoff baseball is different.

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The Red Sox Do Have an All-Time Outfield

Let’s try, for a moment, to forget all about Game 4’s fan-interference controversy. It was a moment that looms incredibly large, absolutely, but it was also just one moment of the game, a moment that occurred in the bottom of the first. Maybe Jose Altuve was robbed of a home run by Joe West. Maybe Jose Altuve was going to be robbed of a home run by Mookie Betts. It didn’t resolve itself cleanly, but, what can you do? The rest of the game played out. The Astros even took the lead. It wound up as one of the longest nine-inning games in baseball history, but it didn’t feel like it dragged, because it included so much action.

We should consider some of that other action. And we might as well start at the very end. With two outs and the bases loaded in the bottom of the ninth, Alex Bregman swung at Craig Kimbrel’s first pitch and sent a shallow line drive into left. Andrew Benintendi charged, and he laid it all on the line. Benintendi made a do-or-die dive attempt. The Red Sox did. The Astros died.

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The Red Sox’ Unsung Heroes

During his tenure as an MLB executive, Dave Dombrowski has earned a reputation for failing to build quality bullpens. Currently the president of baseball operations with the Red Sox, that reputation grew during his time with the Tigers and has followed him to Boston. Dombrowski took over Detroit in 2002. In 2003, the team lost 119 games. From 2004 to -15, Dombrowski’s Tigers won an average of 83 games per year, made two World Series appearances, qualified for the ALCS four times, and reached the playoffs five times overall. Those teams routinely had the worst bullpen in baseball, however.

The graph below shows average wins per year and reliever WAR from 2004 to -15.

At the end of the 2015 season, when Dombrowski came to a Boston organization with a great farm system, he shored up at least one inning’s worth of bullpen by trading for Craig Kimbrel. Dombrowski’s reputation might have come with him to Boston, but the Red Sox have gotten solid performance from their relievers the last few seasons.

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David Price’s Playoff Problem Might Be a Cutter Problem

It’s perhaps easy to forget, given his postseason woes and the presence of a dominant left-handed rotation mate, but David Price remains, at age 33, among the premier starting pitchers in baseball. Price, in his career, owns a 3.34 FIP, 80 ERA-, and 82 FIP-. (For comparison’s sake, Justin Verlander is at a nearly identical 80 and 81, respectively.) Even in his injury-shortened 2018, Price still approached three wins, and his 24.5% strikeout rate in 2018 remains among top-25 marks in the major leagues.

Though he’s now a couple of years removed from his prime — during which he rattled off seven seasons of 4 WAR or more — he retains a five-pitch arsenal, three of which (fastball, cutter, and sinker) posted positive run values this year. He doesn’t throw as hard as he used to — Father Time is, after all, undefeated — but a 93 mph fastball and an above-average cutter and sinker should still be enough to get hitters out. They were, after all, during the regular season.

Except that, in his postseason career, David Price has posted a 133 ERA-, 115 FIP-, and -0.92 WPA. In 2018, in the postseason, Price has a 222 ERA- and 259 FIP-, “good” for a -0.38 WPA. In other words, David Price, regular-season ace, makes his teams worse in the playoffs. Price’s failures in the postseason are by now a well-known narrative. The Wall Street Journal’s Brian Costa and Jared Diamond called Price’s playoff misery one of “the Great Mysteries of October Baseball.” After the Sox’ October 6 loss to the Yankees in the Division Series, Bob Nightengale openly wondered if Price would even start again in the playoffs.

Let me start by saying that I am very much a lawyer, and not what one might term a “sabermetrician.” In other words, I profess no great or singular skill, unlike Dan Szymborski or Jeff Sullivan or Jay Jaffe. What I do have, on the other hand, is a healthy curiosity for this game we call “baseball,” and more specifically why things happen the way they do. Lawyers like patterns and predictability. We dislike anomalies. David Price is an anomaly.

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