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.

Read the rest of this entry »


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

Read the rest of this entry »


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.

Read the rest of this entry »


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.

 iTunes Feed (Please rate and review us!)
 Sponsor Us on Patreon
 Facebook Group
 Effectively Wild Wiki
 Twitter Account
 Get Our Merch!
 Email Us: podcast@fangraphs.com


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.

Read the rest of this entry »


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.

Read the rest of this entry »


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.

Read the rest of this entry »


Eric Longenhagen Chat: 10/18/18

2:01
Eric A Longenhagen: Hey there, everyone. Time to chat.

2:01
RS: Giants catcher in the AFL, Matt Winn, profile good enough to be a major league backup?

2:03
Eric A Longenhagen: Several caveats when evaluating AFL catchers: they’re probably tired, they’re catching a whole new staff of guys, they’re catching once or twice a week. So the error bar around evals of catchers here is greater. Having said that, I’d answer your question with a ‘no’

2:03
Jay: Should the A’s let Lowrie walk and give Barreto a shot at 2B, or trade Barreto for pitching?

2:03
Eric A Longenhagen: I’d hold onto Barreto

2:03
Pip: Who’s the better prospect moving forward, the National’s, or the Phillies’ Luis Garcia?

Read the rest of this entry »


The Gambit Versus the Ace

Early in this NLCS, when the defining feature of it seemed to be the randomness of Brandon Woodruff‘s Game One homer off Clayton Kershaw and Wade Miley’s Game Two double off Hyun-Jin Ryu, it was easy to scoff at the hype equating the series to a chess match between managers Craig Counsell and Dave Roberts. As the series has unfolded, however, watching Counsell handle the Brewers’ pitching staff in a fashion largely without precedent in postseason baseball and Roberts use the Dodgers’ roster’s depth and versatility to counter with “line changes” (in the hockey sense) to secure the platoon advantage in as many spots as possible has made for a compelling accompaniment to the action on the field.

Never was that more true than in Game Five, when Counsell’s shockingly quick hook of Miley in favor of Woodruff — echoing a tactic from a World Series nearly a century ago — and Roberts’ persistence in sticking with Kershaw made for the series’ starkest contrast yet. Ultimately, the Dodgers outlasted the Brewers for a 5-2 win and a 3-2 series edge.

The wily, left-handed Miley had pitched brilliantly in Game Two, retiring 17 of the 19 Dodgers he faced while helping to keep the Dodgers scoreless through six. Only after he departed did Los Angeles’s offense show signs of life, ultimately breaking through for a 4-3 win. When Counsell announced that Miley would start Game FIve on three days of rest, the choice seemed logical given the team’s loose definition of a “rotation,” because nobody expected seven innings or 100 pitches. Four innings, give or take, made perfect sense, even with the staff having been stretched for 13 innings in their Game Four loss.

Roberts, whose all-righty starting lineup from Game Two floundered against Miley, sensed an early move might be afoot and guarded towards an early change to a righty by starting two lefties and rejiggering his outfield:

Dodgers NLCS Lineup Comparison
# Game 2 Bats Game 5 Bats
1 Chris Taylor, CF R Cody Bellinger, CF L
2 Justin Turner, 3B R Justin Turner, 3B R
3 David Freese, 1B R David Freese, 1B R
4 Manny Machado, SS R Manny Machado, SS R
5 Matt Kemp, LF R Max Muncy, 2B L
6 Enrique Hernandez, 2B R Chris Taylor, LF R
7 Yasiel Puig, RF R Enrique Hernandez, RF R
8 Austin Barne,s C R Austin Barnes, C R
9 Hyun-Jin Ryu, P R Clayton Kershaw, P L

Muncy, who hit for a 141 wRC+ against southpaws, was starting at second base for the first time since September 11 and just the 14th time all season. Bellinger, Tuesday night’s hero, managed just an 88 wRC+ against southpaws this year.

As it turned out, Miley threw just five pitches, walking Bellinger and getting the hook — not for injury or performance reasons, but because that had been Counsell’s plan all along — to switch to the right-handed Woodruff, who had thrown two impressive, perfect innings in Game One. The idea to bring Miley back to start Game Six in Milwaukee. It was a plan so secret that only the two pitchers, Counsell, and his staff knew ahead of time; Woodruff couldn’t even tell his family, and players such as Lorenzo Cain professed to be caught off guard.

Read the rest of this entry »