Jeff Sullivan FanGraphs Chat — 10/26/18

9:08

Jeff Sullivan: Hello friends

9:08

Jeff Sullivan: Welcome to Friday baseball chat

9:08

Dylan: What do you make of Brodie Van Wagenen being the frontrunner for Met GM? Is this a good idea or is the lack of experience too much to overcome?

9:09

Jeff Sullivan: Let me put it this way: I am excited by the prospect of a team making such an outside-the-box hire. But if I were a Mets fan, I’d prefer to have Bloom, because I wouldn’t want my team to be an experiment

9:09

Elwood: Are you still watching the Senators this year? As an Avalanche fan that went through 16-17 I can tell you I’ve never learned more from a season.

9:09

Jeff Sullivan: They haven’t been terrible yet!

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FanGraphs Mugs Are Here!

In our never-ending quest to put a FanGraphs logo on everything, mugs are the logical next step. So, here they are!

They come in both black and white to match your preferred aesthetic and, at 15 oz., are also on the large size. These have quickly become the go-to mugs in my own household, to the point where certain unnamed spouses have attempted to monopolize them.

They are available now for $25, which includes shipping and handling. Supplies are currently limited. Quite honestly, these may be the first and last mugs we make, so get them while you can!


Contract Crowdsourcing 2018-19: Ballot 8 of 7

Free agency begins five days after the end of the World Series. As in other recent offseasons, FanGraphs is once again facilitating this offseason a contract-crowdsourcing project, the idea being to harness the wisdom of the crowds to the end of better understanding the 2018-19 free-agent market.

Read the rest of this entry »


Job Posting: Blue Jays Baseball Operations Internships

Please note, this posting contains three positions.

Position: Baseball Operations Research Intern

Description:
The Toronto Blue Jays are seeking a highly motivated and creative intern to conduct baseball research and contribute to ongoing departmental research. This position will be based in Toronto, ON or Dunedin, FL and will assist with day-to-day tasks within the Baseball Operations department, specifically focused toward the Research & Development Department. The start and end dates are flexible depending on candidate availability and both full-season and partial-season candidates will be considered.

Responsibilities and Duties:

  • Assist the Research & Development Department with baseball research as well as developing new metrics and tools to help with Baseball Operation decision making.
  • Collaborate with Research & Development Department to brainstorm, propose, and execute a research project based on candidate interests and departmental need. Execute the research needed to complete this project over the course of the internship.
  • Assist the Baseball Operations department with other projects as directed.
  • Stay current on publicly available baseball research.
  • Assist with maintenance of scouting and statistical databases and monitoring the import of data feeds.
  • Contribute to ad hoc analysis of Amateur, Major and Minor League Players.
  • Assist with the testing of Baseball Operations software systems.
  • Provide logistical support for meetings related to major events on Baseball Operations calendar (Draft, Trade Deadline, etc.).
  • Assist with ad hoc administrative functions throughout Baseball Operations.

Experiences and Job Requirements:

  • Demonstrated passion for baseball and excellent reasoning, problem-solving, creative thinking, and communication skills.
  • Proficiency with R, Python or other similar mathematical language is required.
  • Proficiency with SQL and relational databases is required.
  • Demonstrated ability to design and execute baseball research projects is a plus.
  • Related work experience with a pro/college team is a strong plus, although not required.
  • Experience with advanced modeling methods, including generalized linear models, mixed models, clustering, or other forms of machine learning is a plus. Experience evaluating and selecting models is also a plus.
  • Experience with web development is a plus.
  • Familiarity with current baseball research and analytics.
  • Strong administrative skills to understand the various processes required by each department and ensure that they are followed.
  • Demonstrated ability to work independently and self-direct work.
  • Ability to relocate temporarily to Toronto, ON or Dunedin, FL.

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.

  • What makes you a standout candidate for this position?
  • Describe a time when you used your analytic and research skills to solve a problem, ideally about baseball.
  • In addition to FanGraphs, what baseball websites do you read and why?

Position: Baseball Operations Scouting Intern

Description:
The Toronto Blue Jays are seeking a highly motivated and detail oriented intern to support the scouting departments. This position will be based in Toronto for the 2019 season and will assist with day-to-day tasks within the Baseball Operations department, specifically focused toward the Amateur and Pro Scouting Departments. This position will run roughly from January – November 2019.

Responsibilities and Duties:

  • Assist the Amateur Scouting Department with the preparation for the Rule 4 Draft, including assistance with player evaluation, information processing, and staying abreast of the current amateur landscape.
  • Support the Pro Scouting Department with periodic coverage related and daily tasks, including maintaining lists of opposing team prospects, providing information on opposing team needs and having an understanding of ML player trends.
  • Provide support for Baseball Operations meetings and player transaction decisions. This includes analysis and review of video, reviewing news and notes about players and ensuring that information is available as needed.
  • Contribute to ad-hoc analysis of Amateur, Major and Minor League Players as needed.
  • Support Minor League Operations/Player Development with their daily operations, such as processing expense reports, updating team rosters and compiling reports.
  • Assist with QA testing of Baseball Operations software systems.
  • Assist with ad hoc administrative functions throughout Baseball Operations.

Experiences and Job Requirements:

  • Demonstrated passion for baseball and excellent reasoning, problem-solving, creative thinking, and communication skills.
  • Strong interpersonal skills to communicate effectively with a wide range of individuals including members of the front office, field staff and scouts. Ability to speak Spanish is a strong plus.
  • Baseball/softball playing background or related work experience with a pro/college team is a strong plus, although not required.
  • Strong administrative skills and attention to detail to understand the various processes required by each department and ensure that they are followed.
  • Strong knowledge of Microsoft Office is required. Additional technical skills (SQL, R, Python, etc) are a plus but not required.
  • Experience with baseball specific systems (BATS, eBIS, PIA, etc) a plus.
  • Ability to relocate temporarily to Toronto, ON.

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 a time that you’ve been overwhelmed with work and needed to ask for help in either work/school.
  • What do you hope to gain from an internship in Baseball Operations?
  • In addition to FanGraphs, what baseball websites do you read and why?

Position: Baseball Operations Affiliate Intern

Description:
The Toronto Blue Jays are seeking highly motivated and creative interns to be primarily based at one of minor league affiliates for the 2019 season. These interns will collaborate with all departments within Baseball Operations, assisting with the implementation of various departmental goals and initiatives at each affiliate. All of the roles will run from March – September.

Please Note: If you’re interested in the Affiliate Intern position specifically, please only send one general application; there is no need to apply for each affiliate separately and sending in multiple affiliate-specific applications will not improve a candidate’s standing.

The tasks listed below are examples of potential responsibilities depending on the interests and background of the candidate; the intern will not be responsible for everything listed.

Responsibilities and Duties:
Player Development:

  • Assist coaching staff with the data entry of game reports and player plan administration and updates.
  • Collaborate with coaching staff and other members of the Player Development department to optimize the use of video, data and technology as it relates to improving player performance.
  • Ensure video coverage of players on the affiliate team is up to date and work with coaching and scouting staff to perform video analysis as assigned.
  • Assist affiliate High Performance members with the collection of data and conducting research on that data.
  • Travel with the team on all road trips.
  • Chart home games on Trackman.

Pro Scouting/Analytics:

  • Travel to select games to help supplement pro scouting coverage. Write reports on players in your league as assigned.
  • Work with the Analytics and Player Development staff to build pref lists of players in your league.
  • Work with the Analytics department and Player Development staff to analyze Trackman data.
  • Assist with MNFA and Rule 5 prep (identifying players to target, creating video playlists, writing reports) for players seen in league during the season.

Amateur Scouting:

  • Connect with local Blue Jay amateur scouts in the area during the spring and/or fall, go to amateur games and write up amateur scouting reports as assigned.
  • Go to summer showcase events to assist with charting and video/data collection as assigned.
  • Assist with pre-draft prep work in Toronto as needed (Vancouver intern only).

Experiences and Job Requirements:

  • Strong interpersonal skills to communicate effectively with a wide range of individuals including field staff, members of the front office, players and scouts. Ability to speak Spanish is a strong plus.
  • Passion for baseball and excellent reasoning, problem-solving, creative thinking, and communication skills.
  • Baseball/softball playing background or related work experience with a team is a plus, although not required.
  • Strong administrative skills to understand the various processes required by each department and ensure that they are followed.
  • Strong knowledge of Microsoft Office is required. Further technical skills (SQL, R, etc) are a plus but not required.
  • Ability to relocate temporarily to Buffalo NY, Manchester NH, Dunedin FL, Lansing MI, Vancouver BC, or Bluefield, WV.

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.

  • What experience of yours do you feel has best prepared you for this opportunity?
  • Describe a time you’ve had to explain a challenging concept to someone else.
  • In addition to FanGraphs, what baseball websites do you read and why?

The Red Sox Have to Bench Somebody

After the first two games of the World Series, the Red Sox are probably feeling pretty good. With two victories already to their credit, they need to win just two of their next five contests to win this year’s title. The odds are in their favor.

As they begin the the first of three games in Los Angeles, however, they have a decision to make regarding their lineup, owing to the absence of the designated hitter in a National League park. The issue comes up every year, but rarely does it present much difficulty to decision-makers. Most American League champions feature either feature a DH who isn’t worth playing elsewhere or an obvious weakness somewhere in the lineup.

That isn’t so much the case for J.D. Martinez and the Boston Red Sox, however.

Consider some examples from recent World Series. In 2014, Billy Butler DH’d for the Royals in Kansas City but only pinch-hit in San Francisco. Kendrys Morales played the same role for the 2015 edition of the Royals. Last year, it was the Astros’ Evan Gattis. Only Cleveland, during their series against the Cubs, was forced to take some unusual measures to include their usual DH in the lineup, placing Carlos Santana in the outfield. That said, Cleveland also lacked a surplus of great outfield options at the time.

The last legitimately good AL player forced from a lineup when the World Series headed to an NL park was probably Kevin Youkilis in 2007, when the presence of David Ortiz sent him to the bench. But the current version of the Red Sox will be forced to take similar steps in Los Angeles. Martinez was a six-win player this season, with a 170 wRC+ as Boston’s designated hitter, marking the best season by a DH since Ortiz’s 2007 campaign for the world champions. Martinez needs to go to an outfield corner, and even if he we assume that he had just bested (worsted?) the single-season low for UZR (-36 runs, set by Brad Hawpe in 2008), he still would have recorded nearly four wins this season. He needs to be in the lineup, right?

It would seem so, yes, but once Martinez goes into the outfield, one of the following scenarios needs to occur:

  1. The Red Sox bench Jackie Bradley Jr.; or
  2. they bench Andrew Benintendi; or
  3. they play Mookie Betts at second base.

Mike Petriello made the case for the third option over at MLB.com. In that piece, he notes that the decision is easier in games Four and Five with a lefty on the mound, mentions the lack of potential opportunities for Betts at second base based on Red Sox pitching and Dodgers hitters, says the offensive numbers are a wash, and concludes thusly:

So if the lineup choices are a wash, this comes down to defense. Martinez is a sizable step down from Betts in right, but he’s got to be there if we want his bat in the lineup. Betts is likely a small step down from Bradley in center, probably a barely perceptible one, but that matters with Martinez in right. And at second, Holt is worse than Kinsler, but better than Betts. You could argue in either direction. Either way, Betts and Martinez must both play, and Bradley’s defense is more valuable than Holt’s.

Maybe putting Betts at second base is too radical for the World Series. Perhaps Cora will just keep it simple and bench Bradley, starting Holt or Kinsler at second base. It’s the easy way to go, and Red Sox fans know better than most how hard one poorly-timed defensive miscue can sting. But October is when the tough choices mean the most. Putting Betts at second is far from traditional. It just might be the right thing to do.

Petriello presents an interesting argument, but I’m not sure it is the correct one. Instead of separating offense and defense, let’s try to combine them. First, here are the player projections with a slight platoon adjustment for the lefties against a potential righty in Walker Buehler.

Red Sox Lineup Options
Name WAR/600 Projections
Mookie Betts 6.8
J.D. Martinez 4.2
Andrew Benintendi 3.7
Jackie Bradley Jr. 3.5
Ian Kinsler 2.8
Brock Holt 2.1
Bradley Jr., Benintendi, and Holt bumped up 0.5 WAR for platoon advantage

That’s what things look like when the players are all playing their normal positions. I’m leaving Martinez where he is, since the DH penalty is roughly equivalent to a -10 outfielder, a figure that seems about right. In the scenario where Betts goes to second base, we have to remove about a win off his value because of the change in defensive position. He’s a great outfielder, yes, but given his lack of recent play at second base, it’s probably not reasonable to expect even average defense from him, regardless of how many grounders he’s taken over the last few years. Putting that into the calculation, we see these numbers for the four outfield slots plus second base.

Red Sox Lineup with Betts at Second Base
Name WAR/600 Projections
Mookie Betts 5.8
J.D. Martinez 4.2
Andrew Benintendi 3.7
Jackie Bradley Jr. 3.5
TOTAL 17.2
Bradley. Jr. and Benintendi bumped up 0.5 WAR for platoon advantage. Betts loses a win for defensive change to second base.

Maybe Betts is better at second base than we think. Maybe Martinez is worse in the outfield. What happens if we replace Bradley with Betts in center field and put Kinsler at second base.

Red Sox Lineup with Bradley Jr. out
Name WAR/600 Projections
Mookie Betts 6.8
J.D. Martinez 4.2
Andrew Benintendi 3.7
Ian Kinsler 2.8
TOTAL 17.5
Bradley. Jr. and Benintendi bumped up 0.5 WAR for platoon advantage. Betts loses a win for defensive change to second base.

Betts isn’t likely to lose any value in center field given his range and arm are just as good as Bradley Jr.’s, even by Statcast metrics. Whatever he would theoretically lose in terms of fielding runs from the move, he would gain back by means of the center-field positional adjustment.

Whatever the case, it appears as though the difference between the two alignments — if one exists — is just a few runs. And while that’s minuscule over the course of one game, logic dictates that, when the radical solution doesn’t come out any better in the numbers, it probably isn’t worth the downside risk. The argument holds whether Benintendi or Bradley Jr. is benched. Given that Bradley Jr. seems more likely to hit the bench against a lefty on Saturday and Sunday (if necessary), I think it raises the argument that it is Benintendi who should sit against Walker Buehler.

Given Benintendi’s spot in the batting order, it is fairly clear that Alex Cora feels it is his left fielder who hits lefties (and righties) better than Bradley Jr. The projections (with defense) put the two players as near equals. Against Buehler, that means Cora is simply choosing offense or defense in Los Angeles with the other a potential pinch hitter. Neither option is a bad choice, but since Bradley Jr. still projects competently on offense against a righty, choosing defense over offense — in light of Martinez’s presence in the field — it makes sense to go with Bradley Jr. over Benintendi. The Red Sox center fielder has been unlucky with the bat this season by xwOBA, and it is possible projections are underrating his ability.

The graph below shows all players with 500 plate appearances with their xwOBA and wOBA, per Baseball Savant. Those players above the line are underperforming their xwOBA, while those players below the line are overperforming it.

Most of the players who undershoot their wOBA based on their xWOBA are slow as seen by the table below.

Biggest xwOBA Underachievers
Player wOBA xwOBA wOBA-xwOBA Sprint Speed
Kole Calhoun .283 .335 -.052 26.1 ft/sec
Victor Martinez .281 .324 -.043 23.2 ft/sec
Joe Mauer .319 .355 -.036 26.0 ft/sec
Chris Davis .239 .274 -.035 25.5 ft/sec
Nelson Cruz .361 .394 -.033 24.9 ft/sec
Salvador Perez .304 .337 -.033 25.1 ft/sec
Alex Gordon .305 .336 -.031 25.5 ft/sec
Jackie Bradley Jr. .311 .340 -.029 27.8 ft/sec
Joey Votto .370 .396 -.026 25.4 ft/sec
Ryon Healy .296 .322 -.026 26.0 ft/sec
Marcell Ozuna .327 .352 -.025 27.8 ft/sec
Yangervis Solarte .285 .309 -.024 24.7 ft/sec
Joey Gallo .343 .366 -.023 27.7 ft/sec
Jose Martinez .356 .378 -.022 26.5 ft/sec
Kyle Seager .288 .309 -.021 25.9 ft/sec
Jose Abreu .337 .358 -.021 26.7 ft/sec
SOURCE: Baseball Savant

It’s a bunch of really slow guys, a player who gets massively shifted in Joey Gallo, and then Marcell Ozuna and Bradley Jr. The Red Sox center fielder has hit a lot better than his batting line indicates. At least against a righty starter, he deserves to play. With the pitcher’s spot inithe lineup, Benintendi will still have an opportunity to impact the game off the bench. It certainly feels odd to advocate benching one of Boston’s best players in Andrew Benintendi, but I suppose that is one of those good problems to have.


Effectively Wild Episode 1287: Contact High

EWFI
Ben Lindbergh and Jeff Sullivan banter about a home-run robbery by 40-year-old Endy Chavez and some managerial news, then discuss the first two games of the World Series, focusing on the Red Sox strikeout narrative, the disappointment of Clayton Kershaw vs. Chris Sale and Sale’s playoff vulnerability, David Price‘s second consecutive strong postseason start, a Fenway Park attendance mystery, mid-inning commercials on the Fox broadcast, Nathan Eovaldi‘s free agency, Cody Bellinger’s deceptive fly balls, the decisions of Dave Roberts (including Pedro Baez vs. Alex Wood and not starting Max Muncy), and more.

Audio intro: Rolling Blackouts Coastal Fever, "Talking Straight"
Audio outro: Oasis, "Hung in a Bad Place"

Link to Endy play
Link to Ben’s research on the contact advantage
Link to Jeff’s research on the contact advantage
Link to Jeff’s Bellinger post

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The Recipe for the Red Sox’ Secret Sauce

Every plate appearance, every run, and every win is magnified in the postseason. The Red Sox came to bat more than 6,000 times, scored nearly 900 runs, and won 108 games during the regular season. In the playoffs, it’s been roughly 400 plate appearances, 68 runs, and nine wins so far. Because it is the playoffs, and because it is fun and important and special, when players and teams do something out of the ordinary, it stands out and deserves greater discussion. This postseason, the Red Sox have scored more than half their runs with two outs and, with two outs and runners in scoring position, are hitting like J.D. Martinez in the middle of a hot streak. That’s amazing, and it is great for the Red Sox, but we should be a little leery of trying to extract some sort of design or strategy from this great run.

Over at the Athletic, Jayson Stark has some of the amazing numbers the Red Sox have put up this postseason, including how they’ve scored 36 of their 68 runs with two outs. Teams usually score about 37% of their runs with two outs, so an increase by close to 50% is impressive. To try and determine how unusual of an occurrence this is, I ran a simple test, looking at the percentage of team runs scored with two outs from August 1 to August 13 of this year, roughly approximating the number of games the Red Sox play in October. During that one random stretch, no team was as high as 53% like the Red Sox arecurrently, but four teams were above 45%, with the Nationals at 48% to top the league. This is just one random stretch, but with a standard deviation of seven percentage points, what the Red Sox are doing puts them in the top 5%.

Then, for the same dates, I looked at team stats for runners in scoring position with two outs. Nobody ran numbers quite like the current Red Sox streak, with a wRC+ in the 220s, but there were two teams with at least a 190 wRC+ in the sample. One of those teams was the Braves. The other was these Boston Red Sox. So while what the Red Sox are doing is unusual, it also isn’t something that is impossible — and, indeed, the Red Sox seemed to do it earlier this season in early August.

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A Madson Moment Turns World Series, Again

Wobbly Dodgers starter pitches his way into a jam. Red Sox lineup turns over to the third time through the order. Manager Dave Roberts summons reliever Ryan Madson. All runners score, Red Sox take the lead for good. You could be forgiven for feeling a sense of déjà vu regarding the basic template of the first two games of the 2018 World Series.

The Dodgers beat the Braves in the Division Series and the Brewers in the and League Championship Series in part because Madson, an August 31 acquisition from the Nationals, came up very big in a few key spots, but they’re down two games to none in this World Series because he’s failed to replicate that success. But whereas one could point to at least half-a-dozen other mistakes the Dodgers made en route to losing Game One, particularly in the field — to say nothing of Roberts’ ill-fated summoning of Alex Wood, who surrendered a game-breaking three-run homer to Eduardo Nunez — the Madson move stood out in Game Two, in part because the Dodgers played a cleaner game and in part because it cost them their only lead in this series thus far.

The Dodgers traded for Madson not only because they needed additional bullpen support due to myriad injuries but because the 13-year veteran is about as battle-tested as they come. His numbers at the time of the trade weren’t good (5.28 ERA, 4.36 FIP, 21.0% strikeout rate, 0.0 WAR in 44.1 innings), but he’d made 47 postseason appearances (fifth all-time) in six previous trips (2008-11 with the Phillies, 2015 with the Royals and 2017 with the Nationals), winning World Series rings with the Phillies and the Royals. “The numbers aren’t indicative of the stuff,” Roberts said at the time. “For us, we’re betting on the stuff and the person.”

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Eric Longenhagen Chat: 10/25/18

2:02
Eric A Longenhagen: Good morning from Tempe where we’re approaching the Fall League halfway point. Let’s chat for a bit.

2:03
NotGraphs Revivalist: What kind of prospect package would ATL or SD need to put together for Syndergaard?

2:03
Eric A Longenhagen: I’d be surprised if the the Mets move a big fish this winter. The new regime is going to be operating with incomplete information, there’s real risk of making a bad deal.

2:04
Tommy N.: Padres ownership seems to want to make a splash this offseason. It would be unwise to start trading top prospects with where the Padres are at in the rebuild process, right?

2:04
Eric A Longenhagen: They have to start consolidating talent at some point and I do think we’ll see some action this offseason, even if it’s just on the fringe of the 40-man.

2:04
Ace: When evaluating pitching prospects, what mechanical aspects of a pitcher’s delivery point to SP vs RP? Is it a certain arm slot, arm path, stride length, violent delivery, etc. Thanks

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Contract Crowdsourcing 2018-19: Ballot 7 of 7

Free agency begins five days after the end of the World Series. As in other recent offseasons, FanGraphs is once again facilitating this offseason a contract-crowdsourcing project, the idea being to harness the wisdom of the crowds to the end of better understanding the 2018-19 free-agent market.

Read the rest of this entry »