Boston Won Without X as a Factor

Xander Bogaerts triple-slashed .288/.360/.522 in 580 regular-season plate appearances in 2018, which translated to a 133 wRC+ and 4.9 WAR. Both figures represented career highs. Like his teammate Mookie Betts, Bogaerts thrived offensively while largely maintaining a disciplined approach at the plate. This year, the 25-year-old swung at 61% of pitches he saw in the strike zone and just 43% of pitches overall. Both figures sit below league norms (just 16 of 140 qualified hitters swung at pitches in the zone less often this year) and are broadly consistent with Bogaerts’scareer figures. Bogaerts can, clearly, be a successful major-league hitter without taking a cut at every tempting fastball and slider he sees in the zone. He’s done it in each of past four years.

He did not, however, do so during this World Series. The only ball he struck really well in all five games was a second-inning double against Hyun-Jin Ryu in Game Two; his only other hits were a soft line-drive single in the ninth inning of Game Four that appeared to be almost the accidental result of a swing on which Bogaerts rolled over badly, and a single in the seventh in the clincher. Everything else he produced during this World Series was, for the most part, a weak ground ball or, in one horrible sequence of the 18-inning marathon that was Game Three, a ground out to second, a ground out to the pitcher, a ground out to the catcher, a strikeout swinging, and a ground ball into a double play. Bogaerts seemed simply unable to get his timing right for any consistent length of time in this World Series. Nor, until the final game, did Mookie Betts or J.D. Martinez.

Although all three Boston stars struggled to a greater or lesser extent during this Fall Classic — a matter examined by Jeff Sullivan earlier today — I’d like to focus on Bogaerts for much of this piece because his struggles seem, at least to me, the most pronounced — and most out of line with his performance during the regular season in 2018 (and, one presumes, his forthcoming performance in 2019). The first ground out in that horrible five-PA sequence I mentioned above, against Kenley Jansen in the ninth inning of Game Three, is instructive for its demonstration of Bogaerts’ Series-long inability to time up usually hittable pitches. (Please note: I’m not saying I could do this. I would cry if someone threw something past me at even 85.) The first pitch of the sequence was a sinker at 95 that Bogaerts took as a strike on the lower inside corner of the plate. Here it is:

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Dan Szymborski FanGraphs Chat – 10/29/18

12:00
Dan Szymborski:

12:00
Dan Szymborski: Greetings everyone!

12:00
david s: Where in the hell are the 2019 ZiPS, Dane?

12:01
Mark: Dan, can you give me a quick ZiPS projection on when I can care about baseball again.

12:01
Matt: Kinda weird how infatuated with the Yankees the Red Sox fans seem to be, eh?

12:01
Dan Szymborski: You can still care about baseball! Stuff is happening.

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Eight Factors That Decided the 2018 World Series

In Game Five of the World Series on Sunday night, behind a stifling seven-inning, three-hit effort from David Price — on three days of rest, even — and a pair of home runs by Steve Pearce, the Red Sox completed their dismantling of the Dodgers with a 5-1 victory and a four-games-to-one Series win. Like the other games in the series, this one was close for a while. Ultimately, though, the Red Sox pulled away late, with the Dodgers unable to produce a run beyond David Freese’s leadoff homer in the bottom of the first inning. On top of their franchise-record 108 wins, the Red Sox went 11-3 in the postseason, losing just one game in each round of the playoffs. They’ll take their place among the most dominant championship teams of recent vintage, and have a claim as the best in franchise history.

To these eyes, the World Series turned on eight factors, areas that set the Red Sox apart from the Dodgers in what was, at times, a fairly close series that will nonetheless look rather lopsided in the history books.

Two-Out Damage

Continuing what they did against the Astros in the ALCS, the Red Sox scored the majority of their runs against the Dodgers with two outs. In fact, the totals and rates in the two rounds match up almost exactly: 18 out of 29 runs scored against Houston (62.0%) and 18 of 28 against Los Angeles (64.3%). In the World Series they hit .242/.347/.484 in 72 plate appearances with two outs and put up video-game numbers — .471/.609/.882 in 23 PA — with two outs and runners in scoring position. Their OPS in that latter situation set a World Series record:

Best Two-Out, RISP Peformances in World Series History
Rk Team Season PA AVG OBP SLG OPS
1 Red Sox 2018 23 .471 .609 .882 1.491
2 Giants 2010 23 .421 .522 .895 1.416
3 Red Sox 2007 33 .391 .576 .652 1.228
4 Orioles 1970 27 .458 .519 .708 1.227
5 Yankees 1951 26 .350 .500 .700 1.200
6 Dodgers 1956 25 .316 .480 .684 1.164
7 Yankees 1956 21 .278 .381 .778 1.159
8 Reds 1975 40 .333 .450 .697 1.147
9 Dodgers 1978 20 .316 .350 .789 1.139
10 Athletics 1989 28 .350 .536 .600 1.136
SOURCE: Stats LLC

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The Mets, Brodie Van Wagenen, and When Agents Join Front Offices

According to Joel Sherman and Mark Feinsand, the next general manager of the New York Mets will be agent Brodie Van Wagenen.

Van Wagenen, who unlike most sports agents is not an attorney, is part of the sports division of Creative Artists Agency, which represents athletes, actors, and other artists. Van Wagenen, it should be noted, is co-head of CAA Sports, the agency’s athletic representation arm. But Van Wagenen is more than just an ordinary baseball agent; he negotiated Robinson Cano‘s 10-year megadeal with the Seattle Mariners, Ryan Zimmerman’s nine-figure pact with Washington, and Yoenis Cespedes‘ current deal with the Mets. In other words, Van Wagenen represents some of the sport’s biggest stars.

There’s little doubt that Van Wagenen’s experience negotiating some of the sport’s largest contracts gives him a significant amount of experience that will serve him well in his new role. Van Wagenen has also garnered a reputation as one of the most player-friendly voices in the industry, which makes this move perhaps all the more surprising. For instance, during the famously slow 2017-18 offseason, he accused MLB owners of collusion and threatened that players would boycott spring training. He also has demanded trades for players who don’t receive contract extensions.

On the surface, it seems as though the addition of a player agent to a major-league front office could represent a boon for the union.

On the other hand, it isn’t Van Wagenen’s experience about which many in the industry are concerned.

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Job Posting: Mariners Baseball Operations Intern

Position: Baseball Operations Intern

Dates:
Start date is flexible. End date is end of the 2019 season. Preference will be given to candidates who can start by January 15, 2019

Primary Objective:
Support the baseball operations department in research, administration, and day-to-day scouting operation tasks.

Essential Functions:

  • Provide support in all areas of advance scouting, including, game day duties and preparation of the advance report and for pre-series meetings.
  • Support all areas of the Professional, International and Amateur Scouting Department, including research, video clipping, scheduling and player evaluation as well as preparation for the Amateur Draft Meetings.
  • Provide additional statistical analysis, economic and financial research as assigned or as time permits.

Education and Experience:

  • Bachelor’s degree strongly preferred. Equivalent, relevant work or playing experience may be considered in lieu of formal education if approved by management.
  • Spanish speaking is a plus; but not required.
  • Programming Skills (including SQL, R, Python, etc.) is a plus; but not required.
  • Background in player evaluation is a plus; but not required.
  • Background in video is a plus; but not required.

Competencies, Knowledge, Skills and Abilities (KSA’s):

  • Working knowledge of statistical baseball data and its application as it pertains to scouting information
  • Working knowledge of baseball strategy and current in-game management trends
  • Proficiency in Microsoft Excel & PowerPoint
  • Excellent interpersonal skills with proven ability to work in a fast-paced environment
  • Self-motivated with a high degree of integrity; takes personal responsibility for getting things done in a way that positively and professionally represents the organization
  • Demonstrated initiative; thinks creatively and takes actions that create a positive outcome for the team

To Apply:
Interested and qualified applicants may apply by November 9, 2018 through the following link: Baseball Operations Intern

In addition, please visit www.mariners.com/jobs for more information.


The Red Sox Were the Best, Despite Their Best

We talk all the time about whether or not the playoffs crown the best team in baseball. Is it more important to be the best team for six months, or is it more important to be the best team for one month? What are we even celebrating, anyway? When you look at the playoffs too hard, and when the playoffs tell a different story than the regular season, it can be difficult to know what to think. You can start to think about these things more than they were ever intended to be thought about. It’s deeply unfulfilling. I can speak from experience.

This year, we get a break. We get a break from having to overthink the tournament, and having to compare it against everything we saw before. The Red Sox won the World Series in five games over the Dodgers. The Red Sox had led all of baseball with 108 wins. In the first two playoff rounds, they eliminated the two other teams that reached triple digits. My favorite standings fact: For true talent, I prefer to look at run differential, or BaseRuns. The four best teams in the regular season were the Astros, Red Sox, Dodgers, and Yankees. The Red Sox knocked out the Yankees, the Astros, and the Dodgers, in order. They lost only one game in each round. Their playoff record was 11-3. Only three champions in the wild-card era have lost fewer games. The Red Sox did that against incredible competition.

All things considered, the Red Sox were the best team of 2018. They presented a lot of the evidence from March through September, and then in October, they made a convincing closing argument. It was what happened in October that turned this from a great team into maybe the greatest Red Sox team in history. By winning the championship, the Red Sox accomplished as much as they possibly could. And there’s something about the title run that’s striking to me. In terms of execution, the playoff Red Sox played almost flawless baseball. Yet they were largely carried by their supporting cast.

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ZiPS Updated Playoff Probabilities – 2018 World Series

The ZiPS projection system will update these tables after every game and as the starting-pitcher probables change. They are based on the up-to-date ZiPS projections of the strengths of the teams and the projected starting pitchers. They are different than the playoff odds that appear elsewhere at this site. The FanGraphs playoff probabilities are based on 10,000 simulations using the updated projections in the depth charts. Where ZiPS differs is by guessing the game-by-game starting-pitcher matchups and using the ZiPS projections, including split projections.

First, here are the game-by-game probabilities:

Game-by-Game Probabilities, World Series
Game Home Team Boston Starter Red Sox Win Los Angeles Starter Dodgers Win
1 Red Sox Chris Sale 100.0% Clayton Kershaw 0.0%
2 Red Sox David Price 100.0% Hyun-Jin Ryu 0.0%
3 Dodgers Rick Porcello 0.0% Walker Buehler 100.0%
4 Dodgers Eduardo Rodriguez 100.0% Rich Hill 0.0%
5 Dodgers Short-Rest David Price 39.1% Clayton Kershaw 60.9%
6 Red Sox Chris Sale 60.6% Hyun-Jin Ryu? 39.4%
7 Red Sox Nathan Eovaldi? 54.8% Walker Buehler? 45.2%

And here are the overall series probabilities.

Overall World Series Probabilities
Result Probability
Red Sox over Dodgers in 4 0.0%
Red Sox over Dodgers in 5 39.1%
Red Sox over Dodgers in 6 36.9%
Red Sox over Dodgers in 7 13.2%
Dodgers over Red Sox in 4 0.0%
Dodgers over Red Sox in 5 0.0%
Dodgers over Red Sox in 6 0.0%
Dodgers over Red Sox in 7 10.8%
Red Sox Win 89.2%
Dodgers Win 10.8%

Sunday Notes: Scott Radinsky Bought In To Angels Analytics

Scott Radinsky came into coaching with an old-school approach. That was to be expected. His playing career spanned the 1986-2001 seasons, and he honed his craft under the likes of Moe Drabowsky, who came of age in the Eisenhower era. Analytics were in their infancy. Radinsky was hired by the Indians in 2005 — initially to tutor pitchers in the minors — on the strength of his nuts-and-bolts knowledge and his communication skills.

The 50-year-old went on to serve as Cleveland’s bullpen coach in 2010-2011, and then as their pitching coach in 2012. From there he moved on to the Dodgers organization, and he spent the last two years as the bullpen coach in Anaheim. Along the way, he’s learned to embrace analytics.

“The information wasn’t as eye-opening to me when I was first getting exposed to it,” admitted Radinsky, who now monitors TrackMan data throughout the season. “I wasn’t resistant; it just didn’t make complete sense to me. But over the years, because of how much better it’s being explained — and a lot of it seems more quantifiable — it makes perfect sense. I’ve completely bought in, which makes it easier for me to sell something to a player.”

Radinsky gave examples of that salesmanship — we’ll share specifics in the coming week — including convincing Blake Parker to up his breaking ball usage, and getting Justin Anderson to better utilize his fastball. In each case, the data provided by Anaheim’s analytics department was delivered to Radinsky in “an awesome” manner. Just as importantly, it didn’t arrive heavy-handed. Read the rest of this entry »


Effectively Wild Episode 1288: The More You Don’t Know

EWFI
Ben Lindbergh and Jeff Sullivan banter about how teams project the outcomes of matchups between batters and pitchers, the perils of second-guessing well-informed managerial decisions, and why teams still make mistakes, then answer listener emails about start-to-start strikeout variance, limiting the number of pitchers used per game, a potential problem with pitcher-catcher headsets, the four Wander Francos, the MLB players with the most-ever teammates, and the legality of getting a running start when tagging up, plus a Stat Blast about a new way to think about how often the best batters fail.

Audio intro: The Posies, "I Guess You’re Right"
Audio outro: The Beths, "Not Running"

Link to Ben’s article about second-guessing
Link to Ben’s article about Kratz and catcher sounds
Link to list of players with most teammates

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Elegy for ’18 – Washington Nationals

Yogi Berra once said “if you see a fork in the road, take it.” While that may be typically less-than-helpful, the Nationals find themselves at a crossroads, with one of those big, franchise-altering decisions regarding their still-young star slugger, Bryce Harper, before them. 2018 may have muddied more than clarified the situation.

The Setup

To a large degree, the Nationals have had it easier in the regular season than any contender in baseball, with the possible exception of the Cleveland Indians. With the Atlanta Braves and Philadelphia Phillies rebuilding, the Miami Marlins doing their usual cry-pauper schtick, and the New York Mets being the Mets and Metsing up a few seasons, Washington entered every season since 2012 as the divisional favorite.

The 2017-2018 offseason was relatively quiet for Washington, with no follow-up trade like the one that brought Adam Eaton to the team. Nor was there a major free agent signing, though this was largely due to the fact that there were few significant free agents available last offseason and even fewer that fit the team’s needs. (Catcher was a position in obvious need of an upgrade, but there was nary a great free agent catcher to be found, and a trade for JT Realmuto failed to materialize.)

Sure, I liked Lorenzo Cain, but considering the team’s minor league talent, would that have been the most efficient signing? The Nationals did at least dip their toes into the Yu Darvish and Jake Arrieta markets, but given the disaster of a year Darvish had and with Arrieta being merely solid, it’s hard to say there was much in the way of regret there.

For a team that didn’t expect to have to worry about the Braves and Phillies — yet — and faced a luxury tax threshold beckoning and an uncertain future after the short-term, there’s a very good argument that this was the right way to play the offseason. If the team had dough they were absolutely dying to spend, putting it towards a future Harper contract, if the team went that way, made more sense.

While Washington has had above-average payrolls, it’s not a team that historically has dipped that deeply into the free agent market. They spent aggressively to bring in Max Scherzer (as they should have) but otherwise haven’t spent $50 million on a single free agent player since Jayson Werth.

The team was active, but low-key, picking up a number of role players like Matt Adams, Jeremy Hellickson, and Howie Kendrick. These constituted depth pieces for a contender rather than foundational talent.

Much was made about the team moving on from Dusty Baker, but similarly, I felt it was the right move at the time. Dusty’s challenge in 2016 and 2017 was to take a veteran team, keep them from murdering each other, and guide them along on cruise control. That’s Baker’s specialty. But a the team that had reached the possible end of the Bryce Harper era and now faced the challenges of transitioning to a new core, whether by retool or rebuild? That’s not something I was as keen on having Baker handle.

The Projection

ZiPS still saw the Nationals as the class of the NL East, but with an 89-73 record, they were the only projected division winner with a median win guess under 90 wins. The projections didn’t see this as the year that it was more likely than that the Braves or Phillies took a step forward, but it was still a 1-in-3 chance (32.4%) that a non-Marlin team toppled the team.

The Results

While the season started off strong with a sweep of the Cincinnati Reds, an 11-16 April left the Nationals spending a good chunk of the early part of the season in fourth place, behind the Phillies, Braves, and the surging Mets.

Things seemed to have righted themselves in that lusty month of May, but while Washington ending May in first place, with a 33-23 record, it had become clear that the Braves and Phillies had shown real improvement, not simply an early-year mirage.

The team was in first place and largely hadn’t even yet seen the full benefits of phenom Juan Soto in the lineup (43 PA through the end of May). The only player who wasn’t really hitting at that point was Michael A. Taylor, who was already on borrowed time with Adam Eaton’s return expected.

Then the team’s pitching largely collapsed. At the end of May, Washington’s 3.45 FIP was the second-best in baseball, behind only the Houston Astros. Over the rest of the season, it was 4.52, 24th in the majors. While Scherzer was more or less his usual self, the rest of the rotation combined for a 5.35 ERA.

By the time the trade deadline rolled around, there were a lot more arguments for the Nationals being sellers than buyers. While the team was theoretically still on the outskirts of both the Wild Card and NL East races, they were only hovering around .500.

The team wasn’t major seller until after the post-waiver deadline, only then moving players like Daniel Murphy and Gio Gonzalez who were unsigned past the end of the season.

The Dodgers claimed Bryce Harper on revocable waivers, but the Nationals never seriously discussed trade terms with Los Angeles. It was one of those instances in which you heard a lot of behind-the-scenes rumors. I wonder if we’ll ever get a full, true story about what happened. Did the Dodgers not make a serious offer, taking advantage of their disappointing win total at the time, hoping to keep Harper from a rival? After all, it wasn’t a Randy Myers situation where Washington would just say “fine, he’s yours” so there was little risk in a block.

Or were the Nats owners, primarily the Lerner family, simply not interested in trading Harper when push came to shove? I think it far more likely they were a roadblock to a possible trade than team president Mike Rizzo. Remember, Harper was in a different situation than Manny Machado was, where there was actually a good chance that the owners of his current team would re-sign him in free agency.

Washington ended the season in second place in the division, but that was due more to the Phillies deciding to stop winning games ever than to any impressive late-season surge from the Nationals.

What Comes Next?

The Bryce Harper question is of course the one that will dominate this offseason. Spending $300 million (and maybe more) on a player who has just one MVP-type season in his portfolio is a major risk. But Washington may feel they need to retain him just to keep pace with the Braves and Phillies, one of which has a far better farm system and the other of which possesses a deeper bank account.

Harper’s not the only pending financial decision, either. Anthony Rendon is a free agent after 2019 and it wouldn’t take a crazy-good year from Stephen Strasburg to make him think he could beat four years and $100 million after next season or three years and $75 million after 2020.

The good news is that whichever way the team goes, they do have impressive build-around talent in Soto, Victor Robles, and Trea Turner. But given their division, Washington may be in trouble if they resort to half-measures. In fact, if they want to spend $300 million, Manny Machado is likely a better fit on the roster than Harper, with the added bonus that they can stick it to their rival up the B-W Parkway.

Way-too-Early-Projection – Victor Robles

Ha, you thought this was going to be Juan Soto, didn’t you? Just picture a whole bunch of really big numbers. There, you have the Soto projection.

In essence, a Harper-less Nationals outfield would likely be best configured with Soto, Eaton, and Victor Robles. So with Robles the least established as a major leaguer right now, we’ll go with him, certainly no chopped liver as a consensus top-ten prospect coming into 2018.

ZiPS Projections – Victor Robles
Year BA OBP SLG AB R H 2B 3B HR RBI BB SO HP SB OPS+ DR WAR
2019 .251 .319 .395 474 58 119 26 6 10 53 36 99 13 28 98 7 2.3
2020 .256 .327 .421 461 59 118 28 6 12 56 38 95 12 25 107 6 2.7
2021 .255 .331 .425 463 61 118 28 6 13 58 41 100 13 26 109 6 3.0
2022 .254 .334 .427 464 62 118 29 6 13 58 44 103 13 23 110 6 3.0
2023 .254 .335 .423 461 62 117 29 5 13 58 45 104 13 21 110 5 3.0
2024 .251 .333 .424 458 61 115 28 6 13 57 45 104 13 19 109 5 2.9

Not the flashiest projection around, but ZiPS anticipates Robles to be a contributor in the majors very quickly. If Robles is your third-best outfielder, it makes the “pay Bryce Harper $35 million a year” case harder to make for the team.