Archive for Teams

Four Questions Facing Dodgers After World Series Loss

For the second straight year, the Dodgers’ season has ended in a World Series appearance but not a World Series victory. While the Red Sox’ four-games-to-one win might show up in history as something of a blowout, the Dodgers were one key hit away from victory in Game One. If they’d also held onto a fifth-inning lead in Game Two and an eighth-inning lead in Game Four, we’d be talking about a great Dodgers team finally winning it all.

It didn’t happen that way, though — and it wasn’t because the Red Sox wanted it more or because the Dodgers’ analytics failed them. Sometimes baseball happens. It happened to the Dodgers, and in the end, the more deserving team won.

Win or lose, the Dodgers were going to face a lot of questions this offseason. Here are the four most-pressing questions in need of an answer.

Bring Back Clayton Kershaw?

Clayton Kershaw could make the decision easy for everyone by not opting out of the two years and $65 million he has left on his contract. There are plenty of concerns with Kershaw: his velocity has declined and he’s relying on his slider more than ever. The future Hall of Famer will begin next season at 31 years old, hardly an elder, but certainly past his prime. Despite those concerns, Kershaw started 31 games in 2018 and pitched 191.1 innings, including the postseason. His ERA and FIP, including the playoffs, were 2.96, and 3.31, respectively. Those are both very good numbers along with his 3.6 WAR from the regular season. Among pending free-agent pitchers, only Patrick Corbin had a better season — and Kershaw showed he could still get outs at a high rate with declining velocity.

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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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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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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 »


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.


Yasmani Grandal’s October From Hell

It would take some doing to have a more difficult postseason on either side of the ball, particularly at a pivotal time in one’s career, than Yasmani Grandal has had. As the Dodgers’ starting catcher during the regular season, the switch-hitting 29-year-old (who turns 30 on November 8) hit for power, showed typically excellent plate discipline, and stood out as one of the game’s best pitch-framers. Alas, he’s looked hapless this month, and between some bad breaks defensively and a deepening offensive slump, he’s lost his starting job for the second straight postseason. As a pending free agent, he could be headed for a rough winter, though he should get at least another shot to help the Dodgers overcome their two-games-to-none deficit in the World Series.

In his seventh season in the majors and fourth with the Dodgers, Grandal hit a solid .241/.349/.466 with 24 homers for a 125 wRC+. The last mark was the best of his career as a regular (he posted a 144 wRC+ in 226 PA as a rookie in 2012) and one point shy of the Marlins’ J.T. Realmuto, who was the the majors’ best among catchers. Admittedly, his season was streaky. Here’s how it looked by month, straight from our splits:

Yasmani Grandal’s 2018 Monthly Splits
Month PA HR AVG OBP SLG BABIP BB% K% wRC+
Mar/Apr 102 4 .315 .402 .551 .364 9.8% 18.6% 162
May 89 4 .181 .315 .347 .188 16.9% 24.7% 88
June 71 3 .162 .197 .324 .170 4.2% 25.4% 35
July 82 6 .364 .488 .727 .409 19.5% 19.5% 226
August 89 5 .162 .303 .392 .167 16.9% 30.3% 95
Sept/Oct 85 2 .254 .365 .451 .333 15.3% 25.9% 126

Holy fluctuating BABIPs! I haven’t shown his ISOs (SLG – AVG), but you can do the mental math; he swung from two straight months in the .160s to a July with a .364 ISO. About the only thing he did with consistency was knock the ball out of the park. He even had a month (June) where he drew just four walks. On a rolling average basis, however, Grandal wasn’t much streaker than he’d been in 2017, when he hit .247/.308/.459 for a more modest 102 wRC+. Here are his last three seasons by 15-game rolling wOBA (15-game Rolling wOBA is also the name of my new band):


 
That’s a bit of a rollercoaster ride, but not one that’s especially more dramatic than that of the similarly offensively productive Realmuto, who had a 107 wRC+ in 2017 and a 111 mark (to Grandal’s 116) in 2016:


 
Realmuto had just one calendar month in 2018 with a wRC+ lower than 100 (79 in August), but he also had a drastic first half/second half split (147 before the All-Star break, 99 after) whereas Grandal was somehow Mr. Consistency in that regard (124 and 126). Go figure.

By our version of catcher defense, which does not include pitch framing, Grandal was nine runs above average en route to 3.6 WAR, second among all catchers behind Realmuto’s 4.8. By Defensive Runs Saved, he ranked ninth out of 47 qualifiers with nine runs above average, including 10 above average in terms of framing (rSZ). By Baseball Prospectus’ numbers, he was an MLB-high 15.7 above average in framing and 17.7 runs above average overall, second to Jeff Mathis‘ 18.2. By BP’s other components of catcher defense, he was 0.8 runs above average in pitch blocking (preventing passed balls and wild pitches), ranking 22nd out of 82 catchers with at least 1,000 framing chances. (For reference, the top-to-bottom spread there was just 8.2 runs.) He was 0.1 runs above average in terms of throwing out baserunners, which either ranked 30th (as displayed on the page) or was in a 21-way virtual tie for 15th (there’s no second decimal place shown) in a category where the top-to-bottom spread is all of 1.9 runs.

By BP’s numbers, Grandal’s 2018 defense was his worst season out of his past four in total but just the second in that span in which he was average or better in framing, blocking, and throwing in the same season:

Yasmani Grandal’s Defense, 2015-2018
Year Framing Chances Framing Runs Blocking Runs Throwing Runs FRAA
2015 5958 26.2 -0.7 0.0 25.6
2016 6749 28.0 0.3 0.5 33.6
2017 6735 26.2 -1.4 1.3 27.7
2018 6851 15.7 0.8 0.1 17.7
SOURCE: Baseball Prospectus

In other words, there were no particular red flags about his defense heading into the postseason. And yet in the small-sample spotlight, he had a nightmarish NLCS against the Brewers, after a relatively quiet Division Series in which he caught every inning against the Braves without either a wild pitch or a passed ball, and threw out the only stolen base attempt against him.

Grandal’s troubles began in the first inning of Game 1 of the NLCS, with Clayton Kershaw on the mound. With Lorenzo Cain on first, he lost a low slider to Christian Yelich:

The ball didn’t get far but it was enough to advance Cain, whom Kershaw eventually stranded. Two innings later, with one out, men on first and second and Jesus Aguilar at the plate, another Kershaw slider squirted past him, with both runners advancing.

Two pitches later, Aguilar hit a screaming liner that first baseman David Freese dove and caught, but home plate umpire Scott Barry ruled that Grandal had interfered with his swing, and Freese was awarded first base. Cain then scored on an Hernan Perez fly ball, which would have been an inning-ender had Aguilar’s lineout been allowed to stand; the throw home from center fielder Cody Bellinger clanked off Grandal’s glove, allowing both runners to advance and costing the catcher his second error of the inning (the catcher’s interference having been the first).

Thus Grandal became the first catcher in postseason history to complete the trifecta of an error, an interference, and a passed ball in a single inning. Though Kershaw limited the damage in those two innings to a pair of runs, they loomed large in what became a 6-5 loss.

Backup Austin Barnes caught Game 2, but Grandal returned to catch Walker Buehler in Game 3. With the Dodgers trailing 1-0 and Travis Shaw having smacked a two-out triple, the 24-year-old righty bounced a knuckle curve on the plate that Grandal couldn’t come up with, as Shaw scored.

With one out in the eighth, and Shaw facing Alex Wood with Ryan Braun on first base, Grandal simply failed to catch a 91.9 mph fastball that missed its mark; Braun advanced but did not score.

Grandal has caught just eight innings since; two apiece in NLCS Games 4 and 6, with the balance coming in the two World Series games after entering as a pinch-hitter. In that limited time, he’s been party to another couple of wild pitches. In the seventh inning of Game 6, he caught Kenta Maeda with the Dodgers down 5-2. When the Brewers put runners on second and third with two outs, the lead became 6-2 after Maeda bounced a slider near the front left-hand corner of the plate that ricocheted away from Grandal. Aguilar scored and Mike Moustakas took third. In Game 2 of the World Series, with the Dodgers down 4-2, Grandal blocked a Scott Alexander slider in the right-hand batter’s box; Mookie Betts, who was on second, sped to third but didn’t score.

All told, that’s three passed balls, three wild pitches, a catcher’s interference and an error catching a throw on Grandal’s watch. By the Win Probability Added calculations in our play logs, the eight plays add up to -0.245 WPA for the Dodgers’. About half of that came on wild pitches (0.107 on Shaw scoring, 0.026 on Aguilar scoring, 0.003 on Betts advancing) — plays where that the official scorer judged Grandal not to be the primary culprit — but that’s still gonna leave a mark.

Meanwhile, Grandal has hit .120/.241/.280 in 29 plate appearances, with four walks and 12 strikeouts; two of his three hits have gone for extra bases. After striking out three times in four PAs in Game 1 of the NLDS, he homered off Anibal Sanchez in Game 2, walked three times in four plate appearances in Game 3 (he was batting eighth) and went 0-for-5 with two strikeouts in Game 4. He went 1-for-4 with two strikeouts in Game 1 of the NLCS, his defensive game from hell, grounded into a bases-loaded double play as a pinch-hitter in Game 2, and went 1-for-4 with a fifth-inning double (off Jhoulys Chacin) and three strikeouts in Game 3, the last with one out and the bases loaded in the ninth. In his four subsequent pinch-hitting appearances, he’s 0-for-3 with a walk, which was drawn off Ryan Brasier to load the bases in the seventh inning of Game 1 of the World Series.

All told, Grandal has the sixth-lowest WPA of the postseason from an offensive standpoint, though he doesn’t even have the lowest mark on his team:

Lowest WPA of the 2018 Postseason
Rk Player Team PA BA OBP SLG WPA
1 David Dahl Rockies 11 .000 .000 .000 -0.732
2 Kiké Hernandez Dodgers 37 .094 .216 .188 -0.672
3 Yuli Gurriel Astros 36 .226 .333 .387 -0.411
4 Martin Maldonado Astros 21 .105 .150 .316 -0.391
5 Trevor Story Rockies 18 .278 .278 .389 -0.385
6 Yasmani Grandal Dodgers 28 .125 .250 .292 -0.384
7 Jonathan Schoop Brewers 8 .000 .000 .000 -0.335
8 Jose Altuve Astros 37 .265 .324 .412 -0.331
9 Giancarlo Stanton Yankees 22 .238 .273 .381 -0.329
10 Jesus Aguilar Brewers 41 .216 .275 .459 -0.303
SOURCE: Baseball-Reference

Meanwhile, Barnes is just 2-for-22 with -0.121 WPA int he postseason, that after hitting a disappointing .205/.329/.290 (77 wRC+) in 238 PA, down from .289/.408/.486 (142 wRC+) lasts year. A good framer (8.3 runs above average) and blocker (1.0 runs) but subpar thrower (-0.2 runs) according to BP’s metrics, he’s thrown out two out of five runners attempting to steal, but was unable to stop the changeup that Ryan Madson bounced in front of the plate on his first pitch upon entering the World Series opener, with both runners advancing and later scoring.

Grandal started 110 games behind the plate in 2018 and 113 in 2017, but this is the second straight October that he’s taken a back seat in the postseason. Last year, he went into a tailspin over the final two months of the season while understandably distracted by his wife’s high-risk pregnancy that culminated with the birth of his son on the eve of the World Series; Grandal traveled back and forth to his wife in Arizona on off days, sometimes making five-hour drives on back-to-back days. He started just twice in the postseason, going 0-for-8 with three walks while Barnes made 13 starts and hit .217/.288/.326 in 52 PA. Grandal now owns a dismal .099/.256/.197 line in 87 postseason plate appearances, all with the Dodgers. Among players with at least 75 postseason PA since 1969, only one has a lower batting average (Dan Wilson at .091) and only two have a lower slugging percentage (Wilson at .102 and Mike Bordick at .174).

As reported by the Orange County Register’s Bill Plunkett, Grandal credited the Brewers for holding him in check but blamed himself for “a horrendous job by continuing to not make an adjustment” at the plate. As for the defense, he struggled to accept the notion that he’s in some kind of slump:

“How much control do I have on a ball that hits the dirt? That’s the best way I can put it. … How many guys did I throw out during the two series? If you’re strictly basing a defensive slump off of three blocks that could have gone either way, three blocks that I talked to three, four other catchers about and they’ve all told me the same thing – if you go off of those three, then I guess you can say I’m in a slump.”

The catcher did say that after reviewing video of Game 1, he was too “flat-footed” in his setup, which affected his positioning in blocking a ball, but that he had fixed that issue. In his view, the bounces just haven’t gone his way:

“You’ve got one of the best defensive catchers in the game in [Gold Glove winner] Martin Maldonado and he’s blocking balls where they hit him dead on, the way it should be hitting, and the balls going other places. You’ve got [Brewers catcher] Erik Kratz, same thing in L.A. Ball hits him perfectly and it goes somewhere else. There’s nothing you can control as soon as that ball hits the dirt.”

Before Game 1 of the World Series, manager Dave Roberts said he anticipated starting Grandal at some point and was looking for the right matchup. With Barnes not hitting and with righty Rick Porcello on the mound, Game 3 would be a good spot. Grandal has been considerably stronger while batting from the left side of the plate, with a 120 wRC+ over the past three seasons and a 131 mark this year; he’s at 103 for 2016-2018 and 106 for this year from the right side. Via Statcast, he had a .447 wOBA against fastballs from righties this year, .365 for those 95 mph or faster (relevant for a potential Nathan Eovaldi start in Game 4).

As to what lies beyond this World Series, the assumption is that Grandal won’t be back in L.A., given that the Dodgers have, according to our own Kiley McDaniel, “two of the top three catching prospects in the game waiting in the upper levels” in Keibert Ruiz and Will Smith. They may need a stopgap to pair with Barnes in 2019, but don’t seem likely to make a multiyear commitment to Grandal, who will share top billing among the free agent catchers with Wilson Ramos.

Ramos has been slightly better hitter over the past three seasons (120 wRC+ to Grandal’s 116), albeit in about 300 fewer PA, but not nearly in Grandal’s class as a defender (79 runs above average to 6 via BP’s metrics, 39 to -11 via DRS). While the industry consensus is that Grandal may have cost himself money with his play this October, he’s 15 months younger and more durable than Ramos. He’s averaged 128 games per year to Ramos’ 104 over the past five seasons, and has had one knee surgery (2013) to Ramos’ two (2012 and 2016) — though he did also have A/C joint surgery in 2015.

We’ll have more to say on those two free agents — and all the others — after the World Series, of course. For now, we’ll see if Grandal can do anything to reverse the course of a very rough October.


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?