Archive for Dodgers

The World Series That Participants Watched as Kids

Being baseball fans, the vast majority of us will be tuning in to the World Series. From coast to coast and beyond, it’s must-watch television for everyone who loves the greatest game on earth. The best of the American League versus the best of the National League. The Fall Classic.

The participants themselves grew up watching. As kids, they sat in their living rooms and dens, enjoying the World Series with their families. A lucky few even got to enjoy October baseball live and in person, at the ballparks themselves. What do they remember about those bygone days? I asked that question to several Red Sox and Dodgers players and coaches. For good measure, I queried three notable media personalities as well.

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Matt Kemp, Dodgers outfielder: “Joe Carter, Toronto Blue Jays. My dad was best friends with his brother and he always had us watching Joe Carter play. That was the 1993 World Series and I was like, ‘Whoa! That’s pretty awesome.’

“I always watched baseball. Baseball and basketball were the two sports I loved to watch. I was always a Braves fan growing up. As a kid, me and my cousin always dreamed of playing on the Atlanta Braves. I wanted to be like David Justice. Otis Nixon. Ron Gant. All those guys who were just straight ballers. Maddux. Smoltz. Jeff Blauser. But the Justice home run… I remember that all day long. Heck yeah.”

Jackie Bradley Jr, Red Sox outfielder: “I couldn’t tell you what the first one was, but 2011 stands out: Cardinals versus Texas. The Cardinals were my team growing up, and they won. David Freese had a great postseason. Tony LaRussa was the manager. It was a pretty exciting series.

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Here’s Who Will Win the Next Five World Series

Pending a healthy return, Corey Seager will resume his role at the heart of the Dodgers’ roster.
(Photo: Arturo Pardavila III)

On a recent podcast episode, Eric Longenhangen and I discussed the premise for this article, which is another way of asking which organizations are healthiest in the short-to-medium term. The factor that goes furthest towards answering that question is present on-field talent, although salary, controlled years, the presence of impact minor leaguers on the horizon, and front-office quality are all relevant — as is payroll ceiling, which serves as a proxy for margin for error. With the World Series starting tonight, it seemed like the right time to look ahead at the favorites for the five World Series beyond this one.

I’ve experimented with some objective ways of measuring organizational health. I think it’s ultimately possible to produce an algorithm that would do a solid job, ranking teams objectively in a number of key categories. It would also require considerable time. Eager to arrive at some kind of answer, I’ve settled for subjective assessment for this version of the post, but I intend to work on something more systematic in the winter.

Here are the criteria I’ve considered to produce these rankings: short-term MLB talent, long-term MLB talent/upper-minors prospects, lower-minors prospects/trade capital, payroll ceiling, MLB coaching/front office, and amateur signings (draft and international). You could quibble and combine or separate a few of those groupings, or argue some of these can’t be quantified properly. You may be right, but we’ll keep tweaking things until they are.

I had originally intended to limit this list to five teams for purposes of symmetry, but the top tier looked like seven teams to me, and the sources by whom I ran this list agreed. In the same way that the I approached the Trade Value Rankings from the point of view of a medium-payroll, medium-term-focused team, I’ve undertook this exercise by asking which team would be most attractive to a prospect GM if his or her only interest is to win the most World Series possible (and not have low state income tax, run a childhood team, or live in a cool city) over the next five seasons.

Without further explanation, here are the organizations most likely to win the 2019-23 World Series.

1. Los Angeles Dodgers

The top-three teams on this list all have some reasonable claim to the top spot, but I ultimately went with the Dodgers, as they have a little more certainty in terms of on-field personnel than the Yankees possess, while both clubs feature similar built-in financial advantages. (Houston lags behind on the second count.)

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FanGraphs Audio Presents: The Untitled McDongenhagen Project, Ep. 5

UMP: The Untitled McDongenhagen Project, Episode 5
This is the fifth episode of a weekly program co-hosted by Eric Longenhagen and Kiley McDaniel about player evaluation in all its forms. The show, which is available through the normal FanGraphs Audio feed, has a working name but barely. The show is not all prospect stuff, but there is plenty of that, as the hosts are Prospect Men. Below are some timestamps to make listening and navigation easier.

0:23 – What games Eric and Kiley have seen lately: Arizona Fall League and the Diamond Club showcase for Florida high school prospects, featuring a Tyler Callihan update.

2:19 – TOPIC ONE: Yahoo’s Jeff Passan joins us to talk about the Astros cheating scandal and its many facets.

7:15 – Eric reviews the Chinese phone the Astros were using, which should be called the fruit calorie counting machine.

14:50 – Jeff inquires about the status of Kiley’s backyard and dog while Eric reveals how revealing he currently is.

23:08 – We lose Jeff due to technology, and he returns via a time jump, feat. flight attendant announcements.

24:30 – Jeff reveals who is more petty than him, but only by a small margin.

25:23 – Jeff’s antisocial plane tips.

26:54 – A mini topic about Manny Machado’s playoff behavior affecting his free agent market.

29:00 – A mini topic about the Luke Heimlich/Dayton Moore connection living on.

32:48 – TOPIC TWO: How we would put together a scouting department in today’s baseball.

33:56 – Options for structuring the pro scouting department.

34:50 – The biggest factor we don’t have access to: minor league TrackMan.

36:25 – Pros and cons of the different pro scouting department structures.

38:12 – How Eric would structure his pro department.

38:58 – Something to keep in mind in terms of allocating scout days on the amateur side.

40:15 – Kiley jumps in to ask about DSL coverage.

41:39 – Introducing the concept of dynamic pro coverage.

44:00 – Kiley jumps in again to clarify the pyramid of scout experience/assignments.

46:05 – What sorts of scouts can beat the TrackMan data at projecting prospects in the upper levels?

49:10 – When are the robots coming for us?

52:20 – The structural question the guys aren’t sure about

55:46 – TOPIC THREE: The saga of Barbecue Yee with Jake Mintz of Cespedes Family BBQ

56:16 – Jake makes the worst pun in the history of the podcast.

1:00:53 – Jake and Kiley laugh uncontrollably for the first time.

1:03:40 – Is varsity baseball a constitutionally protected right? You heard me right.

1:07:50 – Jake’s first great free idea for the Yee family.

1:16:26 – Jake’s second great free idea for the Yee family.

1:20:09 – The best outtakes portion we’ve ever had.

Don’t hesitate to direct pod-related correspondence to @kileymcd or @longenhagen on Twitter or at prospects@fangraphs.com.

You can subscribe to the podcast via iTunes or other feeder things.

Audio after the jump. (Approximately 1 hr 22 min play time.)

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The Ties That Bind the Red Sox and Dodgers

Given that the Dodgers have won 20 pennants and the Red Sox 13, and that the two teams have combined to make 25 trips to the postseason during the Wild Card era, it seems improbable that this World Series will be just their second meeting in the Fall Classic — and more than a century since their first. Both franchises have endured ups and downs over the decades, but in general have been among the majors’ most successful, with the Dodgers owning the third-highest winning percentage since 1901 (.526) and the Red Sox the fifth-highest (.519).

What follows is an exploration of nine shared aspects of the two teams’ rich histories, listed in vaguely chronological order. Not all of them will come to bear directly upon the action, but for a sport and an event where the present is always linked to the past, it’s worth keeping these relationships in mind.

1916: The Original Matchup

The Red Sox were one of the nascent American League’s most successful teams, winning six pennants in the Junior Circuit’s first 18 years and going undefeated in five World Series during that span: 1903 (the inaugural one, against the Pirates), 1912 (against the Giants), 1915 (against the Phillies), 1916 (against the Dodgers), and 1918 (against the Cubs). (John McGraw’s Giants refused to play them in 1904, and so there was no World Series.) As for the Dodgers, they began life as the Brooklyn Atlantics in the American Association in 1884 and were known variously (and unofficially) as the Grays, Bridegrooms, Grooms, Superbas, and Trolley Dodgers. They enjoyed some success in the 19th century, winning the 1889 AA pennant and the 1890, 1899, and 1900 NL ones, but they didn’t win their first of the 20th century until 1916, when they were known as the Robins in honor of manager Wilbert Robinson (a moniker that bore special significance to this scribe and expectant father a century later). Not until 1932 did they officially become the Dodgers, though a program from the 1916 World Series did bill them that way:

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Job Posting: Dodgers Baseball R&D Quantitative Analyst

Position: Quantitative Analyst, Baseball Analytics

Department: Baseball Research & Development

Description:
The Los Angeles Dodgers seek a full-time, entry-level analyst for the team’s Baseball Analytics group. Their objective is to identify highly talented, mathematically-oriented candidates as they build an industry-leading analytics team.

Job Functions:

  • Statistical modeling and quantitative analysis to support one or more research projects focused on player evaluation/development and strategic decision-making
  • Developing, automating, and implementing mathematical, statistical, and/or machine learning models
  • Preparing reports and presentations to disseminate model results to front office, coaching staff, player development, scouting, and medical/performance staff
  • Performing ad hoc data analysis to support Baseball Operations
  • Other duties and responsibilities as assigned

Basic Requirements and Qualifications:

  • B.S. in mathematics, statistics, computer science, operations research, or a related quantitative field
  • Experience building and validating mathematical, statistical, and/or machine learning models, preferably in Python or R
  • Some computer programming experience
  • Familiarity with SQL
  • Knowledge of recent advances within the public baseball research community
  • Desire to work in a collaborative team environment

You should apply if:

  • You want to help the Dodgers build an industry-leading analytics team
  • You love to compete, and you want to see the impact of your work on the field and in the box score

When you apply for this job online, please include answers to following questions in your cover letter, using 500 words or fewer:

  • When are you available to start?
  • Why are you interested in pursuing this opportunity?
  • What experience do you have building mathematical and/or statistical models?
  • Additionally, if you are or were enrolled in a university degree program (within the last three years), please include with your application a complete list of the technical courses that you have taken or in which you are currently enrolled, along with course numbers and grades.

To Apply:
Qualified candidates should submit a cover letter and resume online at www.dodgers.com under Job Opportunities. The deadline for applications is November 9, 2018.


Those Left Behind With a Piece of the Journey

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

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

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

Villar Takes Harvey Deep (+.238 WPA)

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

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

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

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

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

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

Scott Alexander shuts it down (+.372 WPA)

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

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

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

Bonus Jake Arrieta Is Mad content in the above.

Kyle Farmer Drives in Barnes (+.678 WPA)

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

Eric Thames Sinks Wade Davis (+.822 WPA)

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

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


Adventures in Playoff Leverage and Win Probability Added

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

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

Caleb Ferguson and Playoff Stress

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

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

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

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The Gambit Versus the Ace

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

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

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

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

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

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

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

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Manny Machado Gets Dirty

Last night, Manny Machado scored the decisive run in an extra-inning walkoff victory to tie the NLCS at two games a piece and put the Dodgers within two wins of the World Series. When discussing Machado and last night’s game, we’d ideally be focusing on his key hit, his smart and aggressive take of second base on a wild pitch, and his impressive dash from second to home on a single to right field that barely beat a strong throw from Christian Yelich.

We aren’t talking about that, though. We’re talking instead about a play in the 10th inning of last night’s game on which Manny Machado made contact with Brewers first baseman Jesus Aguilar:

In real time, it looked really awkward, but not necessarily malicious. After the game, the Brewers said the play was dirty or insinuated as such by questioning Machado’s general attitude about playing hard. From the MLB.com story:

“It’s a dirty play by a dirty player,” Brewers right fielder Christian Yelich said.

“It looked like it,” Aguilar said. “I’ve known Manny for many years and I don’t know why he would act like that.”

Brewers manager Craig Counsell threw shade at Machado when asked if the play went beyond the grounds of hard play.

“I don’t know,” he said. “I guess they got tangled up at first base. I don’t think he’s playing all that hard.”

Machado didn’t really back down either:

“If that’s dirty, that’s dirty,” Machado said. “I don’t know, call it what you want. I play baseball. I try to go out there and win for my team. If that’s their comments, that’s their comments. I can’t do nothing about that.”

Let’s start by giving Machado the benefit of the doubt and assume, for sake of argument, that it was just a weird play. In that spirit, let’s take a few closer looks at it to see what kind of determinations we might be able to make. Here’s another angle from directly behind Machado.

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Cody Bellinger Wasn’t Clutch Until He Was

Postseason baseball has not come easily to Cody Bellinger. After setting an NL rookie record with 39 home runs in 2017, the then-22-year-old endured ups and downs last October, coming up big in the Dodgers’ Division and League Championship clinchers but going 4-for-28 with a record setting 17 strikeouts in the World Series. Those struggles had continued this fall, in the form of a 1-for-21 skid through Game Four of the NLCS and a spot on the bench for Game Four, as lefty Gio Gonzalez started for the Brewers. Nonetheless, in a five-hour, 15-minute slog that he didn’t even enter until the sixth inning, Bellinger played the hero, first with a diving catch on a potential extra-base hit off the bat of Lorenzo Cain in the 10th inning and then a walk-off RBI single in the 13th, giving the Dodgers a 2-1 victory.

The hit was actually Bellinger’s second of the night. His first came in the eighth inning, when he countered the Brewers’ defensive shift with an opposite-field single off the nearly unhittable Josh Hader, a Nice Piece of Hitting.

Bellinger, despite his pull tendencies, ranked ninth in the majors on grounders against the shift during the regular season, with a 98 wRC+. His 111 wRC+ overall on balls in play against the shift ranked 24th among the 123 hitters with at least 100 PA under such circumstances, which is to say that he’s fared well in this capacity — among the many other ways he’s fared well — despite this October slump.

Paired with Max Muncy’s leadoff single earlier in the inning, it was the first time all year that the Brewers’ fireman yielded multiple hits to left-handed batters in the same outing. The Dodgers couldn’t convert there — more on which momentarily — but Bellinger would only come up bigger.

Here’s Bellinger’s catch off Cain’s liner, which led off the 10th inning against Kenley Jansen. According to Statcast, it had a hit probability of 94%:

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