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In the binary world of most baseball conversation, a party should be either (A) going big, or (B) going home. In baseball, the way this manifests is that fans frequently think a team should either go for it or blow it up. There are, of course, other options — a lot of other options, all somewhere in the middle — but people like dramatic action, especially right now, on the heels of the playoffs. And when you look at the Nationals, you can almost see one side of things. I’ve seen it asked whether the Nationals should take a step back. They’ve already taken a step back in the standings, and the Braves and Phillies might only get better, and Bryce Harper is probably a goner. How do you make up for probably losing Bryce Harper? Are the Nationals at the end of an era?

With or without Harper, the Nationals can contend. The idea of them blowing it up was always silly. Far too much talent remains, and on Wednesday, the club has made a notable addition. The Nationals signed a free agent. Not a new free agent, but rather, a preexisting free agent. Trevor Rosenthal spent the 2018 season rehabbing from Tommy John surgery. Now he’s the newest member of the Nationals’ bullpen. A bullpen they hope can lead them back to October.

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At roughly the 10-minute mark of Dan Szymborski’s most recent appearance on FanGraphs Audio, that same guest proposes — partly in response to Game Three of the World Series and partly as an installment in the chronicles of the absurd — a rule change that, if adopted, could have some implications for how teams think of a coaching staff. Specifically, he suggests that, in those games where a team has exhausted its full complement of hitters — such as the Red Sox did during their 18-inning marathon against the Dodgers — that a manager should be allowed to take the field for his club. Although he doesn’t say it, the same could presumably be true on the pitching side, as well.

The sight of a manager actively involved in a game wouldn’t be unprecedented, of course. While utilized rarely over the past half-century — and not in any real way since Pete Rose served in that capacity for the Reds from 1984 through 1986 — player-manager was a pretty common job title in the earliest days of the game.

Recent seasons have provided managerial surrogates, of course. During the final years of his career, Jason Giambi played the part of friendly uncle just as much as he did pinch-hitter. One could say the same for Julio Franco and Matt Stairs and Jim Thome. Chase Utley was referred to as “dad” by teammates for the bulk of the 2018 season. Bartolo Colon is older than a number of actual managers.

While some players have persevered into their early 40s, Rose’s performance reveals why there’s probably little demand for a player-manager proper in the current version of the game. By his third year on Cincinnati’s roster, the 45-year-old Rose was able neither to hit nor run nor field at a major-league level. Those are, one notes, basically all the ways in which a ballplayer can create wins for his team. Nor does this even account for all the ways the manager’s role has evolved in 30 years. With the volume of data made available by front offices, coaches of all sorts have had to develop skills that would be foreign to many of their predecessors.

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The popularity of baseball is oft-discussed and yet somewhat difficult to measure. We can look at everything from attendance to jersey sales to commercials to revenue and yet fail to reach any real conclusions due to the constantly changing ways in which people consume media and celebrate fandom.

Another measure is television viewership and ratings. Determining the number of people who have enough interest to watch the sport on television should be a relatively good measure of popularity, although even those measures need context to make any sense. On one hand, local television ratings remain strong during the season, indicating relatively widespread support for the game. On the other hand, the ratings for this season’s World Series between the Boston Red Sox and Los Angeles Dodgers were not good.

Consider a couple of headlines. Like Boston-LA World Series Struck Out Looking for Fox from the LA Times and like The 2018 World Series was Good for the Red Sox–and Bad for Baseball from The Atlantic. Even commissioner Rob Manfred acknowledged disappointment with the ratings after the first few games.

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As soon as any World Series is over, it’s fair to wonder how the most recent champion stacks up when compared to the history. And while sometimes the numbers are downright laughable, the 2018 Red Sox have been pretty extreme. In the regular season, they won five more games than anyone else. In the playoffs, they lost just once per series while eliminating the three other best teams in the game. Sometimes, you think about the history because you think you’re obligated. In this case, we look to the history because it seems like the Red Sox might’ve done something historic. It feels like this might’ve been one of the all-time greats.

I’ve run some numbers in order to see what we’ve got. I should acknowledge right here there’s no perfect, agreed-upon way to do this. There’s no ideal measure of a team overall. Does it matter how good a team is for seven months, or is it only the playoffs that matter, provided you do just enough to make it in in the first place? There are arguments to go in either direction, but for my purposes here, I’ve simply combined regular-season numbers with postseason numbers. The postseason sample, of course, is dwarfed by the regular-season sample, but that’s how I feel like it should be. You might have another opinion, and so you might trust your own analysis. Below, I’ll quickly present my own.

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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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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 »

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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