Max Muncy hit a lot of home runs this year. Including his opposite-field effort on Monday against Colorado, he hit 35 of them overall. Not only will that total rank him 14th forever among major leaguers from the 2018 campaign, it will also represent the greatest improvement for a batter between last season and this one. This year, Muncy hit 35 home runs. Last year, he hit zero of them. Arithmetic suggests that he produced a net total of +35 by this very specific measure. A perusal of the leaderboards reveals that no batter rivals him in this regard. Among the many ways in which Muncy’s 2018 season was exceptional, that’s one of them.

The purpose of this post, however, is not to catalog all the unlikely exploits of Muncy’s 2018 campaign, but rather to examine one specific way in which Muncy’s home run on Monday was different than all the others he’s ever hit. To understand the significance of that homer, though, it’s necessary first to contemplate another, different homer.

That’s footage of Muncy, tying the score against the Mariners’ Edwin Diaz in the ninth inning of an August 18th game this season. Edwin Diaz was one of the best relievers in baseball this year. Part of what makes Diaz so effective is his arm speed. Diaz threw this fastball to Muncy at 98 mph, as the hastily edited screencap below indicates.

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Heading into the final weekend of the regular season, the Dodgers originally had Walker Buehler scheduled to start Sunday. Manager Dave Roberts opted to push Buehler back, however, letting Rich Hill take the mound against the Giants in San Francisco.

The team indicated the move was based partially on the Nationals’ decision not to pitch Max Scherzer against the Rockies on Sunday. Regardless of whether Scherzer was starting, however, the choice made a lot of sense. The Dodgers did not control their own destiny in yesterday’s matchups. Even if they won (which is what happened), they would inevitably have to play another game to reach the divisional series (which is what they’re doing this afternoon). Letting Buehler start a less important game would have left the team worse off in a more consequential one, like today’s.

The decision is predicated on the belief that Buehler is one of the best, if not the best, Dodger pitcher at the moment. It’s not particularly difficult to make that case. For the season, Buehler’s 2.99 FIP leads the Dodgers; his 2.76 ERA is virtually even with Clayton Kershaw’s 2.73 mark. Hyun-Jin Ryu has a 1.97 ERA in just under 100 innings with a FIP right at 3.00, so he’s certainly part of the conversation, as well. Buehler has been roughly as good (if not better) in the second half as the first, recording a 2.96 FIP and 2.20 ERA since the All-Star break. Kershaw and Hill have been close — as has Ryu in nine starts. In September, though, nobody can touch Buehler’s 2.30 FIP. Kershaw has slowed some (4.32 FIP), while Hill (3.36) and Ryu (2.76) have pitched well, just not as well as Buehler.

With Ryu and Kershaw having started Friday and Saturday, they weren’t going to be available Sunday, Monday, or Tuesday, so flipping Buehler and Hill meant the 24-year-old rookie would be pitching in a game which, with a Dodger victory, would advance them directly to the division series.

That raises a question, however: by the logic employed above, wouldn’t it make sense to save Buehler for a hypothetical Wild Card game, with a view to saving the team from possible elimination? The short answer is, “No.” The longer answer is below.

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This is the fifth installment of this year’s Team Entropy series, my recurring look not only at the races for the remaining playoff spots but the potential for end-of-season chaos in the form of down-to-the-wire suspense and even tiebreakers. Ideally, we want more ties than the men’s department at Macy’s. If you’re new to this, please read the introduction here.

In the National League playoff picture, we’re down to two teams — the Dodgers (89-71) and Cardinals (87-73) — fighting for one spot, as the Rockies (90-70) clinched a postseason berth on Friday night by beating the Nationals for their eighth straight win. That said, neither the NL Central nor the NL West races have been decided, nor have the actual Wild Card game participants, leaving open the possibility that we could have multiple Game 163 tiebreakers on Monday. The dream scenario of needing a third tiebreaker game, in the event that the two NL West participants (the Dodgers and Rockies) finished tied with St. Louis, is off the table given the Cardinals’ back-to-back losses to the Brewers (93-67) and Cubs (94-66).

On Friday afternoon, I had the privilege of appearing on MLB Network’s MLB Now, where host Brian Kenny put the spotlight on Team Entropy at the top of the show and allowed me to talk through the various scenarios:

Pretty cool! Except that the Cardinals were busy getting pummeled by the Cubs as that happened — the show kept cutting away to the action — simplifying the picture somewhat. So here is what’s left…

The Cubs, who are hosting the Cardinals, and the Brewers, who are hosting the Tigers, can still finish in a tie after 162 games if Milwaukee can pick up a game this weekend. Either the Brew Crew goes 2-0 while the Cubs go 1-1, or 1-1 while the Cubs go 0-2. That would leave the two teams playing on Monday in Chicago (which won the season series 11-8) to determine which one wins the division, and which hosts the Wild Card game. As of Saturday morning, our playoff odds ties page shows a 25.9% chance of such an occurrence.

Likewise, the Rockies, who are hosting the Nationals, and the Dodgers, who are visiting the Giants, can finish tied if Los Angeles can pick up a game. The Dodgers, who won the season series 12-7, would host a tiebreaker game on Monday to determine the division winner, and second Wild Card team. Our ties page gives this game a 34.1% chance of happening.

Alternately, if the Cardinals win both of their remaining games and the Dodgers lose both of theirs, the two teams would be tied for the second Wild Card spot. They would play on Monday in St. Louis, which won the season series 4-3. This scenario can happen in tandem with an NL Central tie if the Brewers also split their remaining pair of games. The odds of a Wild Card tie are down to 2.4%, but that’s better than nothing, particularly with a second tiebreaker game also still an option.

With the Cubs and Cardinals playing at 1:05 pm Eastern, the Dodgers and Giants at 4:05, the Brewers and Tigers at 7:05 pm and the Rockies and Nationals at 8:10 pm, we have the whole day to savor the possibilities for chaos. Enjoy!

Tuesday night, the Dodgers played a crucial game against the Rockies, and it was all tied at two in the top of the tenth. After Scott Alexander retired Charlie Blackmon to lead off, he was replaced by Dylan Floro, who was tasked with facing DJ LeMahieu and Nolan Arenado. After four pitches, Floro struck LeMahieu out. It happened on the following sinker:

After four more pitches, Floro struck Arenado out. The sequence included the following four-seamer:

And then it concluded with the following slider:

Floro’s time with the Dodgers hasn’t all been terrific. A month ago, Floro was on the mound when the Dodgers lost to the Mariners on a walk-off balk. That’s the kind of incident that can stick with you for a while. But, overall, Floro has been a stabilizing member of the bullpen since arriving in a midseason trade. The Dodgers have needed the help, and Floro has provided it, even though the trade with the Reds drew barely any attention. When Floro arrived, he was a ground-balling middle reliever. With a little bit of assistance, he’s become something more.

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With last night’s win, the Dodgers moved into first place by half a game over the Rockies. The clubs are equal in the loss column, and with just 11 games left in the regular season for Los Angeles, their playoff position appears precarious. A glance at our Playoff Odds page, however, might leave you with a different impression. According to the Playoff Odds, the Dodgers have a four-in-five chance of winning the NL West, with Colorado taking the division one in five times. Even in those cases where the Dodgers aren’t projected to take the division, they’re forecast to take a Wild Card spot in half the time. Despite teetering just on the edge of contention, the team has an 89% shot at making the postseason. Nor is that even the weird part: the Dodgers also feature a 17.8% probability of winning the World Series, the highest marks possessed by any team that’s not the Houston Astros.

We could glance at the Dodgers’ number, dismiss it as unreasonably high, and move on with our lives. Alternatively, as my colleague Alex Chamberlain has suggested, we could dig a bit deeper to see what’s going on. Let’s do the latter.

The logic implicit in the Playoff Odds isn’t all that difficult to figure out. The Dodgers are a very talented team with great players, so they would typically be expected to win more games than they lose — and also to win more games than the Rockies. Factor in a series against the Padres and a series against the Giants — while the Rockies play the Phillies and the Nationals — and the disparity between the clubs grows. The Dodgers are going to win a lot of simulated seasons under those circumstances.

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Yasiel Puig can still provide a spark or two of electricity when needed. In fact, the 27-year-old right fielder put forth quite a jolt this past weekend, doing some of the best work of his career in two of the Dodgers’ biggest wins this season. On Friday night in St. Louis, he punctuated a taut pitchers’ duel between Walker Buehler and Jack Flaherty with a pair of solo homers that bookended the scoring in a 3-0 victory. On Saturday afternoon, he hit three more jacks, two of them of the three-run variety, in a 17-4 rout. The wins allowed the Dodgers to catch and overtake both the Cardinals in the NL Wild Card race and the Rockies in the NL West race, and while Sunday’s loss to St. Louis undid both, Puig and company beat the Rockies on Monday night to retake the division lead.

You like dingers? Of course you do. Here’s the supercut of Puig’s five, which came at the expense of Flaherty, Tyler Webb (no, not that guy), John Gant, Mike Mayers and Luke Weaver:

It remains to be seen how the Dodgers’ season ends up, but as Puig goes, the 2018 campaign has been a fairly calm one, largely devoid of the drama of years past. Fewer complaints about his overly aggressive baserunning or lack of interest in the cut-off man. No reports of tardiness. No teammates ripping him anonymously through the media. No benchings or trips to the minors. He did get suspended for two games last month for brawling with the Giants’ Nick Hundley — an episode which brought forth the usual performative pomposity from the pastime’s moral guardians — but that has been the exception this season, not the rule.

He’s still demonstrative, of course, showing off his tongue now and then, licking his bat, admiring his homers when he hits them, and even kissing hitting coach Turner Ward afterwards. The epic bat flips, and the controversies attached to them — to his, specifically, not to the inane culture war that surrounds bat flips in general — appear to be a thing of the past.

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Clayton Kershaw is nearing the end of another very good season. For the third straight year, the left-hander will fail to record 30 starts or 180 innings, but his 3.05 FIP and 2.51 ERA, his 25% strikeout rate and 4% walk rate make him one of the 10-15 best starters in the game by rate — and still a top-25 pitcher after accounting for volume. That’s not quite the 2011-15, Cy Young-level Kershaw who averaged more than 7.0 WAR per season, but it’s still good enough that he’ll likely opt out of his deal with the Dodgers in favor of entering free agency.

As to why Kershaw is now only “really good” instead of “Death Star-level dominant,” the easy culprits are age and health. He’s 30 years old now and has spent time on the disabled list due to back problems in each of the last three seasons. Perhaps directly related to those issues has been the loss of velocity on the lefty’s fastball. The graph below shows average velocity by season and includes his slider for reference.

For a decade, Kershaw sat at roughly 94 mph with his fastball. Last year, he averaged 93. This season, that figure is closer to 91. In the meantime, Kershaw has slowly modified his slider to increase its velocity into the 87- to 88-mph range we see today. (If you want to read more about the evolution of that pitch, re-visit Jeff Sullivan’s post on the matter from back in 2014.) The point here is that the slider, while perhaps experiencing a bit of a dip relative to last year, has exhibited pretty much the same velocity this season as the past few, while the fastball has slowed down significantly. The slider has been a pretty consistently very good pitch since 2014, with whiff rates in the mid-20% range and swings on half of pitches outside the zone. The whiff rate is down to 15% and swings outside the zone are closer to 40%, but the pitch is dropping a bit lower and inducing grounders on 66% of batted balls. Due to a high infield-fly rate, only 9.3% of batted balls are flies that leave the infield. The result for Kershaw on the slider has been a 47 wRC+ consistent with his career numbers.

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Notes on prospects from lead prospect analyst Eric Longenhagen. Read previous installments here.

Note from Eric: Hey you, this is the last one of these for the year, as the minor-league regular season comes to a close. Thanks for reading. I’ll be taking some time off next week, charging the batteries for the offseason duties that lie ahead for Kiley and me.

D.J. Peters, CF, Los Angeles Dodgers
Level: Double-A   Age: 22   Org Rank: 7   FV: 45+
Line: 4-for-7, 2 HR, 2B (double header)

Notes
A comparison of DJ Peters‘ 2017 season in the Cal League and his 2018 season at Double-A gives us a good idea of what happens to on-paper production when a hitter is facing better pitching and defenses in a more stable offensive environment.

Reports of Peters’ physical abilities haven’t changed, nor is his batted-ball profile different in such a way that one would expect a downtick in production. The 2018 line is, I think, a more accurate distillation of Peters’ abilities. He belongs in a talent bucket with swing-and-miss outfielders like Franchy Cordero, Randal Grichuk, Michael A. Taylor, Bradley Zimmer, etc. These are slugging center fielders whose contact skills aren’t particularly great. Players like this are historically volatile from one season to the next but dominant if/when things click. They’re often ~1.5 WAR players who have some years in the three-win range. Sometimes they also turn into George Springer.

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No team plays a completely balanced scheduled over the course of a season. Some divisions, naturally, are better than others. Because intradivisional games account for roughly 40% of the league schedule, there is necessarily some irregularity in the strength of competition from club to club. Interleague play, which represents another 10% of games, also contributes to this imbalance. Given the sheer numbers of games in a major-league campaign, the effect of scheduling ultimately isn’t a major difference-maker. Talent and luck have much more influence over a club’s win-loss record. In any given month, however, scheduling imbalances can become much more pronounced.

Consider this: at the beginning of the season, just one team featured a projected gain or loss as large as three wins due to scheduling. The Texas Rangers were expected to lose three more games than their talent would otherwise dictate. Right now, however, there are eight teams with bigger prorated schedule swings than the one the Rangers saw at the beginning of the season — and those swings could have a big impact on the remaining pennant races.

To provide some backdrop, the chart below ranks the league’s schedules, toughest to easiest, compared to an even .500 schedule.

The Diamondbacks have a pretty rough go of it. Outside of five games against the Padres, the other “worst” team they play is the San Francisco Giants. They have one series each against the division-leading Astros, Braves, and Cubs along with a pair of series against both the Dodgers and Rockies. If Arizona were chasing these teams for the division or Wild Card, their schedule would present them with a good opportunity for making up ground. Given their current status, however, it just means a lot of tough games down the stretch.

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Almost two months ago, I talked about how the Mariners were on a record pace for team Clutch. This is never a fun statistic to explain, since it’s rooted in win probability, which is already complicated enough, but in short, Clutch measures whether a player or team has done better or worse than expected in higher-leverage situations. A player who knocks in the game-winning run will have a high Clutch score for the day. The opposite would be true of the pitcher. The stat is hard to explain in a paragraph, but it still manages to be intuitive, if that makes any sense.

Since that post was written in early July, the Mariners have slumped and fallen well out of playoff position. Nevertheless, they’re still on pace to finish with the highest team Clutch score since 1974, which is as far back as our data goes. If you want to understand how exceptional the Mariners have been, you might consider this plot of all 30 team Clutch scores:

The Mariners are way out in front, with five extra wins even just compared to the next-most clutch team. Clutch performance explains why the Mariners have been able to overachieve their underlying numbers. But, you know, let’s look at that same plot again. Let’s just change what we highlight.

We can use this to talk about the Dodgers, too. Like the Mariners, the Dodgers presently find themselves several games removed from a playoff spot. Unlike the Mariners, the Dodgers were supposed to be good.

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