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Jack Flaherty and the Greatest Second Half

Before or during Jack Flaherty’s start today, viewers are likely to hear about his 0.91 second half ERA. It is the third-lowest second-half ERA since 1920. The second-lowest second half ERA belongs to Greg Maddux, who accomplished the feat in the strike-shortened 1994 season and pitched barely more than 50 second-half innings. The first belongs to Jake Arrieta, whose 0.79 ERA in the second half in 2015 propelled him to the Cy Young award. Of course, ERA alone doesn’t tell the whole story. For one thing, as with Maddux, it doesn’t show how many innings are being thrown. For another, different eras produce vastly different run-scoring environments. Pitching with a juiced ball or juiced players can make life more difficult for pitchers, rendering a lower ERA even more impressive. To that end, we can put Flaherty’s second half in perspective.

The easiest way to do so here at FanGraphs is to use RA9-WAR, which takes runs allowed, innings, and the run environment into account. Flaherty’s second-half RA9-WAR was 6.4, way out in front of Jacob deGrom’s second-place 4.8 mark. If you cut Flaherty’s RA9-WAR in half, he would still rank ninth in baseball since the All-Star Break. We have second-half splits going back to 1974; here’s where Flaherty ranks among the couple-thousand qualified second-half pitchers:

Best Second Half Performances by RA9-WAR Since 1974
Season Name Team Age RA9-WAR
1976 Vida Blue Athletics 26 6.9
1974 Fergie Jenkins Rangers 31 6.5
2019 Jack Flaherty Cardinals 23 6.4
1976 Don Sutton Dodgers 31 6.4
2004 Johan Santana Twins 25 6.3
1998 Roger Clemens Blue Jays 35 6.2
1998 Randy Johnson – – – 34 6.2
1985 John Tudor Cardinals 31 6.2
2015 Jake Arrieta Cubs 29 6.2
1975 Jim Palmer Orioles 29 6.2
1987 Roger Clemens Red Sox 24 6
1975 Gaylord Perry Rangers 36 6
1978 Ron Guidry Yankees 27 6
2000 Pedro Martinez Red Sox 28 5.9
1985 Dwight Gooden Mets 20 5.8

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Dodgers Take NLDS Game 1 with Two-Hitter

The Dodgers got their 2019 postseason off to a convincing start, blanking the Nationals 6-0 in a game that remained close longer than it should have. Walker Buehler earned his first postseason win, throwing six mostly strong innings marred only by a dicey fourth.

Hyun-Jin Ryu has been getting more attention where the Cy Young race is concerned by virtue of his league-leading 2.32 ERA, but with both Ryu and Clayton Kershaw now in their 30s, Buehler has more clearly become the team’s build-around pitcher. For the first time in his career, Buehler was given the Game 1 nod and responded by allowing just a single hit in six innings, while striking out eight. The scoreless outing brings Beuhler’s consecutive postseason scoreless innings streak to 16.2 innings; his last run allowed was a solo homer given up to Christian Yelich in the 2018 NLCS. The next time Buehler fails to strike out seven batters in a postseason game, it will be the first time.

The fourth inning was a very near thing for Buehler and the Dodgers. Only up 2-0 at that point in the game, Buehler threw 11 of his 13 fastballs outside of the strike zone, allowing all three of Washington’s walks in the game. The pitches weren’t a function of failing to get borderline strikes on the edge of the zone, either; five of the fastballs weren’t anywhere close to the strike zone, including two to Adam Eaton that would have been high balls to Manute Bol.

Buehler’s fourth inning a close call continued when facing Juan Soto with Adam Eaton and Anthony Rendon on-base. Soto put up a 1.000 OPS against right-handed pitchers in 2019, but he’s struggled against sliders with a .161 batting average and a .274 slugging against sliders from righties. Buehler left a tempting one right in Soto’s wheelhouse and Soto was just an eyelash away from fully crushing it. But after a Howie Kendrick walk, an easy groundout from Asdrúbal Cabrera left the bases loaded and the Nats scoreless.

Read the rest of this entry »


Postseason Players Missing a Ring in 2019

Not every player is fortunate enough to be on a team that wins a World Series. In the last few years, Adrián Beltré and Joe Mauer retired after distinguished careers without a championship, and it shouldn’t lessen what they accomplished. On the other side of the coin, Carlos Beltrán closed out his career with a championship in Houston, the icing on the cake and the cherry on top of a career that was already great. As we head into this year’s Division Series, there are a handful of players who have had very good careers without winning a title. Choosing a playoff team to root for can be difficult if your preferred squad isn’t participating; cheering for a player who deserves to be on a championship team seems as good a reason as any
to pick sides this October.

We’ll start with the position players. Here are the highest WAR totals for position players without a championship in the postseason:

Position Players Without a Ring
Name Team Age 2019 WAR Career PA Career WAR
Russell Martin Dodgers 36 1.2 6648 55.2
Josh Donaldson Braves 33 4.9 4476 41.4
Giancarlo Stanton Yankees 29 0.4 4897 39.3
Paul Goldschmidt Cardinals 31 2.9 5390 39.2
Ryan Zimmerman Nationals 34 0.1 7129 38.2
Nelson Cruz Twins 38 4.3 6939 37.5
Freddie Freeman Braves 29 4 5703 34.6
Edwin Encarnación Yankees 36 2.5 7945 34
Anthony Rendon Nationals 29 7 3927 32.7
Howie Kendrick Nationals 35 2.9 6321 31.3
Nick Markakis Braves 35 0.4 9180 29.2
Asdrúbal Cabrera Nationals 33 1.9 6836 27.5
Justin Turner Dodgers 34 3.4 3827 26
Brian Dozier Nationals 32 1.7 4884 24
Michael Brantley Astros 32 4.2 5120 23.8
Marcell Ozuna Cardinals 28 2.6 3861 20.3
Tyler Flowers Braves 33 2.1 2696 20.1

There aren’t any sure-fire Hall of Famers in this group, and there probably isn’t even a Carlos Beltrán type. Russell Martin will certainly merit some Hall of Fame consideration and his WAR total is well out in front of every other player. Giancarlo Stanton ranks third on this list and he still hasn’t played his age-30 season. Nelson Cruz has been incredibly close to a title before, while a group of Nationals have been on good teams, but never won. Josh Donaldson won an MVP in 2015; this will be his seventh playoff appearance with four different teams in the last eight years, but he has yet to play in the World Series. If we were to rearrange this list by plate appearances and include a few more players with under 20 WAR, it would look like this:

Position Players Without a Ring
Name Team Age 2019 WAR Career PA Career WAR
Nick Markakis Braves 35 0.4 9180 29.2
Edwin Encarnación Yankees 36 2.5 7945 34
Ryan Zimmerman Nationals 34 0.1 7129 38.2
Nelson Cruz Twins 38 4.3 6939 37.5
Asdrúbal Cabrera Nationals 33 1.9 6836 27.5
Russell Martin Dodgers 36 1.2 6648 55.2
Howie Kendrick Nationals 35 2.9 6321 31.3
Freddie Freeman Braves 29 4 5703 34.6
Kurt Suzuki Nationals 35 0.6 5628 10
Paul Goldschmidt Cardinals 31 2.9 5390 39.2
Gerardo Parra Nationals 32 -0.2 5183 9.4
Michael Brantley Astros 32 4.2 5120 23.8
Giancarlo Stanton Yankees 29 0.4 4897 39.3
Brian Dozier Nationals 32 1.7 4884 24
Josh Donaldson Braves 33 4.9 4476 41.4
DJ LeMahieu Yankees 30 5.4 4454 16.5
Matt Wieters Cardinals 33 -0.3 4387 17.4
Matt Joyce Braves 34 1.2 4138 17.1
Anthony Rendon Nationals 29 7 3927 32.7
Marcell Ozuna Cardinals 28 2.6 3861 20.3
Justin Turner Dodgers 34 3.4 3827 26
Tyler Flowers Braves 33 2.1 2696 20.1
Orange= Not in previous table

If you’re wondering how Nick Markakis has accumulated 2355 career hits, part of it is playing a whole lot of games. He’s made the playoffs with the Orioles and Braves, but never been that close to a title. Edwin Encarnación has played on winning teams in Toronto and Cleveland, but this is probably his best shot at a title. Ryan Zimmerman hasn’t contributed much this season, but got a crucial hit in Tuesday’s eighth inning rally and has been an important part of the Nationals franchise since he was drafted in the first round back in 2005.

While there might not be a ton of big names on the position player side, there are a few likely future Hall of Famers on the pitching side still chasing a ring:

Pitchers Without a Ring
Name Team Age 2019 WAR G IP WAR
Clayton Kershaw Dodgers 31 3.4 347 2274.2 64.5
Zack Greinke Astros 35 5.4 488 2872 60.5
Max Scherzer Nationals 34 6.5 365 2290 58.8
Stephen Strasburg Nationals 30 5.7 239 1438.2 36.7
Aníbal Sánchez Nationals 35 2.5 339 1895.1 31.3
Gerrit Cole Astros 28 7.4 192 1195 28.8
Patrick Corbin Nationals 29 4.8 205 1147.2 20.4
Kenley Jansen Dodgers 31 1.2 605 611.2 18.8
Masahiro Tanaka Yankees 30 3.3 164 1006.1 18.1
James Paxton Yankees 30 3.5 131 733 17.1
Homer Bailey Athletics 33 2.9 243 1393.2 16.4
Rich Hill Dodgers 39 0.9 284 937.1 16
Wade Miley Astros 32 2 249 1403.2 15.4
Hyun-Jin Ryu Dodgers 32 4.8 126 740.1 15.1

Unlike the position player list, almost everyone above is still a positive contributor this season. The only players below two wins are Kenley Jansen and Rich Hill. We’ve got two, and possibly three, Hall of Famers topping the list above. Kershaw and the Dodgers’ troubles in the postseason are well known, as the club has come so close the last few years. His former teammate Zack Greinke is looking for his title with Houston, as is Gerrit Cole. Max Scherzer has multiple Cy Young awards but no title. The entire Nationals playoff rotation is in the top seven, here. Two years ago, Justin Verlander ranked highly on this list before he helped the Astros and himself win a title for the first time. Jansen is the only reliever on this list, but if we look at all players with at least 400 games or 1,000 innings, we see a few more:

Pitchers Without a Ring
Name Team Age 2019 WAR G IP WAR
Fernando Rodney Nationals 42 0.4 951 933 8.6
Joakim Soria Athletics 35 0.9 710 703.1 14.7
Jerry Blevins Braves 35 0 609 495.1 3.9
Kenley Jansen Dodgers 31 1.2 605 611.2 18.8
Darren O’Day Braves 36 0.1 585 560.1 8.4
Zack Greinke Astros 35 5.4 488 2872 60.5
Jake Diekman Athletics 32 1 441 374 5.1
Adam Ottavino Yankees 33 1.3 439 479.1 6.7
Max Scherzer Nationals 34 6.5 365 2290 58.8
Clayton Kershaw Dodgers 31 3.4 347 2274.2 64.5
Aníbal Sánchez Nationals 35 2.5 339 1895.1 31.3
Rich Hill Dodgers 39 0.9 284 937.1 16
Wade Miley Astros 32 2 249 1403.2 15.4
Homer Bailey Athletics 33 2.9 243 1393.2 16.4
Stephen Strasburg Nationals 30 5.7 239 1438.2 36.7
Julio Teheran Braves 28 1.6 229 1360 13.7
Tanner Roark Athletics 32 2 213 1100.1 14.7
Patrick Corbin Nationals 29 4.8 205 1147.2 20.4
Kyle Gibson Twins 31 2.6 193 1087 13
Gerrit Cole Astros 28 7.4 192 1195 28.8
Jake Odorizzi Twins 29 4.3 191 1028.2 13.7
Masahiro Tanaka Yankees 30 3.3 164 1006.1 18.1
James Paxton Yankees 30 3.5 131 733 17.1
Hyun-Jin Ryu Dodgers 32 4.8 126 740.1 15.1
Orange= Not on previous list

Brett Cecil could technically be on this list, but he hasn’t played this season. Fernando Rodney is still going, while a handful of mid-30s relievers are all trying to achieve postseason success. Adam Ottavino was on the Cardinals in 2010 and was in the organization in 2011, but spent the entire season in the minors.

There’s no one right way to watch baseball or cheer for particular players or teams, but if seeing team accomplishments line up with great careers matters to you, you might consider pulling for the Dodgers, Nationals, and Astros. They all feature great pitchers with long careers still looking for a ring.


Díaz, Rays Slug Their Way to AL Wild Card Win Over A’s

In a postseason field dominated by the league’s foremost home run-hitting teams, the Tampa Bay Rays are one of a couple outliers. With 217 homers during the regular season, they ranked ninth out of the 10 playoff teams, and just 21st across all of baseball, one of just three playoff teams not to rank in baseball’s top eight in dinger-mashing prowess. But on Wednesday, they proved to be as capable as anyone of leaving the yard.

Yandy Díaz smashed a pair of solo homers, while Avisaíl García launched a two-run shot and Tommy Pham added a third, solo bomb as Tampa Bay silenced Oakland 5-1 in the American League Wild Card game at Oakland Coliseum. The Rays will face the World Series favorite Houston Astros in the ALDS beginning on Friday.

The home run heroics got started before many fans in Oakland were probably able to find their seats. Leading off the game, Díaz worked a 3-1 count against A’s starting pitcher Sean Manaea before getting a fastball high and outside, and hammered the pitch over the opposite field fence in right to push the Rays in front. Manaea settled in to strike out the next three hitters, but he wasn’t able to hold off further damage for long. He surrendered a leadoff single to Matt Duffy to start the second, and after falling behind García 2-1, attempted to even the count once more with another fastball out and over the plate. García punished it.

With an exit velocity of 115 mph, Garcia’s homer was the hardest-hit ball by a Rays player ever recorded by Statcast. And they were just getting started. Díaz made his second plate appearance of the game leading off the third inning, and made it look exactly like the first one. Read the rest of this entry »


Twenty-Seven Outs to Go: The Nationals Win a Thriller

Outs are a scarce resource. Of all the insights the sabermetric movement has bequeathed, that one looms largest in a game like this, when an entire season hangs in the balance on every pitch. From the second that Yasmani Grandal’s line drive sailed over the right field wall for a two-run homer in the first, the Nationals were on notice:

You are losing. You only have 27 outs to fix it.

A month ago, Brandon Woodruff seemed an unlikely October hero. Not only were the Brewers fading, but Woodruff’s continued absence helped explain why. The righty went down with a strained oblique in late July, and didn’t return until the season’s final weeks. Even when he climbed back on the bump in September, the Brewers were cautious, limiting him to four innings across two late-season starts.

On the big stage, he could not have looked more in form. His heater, one of the fastest in the game on a normal night, reached triple digits and sat just a tick lower. He was amped from the first pitch, and where Max Scherzer tossed a shaky first inning, Woodruff looked settled. In mere minutes, he induced a groundout, a whiff, and a pop up.

Twenty-four outs to go. Read the rest of this entry »


ZiPS Playoff Probabilities Are Live!

For your prognosticating convenience, we’ve created a new, live section of the playoff odds page to house the ZiPS projections for each game of the postseason. These projections are a supplement to the normal FanGraphs Playoff Odds. They are not a replacement for the existing ones, which combine ZiPS and Steamer. These projections are arrived at similarly to how ZiPS does the roster strength projections during the regular season, only with roster constructions that reflect the very different way players are used during the playoffs. Unlike the regular season model, ZiPS uses projected starters in order to make a more accurate, game-by-game projection; during the regular season, ZiPS uses the actual schedule, but without knowledge of which player will start each game.

To aid in modeling these probabilities, the full model of ZiPS is used, which includes updated split projections in order to (hopefully!) enhance the projections’ accuracy. There’s obviously a great deal of speculation as to who will start these games; these odds will be updated continually as we get closer to first pitch. Projections for the Division Series that will be played against the respective Wild Card winners will populate after the Wild Card games have concluded. For the moment, you’ll see their tabs grayed out. Read the rest of this entry »


Verlander’s Twin Milestones Cap a Year of Record Strikeouts

In a season that had already seen strikeout rates and totals reach unprecedented highs, Justin Verlander helped himself to not one but two impressive, K-related milestones on Saturday night against the Angels in Anaheim. With his fourth-inning strikeout of Kole Calhoun, he became the 18th pitcher to reach 3,000 for his career, and the second this season after CC Sabathia. Two innings later, he whiffed Calhoun again for his 300th (and final) strikeout of the season. The two milestones — which had been paired in a single game once before, by the Diamondbacks’ Randy Johnson on September 10, 2000 against the Marlins — added a couple more bullet points to his case for a second AL Cy Young award, but they also served to remind us what a silly season it’s been for swings and misses.

After leading the AL for the fifth time last year with a career-high 290 strikeouts, Verlander began this season 294 short of 3,000, a distance that suggested that the 36-year-old righty would need until early in the 2020 season to reach the milestone. That still appeared to be the case when I checked in on him on May 1, in the context of Sabathia joining the 3,000 club; on June 24, when I wrote about Verlander dominating despite so many home runs surrendered; and on August 16, when I checked in on the progress of several stars who had enhanced their Hall of Fame cases this year. At that last juncture, Verlander was averaging 12.0 strikeouts per nine and needed 77 to reach 3,000. Figuring six innings and thus eight strikeouts per start, times eight starts — either actual or their equivalent via shorter late-season outings as the playoffs approached — my back-of-the-envelope math suggested he’d fall short.

The night that last piece was published, Verlander whiffed 11 A’s in seven innings, though he wound up on the losing end of a 3-2 game. It was his sixth straight game with at least 10 strikeouts, already a personal best, and he pushed the streak to seven games with an 11-strikeout complete game against Detroit on August 21 — yet another loss, however, as the two hits he surrendered to the Tigers, both solo homers, were enough to topple him. Two starts later, he punched out 14 Blue Jays while notching his third career no-hitter, and despite generally drawing down his pitch counts over his last four starts — 106 pitches on September 12 versus the A’s, 87 on September 17 versus the Rangers, 92 on September 22 against the Angels, and then just 80 on Saturday night — he had two more starts with double-digit K’s and totaled 36 over his final 23 innings. Where my estimate from mid-August to the end of the season was for 48 innings and 64 strikeouts, he instead threw 60.1 innings with 83 strikeouts. His rate per plate appearance rose from 34.5% (with a 5.4% walk rate) prior to August 16, to 38.7% (with a 3.7% walk rate) from that point onward. While the Tigers and Rangers both finished among the majors’ top five in batter strikeout rates, the A’s and Angels were in the bottom seven, so it’s not like Verlander had a particular advantage down the stretch. His was an impressive rally. Read the rest of this entry »


Marcus Semien’s Defense Is a Team Effort

Let’s start with the obvious: Defense hasn’t been the big surprise of Marcus Semien’s 2019. That story was written a few years ago. The big surprise of Semien’s 2019 has been that in consequence of a .373 wOBA and 7.5 WAR, he has precisely doubled the value he produced last year in the second-best season of his seven-year career. I wrote about Semien’s offensive breakout in May, noting his much-improved plate discipline, and suggesting that its probable cause — a change in approach at the top of the strike zone — augured continued success. Dan Szymborski picked up the thread in July, finding much the same, and also discussing Semien’s defense at some length. Dan concluded:

[D]efensive numbers are volatile, so having a second year of improved defensive numbers significantly betters the chances that Semien’s reinvention with the glove is for real. That the improvement is largely driven by error rate is an even more promising development because though errors themselves aren’t a great measure of defense, error runs tend to be more predictive on a year-to-year basis than range runs. This isn’t surprising given that range numbers necessarily have to jump into evaluating theoretical plays that never happened. In error runs, Semien’s +4.6 ties with Paul DeJong for the best in baseball at any position in 2019. If he continues on this pace, he will have added roughly 20 runs compared to the 2015 season, simply from avoiding errors.

Going into the final day of the season, Semien was +6.9 ErrR, which put him 19.5 runs ahead of 2015’s abysmal mark, and contributed no small amount to his overall WAR figure (which, incidentally, Dan optimistically projected for six runs in July, and which Semien blew past in August). In this piece, I want to pick up on something a commenter on Dan’s piece pointed out: that the major improvement in Semien’s defensive numbers came not right after his much-ballyhooed 2015 heart-to-heart sessions with Ron Washington, but over the course of 2017 — right when Matt Chapman became the A’s everyday third baseman.

Marcus in the Field
Year ErrR DRS UZR/150
2015 -12.6 5 -12.2
2016 -3.5 -6 -5.5
2017 0.5 -9 -6.2
2018 0.0 9 6.4
2019 6.9 3 5.0

Read the rest of this entry »


Prospect Dispatch: Cuban Right-Hander Norge Carlos Vera

On Saturday, I joined upwards of 20 scouts gathered behind the plate at Ramapo College in Mahwah, New Jersey to watch RHP Norge Carlos Vera throw live against 12 batters. The 19-year-old Cuban was originally on the list of players who would have been eligible to sign with a major league club on July 2 before the Trump administration reversed the Obama-era United States-Cuba détente.

Vera’s father, Norge Luis Vera, is a former Cuban National Series star who pitched for Santiago de Cuba. He was a member of three Cuban Olympic teams, winning two silver medals (2000 in Sydney and 2008 in Beijing) and a gold medal (2004 in Athens) and holds the all-time Cuban National Series record for postseason wins, with 32. He also got the win in an exhibition game against the Orioles on May 3, 1999 at Camden Yards, going seven innings in a contest that also featured José Contreras pitching for Cuba.

The younger Vera debuted in the Cuban National Series – Cuba’s highest level of professional baseball – as a freshly-turned 18-year-old in August 2018, throwing seven scoreless innings against Granma, a team that had a cumulative wOBA of .372 heading into the outing. He was the second youngest member of the 2019 Cuban National Team that came to the northeast part of the United States to play against independent Can-Am League teams this summer. He defected while in New Jersey in late June or early July, shortly after striking out seven New Jersey Jackals hitters in four innings.

Kiley spoke with an international scout that was one of a relatively few at that start and Vera was 91-94, hitting 96 or 97 mph depending on the gun, mixing four average or better pitches for a starter look. He has since been training in northern New Jersey with former minor league pitcher Doug Cinnella. Read the rest of this entry »


How Félix Hernández Redefined the Modern Changeup

Félix Hernández didn’t always throw his signature changeup. When he was a teenager coming up through the Mariners organization, his best pitches were his electric fastball and a nasty curveball. That breaking ball has stuck with him in some form or fashion throughout his career, but his changeup was an afterthought until around 2009, the year before he won the Cy Young award. Since then, his cambio has become almost synonymous with his approach as a pitcher.

The changeup has existed in the game as long as pitchers have been trying to disrupt the timing of the opposing batter. But Félix’s changeup was unlike any that had come before. “There is no one in baseball that throws a Félix Hernández changeup — no one,” Brandon Moss told Sports Illustrated back in 2014. What made it so unique was it’s combination of high velocity and elite vertical movement. He threw it around 90 mph when almost no one else in baseball was throwing a changeup that hard. Conventional wisdom assumed that the velocity differential was the most important aspect of a good changeup. Afterall, what better way to disrupt the timing of a batter than to throw two pitches with a significant gap in speed even though they look the same out of the hand.

Based on Harry Pavlidis’s research into effective changeups, we know that a large velocity differential is beneficial for inducing swings and misses. But he also found that changeups with good separation from the fastball by movement can also be effective. Félix’s cambio had the high velocity of a fastball — and the resulting small differential — but it dropped off the table like a splitter. Read the rest of this entry »