Archive for Daily Graphings

ALCS Rainout a Mixed Bag for Pitchers

The Yankees and Astros both won over 100 games in the regular season but nobody beats Mother Nature. When a rainstorm causes cool terms like “bomb cyclone” or “explosive cyclogenesis” to be bandied about, you know you’re not expecting a light drizzle. Yankee Stadium is currently dry, but with a system the size of the mid-Atlantic barreling up the coast, it didn’t make sense for MLB to pretend that tonight’s ALCS Game 4 was going to take place. Just look at the radar, courtesy of the National Weather Service:

Yikes. The rain provides the Yankees and Astros with an extra off-day now at the expense of losing an off-day between a possible Game 5 and Game 6. This isn’t a big deal for the hitters, but it will result in some revised pitching plans. In a five-game divisional series, teams can generally muddle through with a three-man rotation. Due to the 2-2-1 format, no team plays on three consecutive days, and while the Game 1 starter would have to pitch Game 4 on short rest, the Game 2 starter can pitch in a possible rubber match on normal rest. This extra rest gives teams the flexibility to either stretch their best three starters or, as the Nationals demonstrated, use starting pitchers in relief more aggressively.

But short of baseball going to some kind of impractical 2-2-1-1-1 format, that doesn’t quite work in a seven-game series. So unless you’re going to have your entire rotation do it 1930-style, you’ll need to use a fourth starter. That isn’t an ideal situation for either the Yankees or the Astros. From a pure projection standpoint, it’s actually doesn’t move the probabilities. The Astros get an immediate benefit in that they avoid a Bullpen vs. Bullpen Game 4; ZiPS takes bullpen depth into consideration and Yankees enjoy a significant projected edge in any such bullpen game. Before the rainout, ZiPS projected the Yankees to have a 56%-44% edge in a home bullpen duel, so it’s a nice game to delay if you’re Houston.

The problem you run into with this model is that the rainout doesn’t really add an extra day of rest, it simply moves it. Since there are only two days of rest for a Game 4 starter to pitch in Game 7 now, both teams end up repeating the dilemma of either using a fourth starter — particularly problematic for the Astros — or going with a bullpen game. Read the rest of this entry »


Howie Kendrick Is the Kind of NLCS MVP You Want to See

This could be the story of a kid with an awkward swing getting cut from his junior college ball team and never playing again, but it isn’t.

This could be the story of a rookie who debuted with the Angels by starting a slick double play, but never learned to hit, got sent back to the minors, and lived out the rest of his baseball days eating peanut butter and jelly and not hearing the phone ring.

But it’s not that either.

This could be the story of a young player who got spread too thin as his team experimented with playing him all over in the infield. “Things happen everyday in baseball,” Howie Kendrick told the L.A. Times in 2006. “One day I might be an outfielder. I’m open to moving anywhere.” And he did. He’s played 190 games in the outfield, so far.

This could be the story of a talented hitter trapped behind a middle infield logjam at the top of the Angels’ farm system. Or buried in their lineup under 700 pounds of struggling sluggers named Albert Pujols, Josh Hamilton, and Mark Trumbo.

Or a debatable starter who became the smiling face on the poster for “Batting Average Doesn’t Tell the Whole Story.” Or a veteran infielder relegated to the corners, sideswiped by strained hamstrings and a sore abdomen.

But it’s not any of things. Not entirely, anyway. Read the rest of this entry »


The Stars Aligned for the Nationals

With their sweep of the St. Louis Cardinals, capped off by a 7-4 win last night, the Washington Nationals are bringing the World Series back to the nation’s capital for the first time since 1933.

No team gets to the World Series without their fair share of luck, and the Nationals certainly have seen things go their way so far this October. But at the end of the day, talent reigns supreme. It shouldn’t come as a surprise to you that the Nationals were a superior team to the Cardinals. They produced 48.3 WAR this season, more than 10 wins above the Cardinals’ aggregate of 37.9. Washington’s hitters produced a wRC+ eight points higher than St. Louis’; their pitchers produced a FIP- six points lower. The Nationals were simply better across the board. What’s arguably most exciting for fans in Washington is that their top talent has stepped up when things have mattered most.

One of my favorite statistics to follow during the postseason is Championship Win Probability added, or cWPA, housed on the website The Baseball Gauge. It’s very similar to WPA in that it calculates how each plate appearance during every game has changed each team’s odds of winning the World Series. The Ringer’s Ben Lindbergh has covered cWPA in the past, such as in this piece about players who made late-season debuts and contributed to a postseason run, or in this one when analyzing the relative “mundanity” of the 2018 World Series. As you might expect, Nationals players are dominating in cWPA this postseason. Four of the top five individual cWPA leaders don the Nationals’ red, white, and blue: Read the rest of this entry »


For the Nationals, a Bumpy Road Led to a Beautiful Place

The Washington Nationals are World Series bound following Tuesday night’s sweep-completing 7-4 win over the St. Louis Cardinals. They couldn’t be much hotter. Since a September 18 loss to the team they just vanquished, the Dave Martinez-managed Nationals have won 18 of their last 21 games.

How remarkable was their turnaround from the 19-31 start that had Martinez firmly in the crosshairs? The 2005 Houston Astros, the 1973 New York Mets, and the 1914 Boston Braves are the only other teams to have made it to the World Series after being 12 games under .500 at any point during the season.

The Cardinals deserve some credit of their own. The Mike Shildt-skippered squad went 47-27 in the second half, then beat the favored Braves in the NLDS. They simply had the misfortune of running into a pitching-rich Nationals team that has now punched its ticket to the Fall Classic.

Here are perspectives from participants on each side, gathered prior to, and after, Games 3 and 4.

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Following Game 3, I asked Martinez about team’s confidence level, which is undoubtedly the highest it’s been all season. With the early-season struggles in mind, just how important is confidence to a team’s success? Read the rest of this entry »


Let’s Consider a Few More Questionable Intentional Walks

Last week, I wrote about some intentional walk decisions that merited further scrutiny. One of them was pretty bad and one of them was a little bad, but both managers advanced to the NLCS — and now, like clockwork, we have more intentional walk decisions to analyze. Playoff baseball is predictable like that, even as it’s unpredictable in other ways.

Let’s take these two chronologically. The Yankees had their backs against the wall, down 2-0 against Gerrit Cole to start the seventh. It got worse quickly, with two of the first three runners reaching base. That gets us to our situation; second and third, one out, and Alex Bregman at the plate facing Adam Ottavino. Aaron Boone put up four fingers; he chose to face Yuli Gurriel rather than Bregman.

The surface level math on this one doesn’t look that bad for Boone. The trail runner here simply doesn’t matter that much; if Bregman scores, it’s 5-0, and three innings to score five runs is a tall task against Gerrit Cole and the best relievers the Astros can muster. To approximate the lower run-scoring environment they’re facing, I lowered the run environment in our WPA Inquirer to 4.5. The decision hardly hurt the Yankees; their odds of winning fell from 12.3% before the walk to 12.0% afterwards.

When an intentional walk only costs 0.3% of win expectancy when ignoring batters, it’s more often a good one, and a cursory look at Bregman and Gurriel’s wOBA agrees with that. That doesn’t even add in platoon splits; Gurriel has a reverse split in his major league career, and even regressing it back to the mean leaves him only 3% better against lefties than righties. Bregman, meanwhile, clocks in at 6.8% better against lefties than righties post-regression.

Put that all together, and Gurriel’s projected wOBA against Britton (accounting for Britton’s own splits) comes out to .314, while Bregman’s is .372. Given that the Yankees gave up so little win expectancy by putting Bregman on, the back-of-the-envelope math makes the decision obvious. The team would need to face a batter who projected to be at least 31 points of wOBA worse than Bregman to make the decision worth it, and Gurriel is 58 points worse. Good intentional walk! Read the rest of this entry »


Houston Takes 2-1 ALCS Lead as Cole Escapes Jams, Astros’ Bats Reach Orbit

NEW YORK — The Yankees had their chances against Gerrit Cole on Tuesday afternoon, golden opportunities of the type few if any of the 29-year-old righty’s opponents saw this season — the type that can haunt a team if it fails to convert them. The Yankees could not, stranding nine baserunners through the first five innings and going 0-for-6 with runners in scoring position. Though less dominant than usual, the Astros’ co-ace wriggled out of jam after jam, and may have gotten the benefit of a de-juiced baseball when a fifth-inning Didi Gregorius drive that appeared destined to become a Yankee Stadium short porch special — a potential three-run homer that would have erased Houston’s 2-0 lead — died at the wall in right fielder Josh Reddick’s glove. Meanwhile, Reddick and José Altuve each homered off starter Luis Severino, helping to power the Astros to a 4-1 victory in Game 3 of the ALCS, giving them a two games to one lead.

As noted in my piece on Cole, throughout his otherwise incredible season, he was at his most vulnerable in the first inning, allowing 16 runs in 33 starts, a rate of 4.36 per nine innings. As the shadows stretched across the diamond in the Bronx, the Yankees were poised to add to that litany when leadoff hitter DJ LeMahieu singled up the middle on Cole’s fifth pitch, and Aaron Judge followed with a shift-beating single to right field. Through the entire season, Cole had given up just seven hits before recording his first out, and only once (April 20 against the Rangers) allowed back-to-back hits to start a game. Here he recovered to retire Brett Gardner on a routine fly ball and Edwin Encarnación on a popup, then walked Gleyber Torres on four pitches, producing just the ninth bases-loaded situation he faced all year. His first-pitch curve to Gregorius, however, produced a harmless groundout.

The Yankees had another chance in the second inning, when with two outs, Aaron Hicks — starting his first game since August 3 after suffering a right flexor strain that was believed to be season-ending — battled his way to a 10-pitch walk, and LeMahieu smacked the next pitch up the middle for a single. Cole escaped by fooling Judge with a mix of curves and sliders, striking the big slugger out chasing one of the latter, low and away. Eleven batters into his start, the pitcher who punched out 326 hitters this year finally recorded his first K of the day.

“I actually think the beginning of the game he had a hard time finding his stuff and finding his tempo, his rhythm,” said manager A.J. Hinch afterwards. “He was still getting through his outing, made some really big pitches, had some pressure on him.” Read the rest of this entry »


So You’re Starting Dakota Hudson in an Elimination Game

With the Cardinals’ offense held to two runs across the first three games of the NLCS against the Nationals, the team has dug themselves a hole. The odds of the Cardinals winning four straight games aren’t high; our standard odds give the Cardinals a 3.1% chance at taking the series with ZiPS’ method going a bit higher at 4.9%. Winning four games in a row against a good opponent isn’t impossible. Just a few weeks ago the Cardinals pulled off a four-game sweep to solidify their playoff position. Back in April, the team completed a four-game sweep of the Dodgers and later that month, they won the first three of a four-game set against the Nationals. If Cardinals were to do the same now, they would force a Game 7. But that St. Louis has done something similar doesn’t change the current situation, which is dire, and the team isn’t helped by the fact that they have to turn to their fourth-best pitcher tonight when a loss ends the season.

Tonight’s start isn’t Dakota Hudson’s first with the Cardinals facing elimination. Just a week ago, he took the mound with St. Louis down two games to one against Atlanta. Hudson lasted four and two-thirds innings and gave up four runs, though three of those runs were the product of poor defensive play. The Cardinals eventually rallied to win that game in 10 innings and then blew the Braves out in Atlanta to advance to the NLCS. Hudson’s performance in that start was fairly typical for him, with a low number of strikeouts, a couple of walks, and what would have been a low run total if the normally stout Cardinals defense had supported him.

Tonight’s game isn’t likely to turn on the performance Hudson provides, given the offensive offensive performances by St. Louis so far, but if the Cardinals are going to extend the series, it’s important that their starter keep them in the game. Hudson’s profile is unique and he’s been a near-perfect fit for the Cardinals this season. Looking at various WAR metrics, his 1.0 WAR indicates mediocrity. If we were to use WAR based on his .335 xwOBA, we’d see a similar result. Over at Baseball-Reference, he’s put up a 2.2 WAR, a roughly average pitcher. Baseball Prospectus sees a similar 2.4 figure.

Where Hudson separates himself from that mediocrity is in our RA9-WAR, where he has put up a 3.4 mark this season, which ranks 18th in the National League. Given what all the other WAR metrics say about Hudson, along with his low strikeout totals and high walk rate, it’s not a stretch to say that his 3.4 RA9-WAR inflates his talents a bit. However, it also wouldn’t be a stretch to say that Hudson combined with the Cardinals defense is one of the 20-best pitchers in the NL. Hudson couldn’t move to Queens with the Mets infield defense and be that pitcher, but with Kolten Wong, Paul DeJong, Paul Goldschmidt and Tommy Edman (or Matt Carpenter), he gets the results of a good pitcher. Hudson has one elite skill, and he and the Cardinals combine to get outs at a very high rate. Read the rest of this entry »


Brian McCann’s Great Career and Fascinating Hall of Fame Case

Atlanta’s Game 5 loss to St. Louis last week marked not only the end of a season, but also the end of an era, as Braves catcher Brian McCann announced his retirement after the contest. It came without much warning: McCann hadn’t tipped his hand publicly and he certainly could have found work in 2020 had he wanted to play. For a man who mostly kept quiet away from the diamond, his understated goodbye was a fitting conclusion to a great and perhaps under-appreciated career. While at times overshadowed by others at the position, McCann was one of the game’s premier catchers for more than a decade. His steady production at the plate and prowess with the glove made him a star — and an intriguing test case for Cooperstown.

McCann was Atlanta’s second-round pick out of Duluth High School in Georgia in 2002, a prequel of sorts to the club’s strategy of locking down home-state talent in the draft later that decade. High school backstops are a notoriously risky player pool, but McCann bucked the odds and blossomed into one of Atlanta’s top prospects almost immediately. He was one of the best players in the Sally League as a 19-year-old, and he slugged nearly .500 in the pitcher-friendly Florida State League a year later. He then proved equal to the Double-A test in 2005. Fifty games into the season, he’d walked nearly as often as he’d struck out and with good power to boot. Stuck in third place and receiving little production from their catchers, Atlanta summoned him to the big leagues that June. (The minor league skipper who delivered the good news? None other than Brian Snitker.)

McCann made his debut at 21 years old and homered in his second game. True to form, he circled the bases quickly and unemotively, not even cracking a smile until he’d reached the dugout. By mid-August, he’d claimed the starter’s job. He finished his first campaign with a respectable .279/.345/.400 line (93 wRC+) and clubbed two more home runs in the NLDS that fall. His quick success prompted the Braves to anoint him their catcher of the future and dispatch Johnny Estrada, an All-Star the previous year, to Arizona for bullpen help.

McCann immediately rewarded Atlanta’s show of faith. In 130 games, he hit .333/.338/.572 (142 wRC+) and led all National League catchers with 4.3 WAR. That kicked off a 12-year run in which he was one of the league’s best-hitting backstops. Over that span, he made seven All-Star teams and won six Silver Slugger Awards. We didn’t realize it at the time, but McCann was legitimately one of the best and most consistent players in baseball at his peak:

Brian McCann’s Peak Production
Year BA OBP Slugging wRC+ DRS WAR
2008 .301 .373 .523 135 47.1 8.6
2009 .281 .349 .486 119 36.9 6.3
2010 .269 .375 .453 123 38.0 6.7
2011 .270 .351 .466 122 40.3 6.9

Read the rest of this entry »


Everything’s Coming Together for Gerrit Cole

No pitcher has ever been in quite the position that Gerrit Cole is. The 29-year-old righty with the triple-digit heat has yet to win or even reach the World Series, but his Astros are still favored to beat the Yankees in the ALCS, and he’ll have more than a little influence over that outcome, beginning with Tuesday afternoon’s Game 3 start. Meanwhile, though he has yet to win the AL Cy Young award, after a season in which his 326 strikeouts, 2.50 ERA, 2.64 FIP and 7.4 fWAR all led the the American league, Cole is at the very least a co-favorite alongside teammate Justin Verlander. Before we know the answer to whether he’ll claim the latter piece of hardware, he will reach free agency, putting him in position to ink the largest deal ever for a pitcher.

That could make for an impressive trifecta, and one whose only precedent comes with an asterisk. In December 1974, at the end of a season in which he helped the A’s to their third straight championship and claimed the AL Cy Young award on the basis of a 25-12 won-loss record with a 2.49 ERA, Catfish Hunter had his two-year, $200,000 contract with Oakland voided by a three-person arbitration panel after owner Charlie Finley failed to make deferred annuity payments in a timely fashion as stipulated by the deal. Every team except the Giants attempted to woo the sudden free agent, who on December 31, signed a record-setting five-year, $3.2 million deal with the Yankees. A year later, that same panel, comprised of MLB Player Relations Committee chief negotiator John Gaherin, MLBPA Executive Director Marvin Miller, and impartial chairman Peter Seitz, would rule in favor of pitchers Andy Messersmith and Dave McNally, nullifying the reserve clause and creating free agency as we know it.

Since then, only four hurlers have had their Cy Young awards line up with free agency:

  • Rick Sutcliffe, following a 1984 season in which he went 16-1 after a trade from the Indians, helping the Cubs to their first postseason berth since 1945. He re-signed with the Cubs via a five-year, $9.5 million contract that briefly made him the game’s highest-paid pitcher, and went on to make a pair of All-Star teams during the deal, first in 1987, when he placed second in the NL Cy Young race, and again in 1989, when he helped the Cubs win another NL East title.
  • Mark Davis, following a 1989 season in which his he posted a 1.85 ERA and an NL-best 44 saves for the Padres. He signed a four-year, $13 million deal with the Royals, but quickly descended into replacement-level territory.
  • Greg Maddux, following a 1992 season in which he went 20-11 with a 2.18 ERA for the Cubs. Rejecting an offer from the Yankees that was reportedly worth $6 million more, he instead accepted a five-year, $28 million deal to join Tom Glavine and John Smoltz with the Braves. He won the next three Cy Youngs as well, while helping Atlanta to a 1995 championship plus pennants in ’96 and, after signing a five-year extension in mid-’97, again in ’99.
  • Roger Clemens, following a 2004 season in which he’d joined the Astros, having been lured out of retirement by close friend and former Yankees teammate Andy Pettitte’s decision to sign with Houston. Pitching on a one-year, $5 million deal, Clemens proceeded to go 18-4 with a 2.98 ERA and 218 strikeouts at age 41 en route to his record seventh Cy Young award and his 10th All-Star selection. He re-signed with Houston on a one-year, $18 million deal (a single-season record for a pitcher), lowered his ERA to 1.87, made another All-Star team, and helped the Astros to their first World Series.

Read the rest of this entry »


Like a Team Possessed: It’s the Nationals’ Turn Now

In the first ever NLCS game at Nationals Park, it took Stephen Strasburg four minutes to get through the top of the first.

This was not news. This postseason, the Nationals’ pitching staff has functioned like a predator perfected by nature, having adapted to years of playoff experience as the prey, maybe sporting a few scars, maybe missing an eye, but understanding at this point that the only way to win is to tear the other team’s heart out before they even start reaching for yours.

The next inning, another crucial component of the Nationals was on display. Cardinals starter Jack Flaherty got buzzed by a Trea Turner comebacker that Kolten Wong managed to snare and, going the other way, successfully bounce-passed to Paul Goldschmidt at first. Adam Eaton punched a casual liner to left, where it hung up just enough for Marcell Ozuna to get a glove under it. It was one of the few times on the evening Ozuna looked like he knew how to use it.

Already down 2-0 in the series, it was apparent after only two batters that the Cardinals could only hope to throw themselves on the Nationals, praying a heaping mass of nine men would be enough to smother the crackling Washington lineup, since their own offense was apparently only ever four minutes away from being off the field. It would take every defensive instinct the Cardinals had to stand up against the forces guiding the Nationals, as even getting their first two outs of the game had been a pair of adventures. Read the rest of this entry »