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How Well Do Our Playoff Odds Work?

It’s the time of year when folks doubt the playoff odds. With the St. Louis Cardinals going from 71-69 long-shots to postseason clinchers, and the rollercoaster that is the American League Wild Card race, you’ve probably heard the skeptics’ refrains. “You had the Jays at 5%, and now you have them at 50%. Why did you hate them so much?” Or, hey, this tongue-in-cheek interview response that mainly makes me happy Adam Wainwright reads our site:

In that generic statement’s defense, it really does feel that way. In your head, 5% rounds to impossible. When the odds say “impossible” and then the season progresses to a point where outcomes are far less certain, what other impression can you take away than “these odds were wrong”?

I feel the same way from time to time. Just this year, the Cardinals and Blue Jays have been written off and then exploded back into contention. St. Louis bottomed out at 1.3% odds to make the playoffs – in August! It’s not quite negative 400 percent, but it sure feels that way. Can it really be that those odds were accurate, and that we just witnessed a one-in-100 event?

To investigate this question, I did what I often do when I don’t know where to turn: I bothered Sean Dolinar. More specifically, I got a copy of our playoff odds on every day since 2014, the first year when we calculated them using our current method. I left out 2021, as we don’t have a full season of data to use yet, but that still left me with a robust (some would say too robust) amount of data. Read the rest of this entry »


The Fascinating and Still Unsettled NL MVP Race

With five days remaining in the 2021 regular season, it’s abundantly clear that there won’t be much clarity offered in the National League Most Valuable Player race. Yes, Bryce Harper’s Phillies still have a mathematical shot at a postseason spot per our Playoff Odds, unlike Fernando Tatis Jr.’s Padres and Juan Soto’s Nationals, but not everybody is of the belief that an MVP needs to hail from a postseason-bound team or even a contender.

From a practical standpoint, it’s usually the case that an MVP does hail from such a team; in the Wild Card era (1995 onward), 42 of 52 (80.8%) have done so. The tendency shows an upward trend, the degree of which depends upon where one sets the cutoff. For example, three out of 18 MVPs from 1995-2003 missed the postseason, and likewise three of 18 from 2004-12, but four of 16 from 2013 onward; it’s just as accurate to say that from 1995-2004, four of 20 missed the playoffs, dipping to two of 20 from 2005-14 and then four of 12 since. Either way, all-time greats Larry Walker (1997), Barry Bonds (2001 and ’04), Albert Pujols (2008), Alex Rodriguez (2003) and Mike Trout (2016 and ’19) account for the vast majority of those exceptions, with Ryan Howard (2006), Harper (2015), and Giancarlo Stanton (2017) rounding out the group. That Rodriguez, Stanton, and Trout have doubled the all-time total of MVPs who have won while hailing from sub-.500 teams — a list that previously included only Ernie Banks (1958 and ’59), Andre Dawson (1987), and Cal Ripken Jr. (1991) — is perhaps the more notable trend, with Shohei Ohtani likely to increase that count this year. Effectively, that’s a green light for Soto’s late entry into the race, and also worth pointing out with regards to Tatis, as the Padres slipped to 78-79 with Tuesday night’s loss to the Dodgers.

From a practical standpoint, it’s also true that the notion of value is extensively tied to the things that can be measured via Wins Above Replacement. As old friend Eno Sarris noted at The Athletic (in an article on the value of Ohtani’s roster spot that’s well worth a read), in the past 14 years, only two MVP winners were not in their league’s top three by FanGraphs’ WAR, namely Jimmy Rollins in 2007, and Justin Verlander in ’11. Read the rest of this entry »


Ryan Mountcastle Talks Hitting

Ryan Mountcastle has a relatively straightforward approach to hitting. To say that it works for him would be stating the obvious. Since debuting with the Baltimore Orioles in late August of last year, the 24-year-old first baseman/outfielder has gone deep 37 times in 706 plate appearances. There are admittedly swing-and-miss issues — Mountcastle’s 26.1 K% is less than ideal — but his .273/.326/.492 slash line and 118 wRC+ are rock solid for a player with barely more than a full season under his belt. Power is Mountcastle’s calling card. Earlier this month, the former first-round pick set an Orioles rookie record for home runs in a season when he left the yard for the 29th time. He’s since added three more.

Mountcastle talked hitting on a recent visit to Fenway Park.

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David Laurila: Let’s start with one of my favorite ice-breaker questions: Do you view hitting as more of an art, or as more of a science?

Ryan Mountcastle: “Man, that’s tough. I would say more of an art. Everybody’s got their own swing, and everybody’s got their own mindset when it comes to hitting. So I think it’s more of an art for each person, how they picture it in their minds.” Read the rest of this entry »


Team Entropy 2021: Still on the Table(s)

This is the fourth 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.

We’re down to the final six days of the 2021 regular season, and while the National League picture has cleared up somewhat thanks in part to the Cardinals’ 16-game winning streak — the Padres and Mets have finally been put out of their misery — the America League Wild Card picture is still rather dizzying, as Dan Szymborski can attest. The good news is that we’ve still got a substantial chance at bonus baseball, which is what this series is all about. Let’s dive in.

NL West and NL East

While the Brewers have officially clinched the NL Central, the Senior Circuit’s other two divisions remain in play. In the NL West, the Dodgers (100-56) suffered a stunning loss to the Diamondbacks on Saturday while the Giants (102-54) beat the Rockies, restoring San Francisco’s division lead to two games. In this unbelievable race, San Francisco has gone 37-15 since the start of August, allowing Los Angeles (37-13) to gain just one game in the standings.

Even with Brandon Belt now out due to a broken thumb, the Playoff Odds give the Giants an 83.4% chance of bringing this one home, because they not only have the lead but the easier schedule the rest of the way, as they finish by playing host to the Diamondbacks and Padres while the Dodgers host the Padres and Brewers. If the Dodgers do make up the ground and tie but don’t overtake the Giants, the tiebreaker game — which has a 13.9% chance of being necessary according to our Playoff Odds Tiebreaker page — would be played in San Francisco on the basis of their 10-9 season series edge. The winner of that game would be crowned division champion and get the NL’s top seed, while the loser would host the Wild Card Game, with whoever wins that turning around to play the NL West champion in the Division Series. Read the rest of this entry »


Gerrit Cole and Austin Davis Discuss Curves and Sliders

The Learning and Developing a Pitch series returned this summer after being on hiatus last year due to the pandemic. Each week, we’re hearing from pitchers on a notable weapon in their arsenal. Today’s installment features Gerrit Cole on his curveball and Austin Davis on his slider.

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Gerrit Cole, New York Yankees

“A.J. Burnett taught Charlie Morton and me the grip when we were in Pittsburgh. He would take me in the cage and do drills with me that his dad would do with him when he was a kid. The curveball is something he’s basically had since the first time he started playing catch, which is different than me, but similar to Jameson [Taillon]. So I had to learn it. He showed me the grip, showed me the drills, and kind of described what he was feeling and what he was looking for. This was in 2012, in spring training. Then in 2013, in the big leagues, we worked on it a lot.

“I’d been pretty much slider only. I had tried a bigger curveball. I’d tried to make the slider bigger. I’d tried to throw a shorter cutter. But I never really had a true downer breaking ball. At first, I incorporated it in Pittsburgh [and] a lot was changing speeds. It’s kind of developed a little bit beyond just that.

“One of [the drills] was with an L screen. We played catch in the cage a few times. He’d back me up to 50-55 [feet] — just in front of the mound — and I would play catch with the curveball. Then he would slide the L screen over. The objective was to throw the curveball and make it go right over the shorter portion of the L screen. It would get to the correct height at the finish. We practiced that a lot. Read the rest of this entry »


The Cardinals’ Impressive Winning Streak Doesn’t Guarantee October Success

With a doubleheader win on Friday, a bizarre 3-2-5-4-2-8-6 double play and a ninth-inning comeback on Saturday, and more late-inning heroics on Sunday, the Cardinals ran their winning streak to a franchise-record 16 games. The streak is the longest in the majors since Cleveland won 22 consecutive games in 2017, and the longest in the National League since the Giants won 16 in a row in 1951 as part of the comeback that culminated in Bobby Thomson’s pennant-winning homer, “The Shot Heard ‘Round the World.”

The Redbirds’ winning streak has turned a team that was 71-69 with just 5.0% Playoff Odds into one that’s on the verge of cinching the NL’s second Wild Card spot, suddenly giving the Cardinals a look of invincibility. “With 16 Straight Wins, the St. Louis Cardinals May Never Lose Again,” reads one headline. “Cardinals Look Unstoppable Right Now,” reads another.

For as unbeatable as the Cardinals appear right now, the history of late-season winning streaks tells us that while this run may certainly help the team secure a playoff berth, it doesn’t tell us anything about how they’ll fare in October. Look no further than that aforementioned Cleveland team for a harsh reminder of that lesson. From August 24 to September 15 of the 2017 season, the defending AL champions steamrolled opponents, piling up wins in close games and in blowouts until they’d set an American League record. The team finished with 102 wins, the highest total by the franchise since 1954, and hopes were high that they could secure the title that they’d come so close to winning just the year before. Yet when the postseason rolled around, Cleveland was unceremoniously bounced, losing a tight five-game series to the Yankees.

The story was similar for the team whose AL record they broke. The 2002 A’s won 20 straight games from August 13 to September 6 and finished with 103 wins, the franchise’s highest total since 1988. Yet they too were defeated in a five-game Division Series, losing to the Twins.

In fact, no team that’s run off a late-season streak — starting in August or September — of more than 11 wins has even reached the World Series during the division play era (1969 onward):

Longest Late-Season Winning Streaks Since 1969
Team Strk Start End Games Div Win WC WC Win DS Win CS win WS Win
Cleveland 8/24/17 9/14/17 22 x
Athletics 8/13/02 9/4/02 20 x
Royals 8/31/77 9/15/77 16 x
Cardinals 9/11/21 9/26/21* 16
Orioles 8/12/73 8/27/73 14 x
Phillies 8/3/77 8/16/77 13 x
Orioles 9/7/99 9/22/99 13
Diamondbacks 8/24/17 9/6/17 13 x x
Yankees 8/14/21 8/27/21 13
Twins 9/19/80 10/3/80 12
Red Sox 8/3/95 8/14/95 12 x
Astros 9/3/99 9/14/99 12 x
Astros 8/27/04 9/8/04 12 x x
Tigers 9/2/11 9/14/11 12
SOURCE: Baseball-Reference
Includes only streaks that began on August 1 or later, and counts only games through the end of that regular season. * = active streak.

Read the rest of this entry »


Juan Soto, Your Favorite Hitter’s Favorite Hitter

There are tons of great hitters in the game today. Vladimir Guerrero Jr. is having the breakout season presaged by his pedigree and minor league success. Shohei Ohtani has 45 home runs and somehow also pitches. Fernando Tatis Jr. has a .618 slugging percentage and plays shortstop. I haven’t even mentioned the old guard of “best hitters” — Mookie Betts, Bryce Harper, and ringleader Mike Trout.

They’re all great — and they’re all worse than the best overall hitter on the planet, Juan Soto. Soto is comical. He put on a rookie performance for the ages, and has done nothing but improve since then. The Ted Williams comps he’s drawn aren’t given out lightly. All those wonderful hitters — and Wander Franco, and whoever else you want to name — are looking up at him.

Normally, I’d try to write a “here’s how he does it” article. That doesn’t work with Soto. How does he do it? My best guess is that he’s a time-traveling wizard from the future who set his sights on being the best hitter he could be. Since I’m not an expert in either time travel or wizardry, you’ll have to settle for three vignettes about Soto’s unparalleled excellence. Read the rest of this entry »


Sunday Notes: D-Backs Prospect Brandon Pfaadt Came Out of the Blue

High-performing under-the-radar prospects have been featured frequently in this space over recent months, and Brandon Phaadt fits that description to a T. Unranked coming into the season, the 22-year-old right-hander in the Arizona Diamondbacks system posted a 3.21 ERA while fanning 160 batters in 131-and-two-thirds innings. Moreover, he did so while pitching at three levels —Pfaadt’s last six starts came with Double-A Amarillo — as a 2020 fifth-round pick out of a DII school.

The Bellarmine University product pushed back slightly when I suggested that his auspicious performance came out of the blue.

“I guess it did in some people’s eyes,” said Pfaadt. “But I knew I had it all along. I had a long offseason to train, and I also think it was really important that I was able to work with three different pitching coaches this year. I got feedback from all three, and was able to take bits and pieces from each of them.”

Asked for examples, Pfaadt told me that Barry Enright (Low-A Visalia) was more mechanics-based and worked with him on the consistency of his delivery, while Shane Loux (High-A Hillsboro) was more about pitchability. At Amarillo, Doug Drabek provided an effective combination of old-school and new-school acumen. As Pfaadt put it, Drabek “knows what worked back then, and what works now.”

Pitch design didn’t play a role. Read the rest of this entry »


Baseball’s Newest Pickoff Artist

We’ll start with some screen shots.

The author of that trickery is Ryan Weathers, a 21-year-old rookie for the San Diego Padres who leads all of baseball in pickoffs this season with nine. Runners have only stolen two bases off of him and he hasn’t been called for a balk yet. His pickoff proficiency has been historic, as he has retired those nine runners in only 89.2 innings, or 127 baserunners allowed. On a per baserunner basis, Weathers is having one of the best pickoff seasons of all time:

Baserunners Per Pickoff (Single-Season Leader)
Rank Pitcher Year Baserunners Pickoffs BR/PO
1 Dave Danforth 1916 131 11 11.9
2 Steve Mingori 1976 104 8 13.0
3 Ryan Weathers 2021 127 9 14.1
4 Jerry Garvin 1977 351 23 15.3
5 Steve Avery 1995 227 13 17.5
6 Steve Carlton 1977 335 19 17.6
7 Greg Smith 2008 265 15 17.7
8 Mark Guthrie 1990 201 11 18.3
9 Jack Sanford 1966 148 8 18.5
10 Eric Lauer 2018 186 10 18.6
SOURCE: Baseball-Reference
Min. 75 innings pitched

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The 3,000 Hit Club Is Closed for Maintenance

Batting average may have rightfully lost its sex appeal in player evaluation, but not everything that’s fun needs to be a measure of a player’s overall value. We’ve been treated to eight new members of the 3,000 hit club over the last 20 years; that’s a quarter of the 3,000-hitsmen in baseball history, with a few more just outside that arbitrary endpoint. Miguel Cabrera almost certainly won’t get the 21 hits he needs to reach the milestone over Detroit’s nine remaining games this season, but he should get there sometime in early 2022. After he does, however, baseball won’t have to print any more membership cards for a while.

By definition, players who end up with 3,000 career hits necessarily must have had 2,000 hits at some point. In 2021, we have fewer active 2,000-hit hitters than at any other “normal” time in baseball history:

There was only a single batter with 2,000 career hits after the 1952 season: Stan Musial, who had 2,023. But that bottleneck is hardly surprising given that many of baseball’s stars missed multiple seasons due to service in World War II. There were 10 active 1,500-hit hitters that year and six of them (Musial, Johnny Mize, Enos Slaughter, Ted Williams, Dom DiMaggio, and Mickey Vernon) went to war. Baseball set a record for the most active players with 2,000 hits fairly recently, with 27 after the 2004 season. Right now, there are only five: Cabrera, Robinson Canó, Yadier Molina, Albert Pujols, and Joey Votto. Read the rest of this entry »