Game # 125: Yanks (67-57) vs Tigers (54-69)

Season Series: Yanks 2, Tigers 2

Ornithology Report: No Bird in Detroit.

Judge half benched. Ells is the pinch-CFer.  Hicks in RF and C. Romine in CF.

Yanks

Gardner, LF
Hicks, RF
Sanchez, C
Judge, DH
Gregorius, SS
Headley, 1B
T. Frazier, 3B
Ellsbury, CF
Torreyes, 2B
Severino, P
Tigers

Kinsler, 2B
Presley, RF
Upton, LF
Cabrera, 1B
Castellanos, 3B
V. Martinez, DH
Hicks, C
Romine, CF
Iglesias, SS
Zimmerman, P

Game: NO YES, yes WPIX

Game # 124: Yanks (66-57) vs Tigers (54-69)

Season series: Yanks 1, Detroit 2

Ornithology Report: No Bird seen.

Tanaka off DL. B-Mitch optioned out. Girardi moves Judge down in line-up. To clean-up!!!!?????
Austin gets another 0.5 day off. Yankees really need to take 2 of 3 in Detroit. This is also a good chance to get Hicks and Judge untracked -- unless Judge's injury is worse than being let on. Yanks also need Tanaka to be at least close to Tanaka-like.
 

Yanks

Gardner, LF
Hicks, CF
Sanchez, C
Judge, RF
Gregorius, SS
Austin, DH
Headley, 1B
T. Frazier. 3B
Torreyes, 2B
Tanaka, P

Tigers

Kinsler, 2B
Mahtook, CF
Upton, LF
Cabrera. 1B
Castellanos, 3B
V. Martinez, DH
McCann, C
Presley, RF
Iglesias, SS
Boyd, P

Game on YES

Game # 123: Yankees (66-56) vx Xxxxxx (70-52)

Season Series: Yankees 8, Xxxxxx 6

Austin plays again? I thought for sure Girardi would bench after yesterday's HR.  Chance to win the series today! Who's the Closer for a Day?

Yankees

  1. LF: Brett Gardner
  2. CF: Aaron Hicks
  3. RF: Aaron Judge
  4. SS: Didi Gregorius
  5. C: Gary Sanchez
  6. 1B: Chase Headley
  7. 3B: Todd Frazier
  8. DH: Tyler Austin
  9. 2B: Ronald Torreyes
  10. SP: Sonny Gray

Xxxxxx

  1. 2B: Brock Holt
  2. RF: Mookie Betts
  3. LF: Andrew Benintendi
  4. DH: Hanley Ramirez
  5. 3B: Rafael Devers
  6. SS: Xander Bogaerts
  7. 1B: Mitch Moreland
  8. C: Sandy Leon
  9. CF: Jackie Bradley
  10. SP: Rick Porcello

Game on YES and TBS.

Game # 122: Yankees (65-56) vs Xxxxxx (70-51)

Facing series elimination, the Yanks send CC against Sale! No word yet on who's spot is being taken by CC. After staring the season 6-2 vs the Xxx, Yanks now down to 7-6.

Headley moving on up in the batting order! Austin is the DH. Ells available as PR or PH.

Girardi should not use Chapman against the Xxx Xxx.

Can Sabathia continue the string of well pitched games against Sale? Can Judge continue the streak? Will someone other than Gardy get hot and help Sanchez? Can the pen rebound? Will Sale cut thru the Yanks like throw back uniforms?

Yankees

Gardner, LF
Hicks, CF
Judge, RF
Sanchez, C
Headley, 1B
Gregorius, SS
T. Frazier, 3B
Austin, DH
Torreys, 2B
Sabathia, P

Xxxxxx

Nunez, 2B
Betts, RF
Benintendi, LF
Ramirez, 1B
Young, DH
Bogaerts, SS
Devers, 3B
Leon, C
Bradley, CF
Sale, P

Game on YES and MLBN

Game # 121: Yanks (65-55) vs Xxx (Bucky's middle name) Xxx (69-51)

Now Jeter can say, "Who's your daddy?" Congratulations!

Yanks can finish this series tied for first, but they really, REALLY need to win 2 of 3.

Monty throwing to Romine. Sanchez gets half day in. Ells available as pinch runner/hitter.

Yanks

Gardner, CF
Hicks, CF
Judge, RF
Sanchez, DH
Gregorius, SS
Headley, 1B
T. Frazier, 3B
Torreyes, 2B
Romine, C
Montgomery, P

Xxx (Buck's middle name) Xxx

Nunez, 2B
Betts, RF
Benintendi, LF
Ramirez, 1B
Young, DH
Bogaerts, SS
Devers, 3B
Vazquez, C
Bradley, CF
Pomeranz, P

Game on YES and MLBN.

Why I'm Betting Against Didi Gregorius' Breakout Season

Didi Gregorius has been awesome this season. He's 10th in the American League with 3.6 fWAR despite missing time. Gregorius is hitting .311/.338/.503 with a strong 13.2% strikeout rate, adding up to a .354 wOBA and 121 wRC+. As usually, he's providing tons of value on defense (>1 win, 5th best in the AL). 

What's not to like? 

I'll get into more detail below, but the answer is weak contact. Our new statcast numbers show that Didi Gregorius is making very poor contact. Combine that with his tiny 4% walk rate and Didi might be a much worse hitter going forward than he's seemed to be so far this year.

How Statcast Predicts Hitting Quality

Statcast records two important variables for every batted ball. We've all heard these about these ad nauseum this season: exit velocity and launch angle. We can take the exit velocity and launch angle of a given batted ball and look at all past batted balls around that number. For example, Gary Sanchez hit a ball last night at 97 mph at an angle of 29 degrees. Here are all the balls hit at those parameters this season:

Source: Statcast

Source: Statcast

That's really good! That ball is a home run 35% of the time, and also produces a fair number of singles and doubles. 

Gregorius hit a solid single last night as well, at 81 mph and 22 degrees:

Source: Statcast

Source: Statcast

That ball only goes for extra bases 8% of the time, but yields a .500 batting average. It's a classic line drive hitter's ball.

We can put all the possible exit velocities and launch angles together to produce this great graph via FiveThirtyEight's Rob Arthur:

Source: Rob Arthur / FiveThirtyEight

Source: Rob Arthur / FiveThirtyEight

(Fun fact: this graph is a year old. Aaron Judge has hit a ton of balls harder than anything on this chart)

This graph should be pretty easy to read. The more purple a location, the less valuable a batted ball is. These are almost always outs. The more orange a location, the more valuable a batted ball is. Hitters can thrive in two basic bands: the line drive band in between 10 degrees and 25 degrees, where soft contact can yield hits, and the power hitting band, where (only) hard contact yields extra base hits.

Statcast essentially does the same thing that Rob Arthur's graph does to produce the statistic xwOBA, which we've used a lot on this blog in 2017. It takes each individual batted ball a player hits, calculates an expected value, and adds in strikeout, walk rates, and other information. The equation basically looks like this:

wOBA = Batted Balls*X1 + Strikeout Rate*X2 + Walk/HBP Rate*X3 + Error

We produce the values for X1, X2, and X3 here by taking in all of the data for players recorded by Statcast so far, including their actual wOBA. We then can take those coefficients and estimate the wOBA that a given batted ball profile from a player would on average produce.

The error term is important here. We are not going to perfectly predict the wOBA is a player using their batted ball profile and plate discipline. There are lots of other factors at play: luck, opposing defenses, park factors, speed, and horizontal angle (where on the field the ball lands). A really big error number suggests that the model we've designed to predict an outcome does not do a great job predicting it, even if the individual variables fed into it are significant predictors of the outcome. 

For the individual player, a large error term means that a lot of things other than the model are probably contributing to the observed outcome. For example, Billy Hamilton is very fast, and turns a lot of batted balls into more valuable outcomes than the average player. Since xwOBA doesn't (yet) account for speed, we should expect it to undershoot Billy Hamilton's value.

However, luck is probably the predominate factor for most players. Sometimes, balls find holes in the field. These hits count in the game, but aren't likely good predictors of future performance. If a player is having a good season because a lot of balls that are normally low value are falling in, they are likely not going to be as good going forward, and vice versa.

Didi Gregorius's Breakout Performance According to Statcast

Gregorius has posted a wOBA of 0.354 this season, well above the AL average 0.322 wOBA. However, the above equation predicts an xwOBA of 0.284 - well below average.

381 players have at least 100 MLB plate appearances this season. Of those, Gregorius is the 4th highest overperformer. The other three are Mallex Smith, Marwin Gonzalez, Zack Cozart. Here's what this looks like on a graph:

Picture1.png

Gregorius is a huge outlier off his predicted value. If Didi Gregorius was super fast, you could argue that he's doing what Mallex Smith is: turning ground ball outs into singles, singles into doubles, and doubles into triples. However, we all know that Gregorius is a pretty average runner.

What about Yankee Stadium? Gregorius has actually been worse at home than on the road this season. This is probably luck, but it could actually be that his swing is particularly damaged by Yankee Stadium. While YS3 is clearly a hitter's park (11% more runs are scored in Yankee Stadium than the average park), that is almost entirely driven by a league-leading +45% (!) home run park factor. It is actually harder to hit a single, double, or triple in Yankee Stadium than the average ballpark. Logically, this makes sense: a smaller field leaves room for outfielders to catch the balls that stay in the park. For a weak-contact, hopefully line drive, hitter like Gregorius, Yankee Stadium might actually make it easier to defend him.

Bottom Line: I'm Not Betting on Gregorius

Didi Gregorius is by no means a bad player. The average MLB shortstop is hitting a tiny 0.307 wOBA this season. Didi is one of the better defensive shortstops in baseball. He's been an above-average contributor at his position for most of his career despite below-average hitting. 

But does anyone really believe Didi is a 0.500+ slugger? A 0.315+ hitter? The data clearly suggest otherwise. The point is that we shouldn't bet on Didi Gregorius, MVP Candidate, going forward. We should bet on good old Didi Gregorius, valuable Yankee shortstop. Anything else is just wishful thinking in the face of pretty definitive data. 

Podcast Episode 101: Chapman Struggles, Aaron Judge

EJ, Paul and Andy talk about what to do with Aroldis Chapman and whether Aaron Judge is good again. They then discuss a theory of why the Yankees haven't called up Chance Adams.

We're sponsored by seatswaptickets.com, a great new website where fans can trade their unused tickets with other fans. Use the promo code "SWAP" to get $20 off your next purchase on Swap Seat's partner website, Seat Geek.

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Game # 120: The Bronx (64-55) vs Queens (53-65)

Having clinched The Series, The Bronx will try to emulate Little Caesar's and sweepa, sweepa.

Cooper to DL -- left hamstring tendonitis. Austin activated -- and plays. Headley sits. Sanchez to clean-up. Ells sits. Gardy in. Yanks at full-Aaron and half-Austin strength.,

The Bronx

Gardner, LF
Hicks, CF
Judge, RF
Sanchez, C
Gregorius, SS
T. Frazier, 3B
Austin, 1B
Torreyes, 2B
Severino, P

Queens

Granderson, RF
Carbera, 2B
Conforto, CF
Cespedes, LF
Smith, 1B
Rosario, SS
d'Arnaud, C
Reynolds, 3B
Matz, P

Game on YES and MLBN.

Game # 119: The Bronx (63-55) vs Queens (53-64)

We're in for a BIG treat tonight -- we get to see pitchers bat!

Chapman still listed -- so no DL so far.

Ells is the pinch-CFer. Gardy sits. T-Fraz benched. Headley to 3rd. Cooper in.

The Bronx

Ellsbury, CF
Hicks, LF
Judge, RF
Gregorius, SS
Sanchez, C
Headley, 3B
Cooper. 1B
Torreyes, 2B
Garcia, P

Queens

Reyes, 2B
Conforto, RF
Cespedes, LF
Flores, 3B
d'Arnaud, C
Rosario, SS
Smith, 1B
Lageras, CF
Gsellman, P
 

Game on YES and MLBN.