Archive for Daily Graphings

Picturing a Complete Yankees Teardown

The first sure-fire sign of any good, impending mid-season selling frenzy is upper-management coming out and insisting to the public, “Who, us? No, no way. We’re definitely not selling. Which, that’s fine. Makes sense. Job of upper-management is to make money, and letting all the fans know a month in advance that the team is throwing in the weol of the now for a towel of the future isn’t a great way to keep fannies in the seats, even while the team’s still intact. Despite those claims, though, word always gets out, and the second sure-fire sign of any good, impending mid-season selling frenzy is the resignation that, “Yeah, OK, you caught us; we’re probably sellers.” The third sign is the sale itself.

The New York Yankees have exhibited the first two symptoms of fire-sale fever. After dropping the first series out of the All-Star break to the Boston Red Sox, the Yankees are now 45-46, fourth place in the American League East, and owners of a 6.1% chance to make the postseason, according to our playoff odds. The last three days have represented the club’s lowest points of the season.

And, given the unique construction of the Yankees’ roster, the club seems poised for a rare sell-off, one that, if executed to the fullest extent, could have the second-half version of the team appearing unrecognizable to the first. It seems likely that very few players of the next good Yankees team currently exist on this one. The Yankees are going to make some moves. The question is: how many? Let’s take the lever and push it all the way up. Just for fun, let’s imagine what a complete Yankees teardown looks like.

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My Favorite Under-the-Radar Trade Deadline Target

With Tyler Thornburg traded to Boston today, we’re re-featuring this post, since it is now relevant again.

We are now officially two weeks away from MLB’s non-waiver trade deadline, and one thing is clear: over the next 14 days, you’re going to see a lot of relievers on the move. The teams that are definitely selling don’t have many starting pitchers to move, and the crop of walk-year hitters isn’t so great either, but what these non-contenders do have an excess of are relief pitchers.

Aroldis Chapman and Andrew Miller from the Yankees. Alex Colome and Xavier Cedeno from the Rays. Tyler Clippard and Daniel Hudson from the Diamondbacks. Ryan Madson and John Axford from the A’s. Jeanmar Gomez from the Phillies and Joe Smith from the Angels will probably be on the move, and that isn’t even counting guys like Mark Melancon or Steve Cishek who could get moved if things go south for their teams over the next couple of weeks. With nearly every contender looking at bolstering their bullpen, there’s enough demand to clear the supply of available relievers, but we’re definitely not looking at a shortage at the position like there are at other spots this year.

But yet, if I was hunting for a relief pitcher over the next two weeks, my first call would be to the Milwaukee Brewers. They’ve been baseball’s most aggressive team in remaking their roster since David Stearns took over last year, and you know that front office is looking for any opportunity they can to add long-term value, knowing their chances at contention over the next few years are slim at best.

Jeremy Jeffress, the team’s closer, is already generating plenty of trade chatter, as you’d expect from a closer with 23 saves, a 2.35 ERA, and a 96 mph fastball, but he’s not the guy I’d be after. Will Smith would have been a really interesting name if he hadn’t blown out his knee in Spring Training, and while he’s recovered enough to get back on the mound, he doesn’t really look like his old self right now; missing velocity and strikeout rates lead me to guess that the Brewers hold onto Smith and hope he rebuilds some value as he gets further away from the injury, then look to move him over the winter or next summer.

No, the guy I’d want is Tyler Thornburg.

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Sunday Notes: Pitching Profar and Choo, Reds’ Stephenson, more

Shin-Soo Choo and Jurickson Profar could have been pitchers. Both attracted the attention of scouts as hard-throwing amateurs. Choo starred for South Korea when they won the 2000 World Junior Championships and was named the tournament’s top pitcher. Profar excelled on the mound for Willemstad, Curacao when they won the 2004 Little League World Series and again when they lost in the finals the following year.

Each feels he could have gone on to pitch at the highest level. A big difference is that Profar didn’t want to pitch. Choo thought he was going to.

“I found out when I got to the States (in 2000) that I would be a hitter,” explained Choo, who originally signed with Seattle. “I thought I was coming here to be a pitcher. But I wasn’t the one making the decision. At first I was confused. Now I’m happy, because I get to play every day and not every five days.”

Making it to MLB as a position player was Profar’s goal from the start. Read the rest of this entry »


Astros Add Yulieski Gurriel to Suddenly Crowded Infield

Luis Valbuena has a 157 wRC+ since the beginning of June playing third base for the Houston Astros. Super-prospect Alex Bregman is beating down the door with his performance at Triple-A. Perfect fits be damned. Try and tell a contending club it’s got too many good players. They’ll find some room.

MLB.com’s Jesse Sanchez just broke some news:

Let’s get brought up to speed. Gurriel (previously spelled Gourriel) is 32, and he’s been considered Cuba’s best baseball player for about a decade. He’s primarily played third base, and also kicked around at shortstop and, more recently, second base. In 15 years between Cuba and Japan, Gurriel hit .335/.417/.580 with 250 homers and 121 steals. In early February, Yulieski and his younger brother Lourdes Jr., 22, defected from the island. In June, Yulieski was declared a free agent, able to sign with any club free of international spending limits. He’d been linked to the Dodgers, of course. The Mets had shown some interest. The Angels seemed to make some sense. Now, he’s an Astro.

BaseballAmerica’s Ben Badler worked up a scouting report on Gurriel last April in which he called him a plus defender at third with quick reactions, athleticism, a 70-grade arm, and the occasional mental lapse. He’s a complete hitter who bats from the right side, able to hit for average and draw a walk, and scouts see good bat speed that should translate to plus power in the majors. At the time, Badler drew comps to Hanley Ramirez and David Wright, which don’t sound so great anymore, but remember this was before the beginning of the 2015 season; Ramirez was coming off a 135 wRC+ at third base with the Dodgers, Wright was still Wright. Brian Cartwright does good work translating international player’s stat lines to MLB equivalents, and he projected Gurriel for a .283/.330/.458 line back in February, good for a .340 wOBA. There’s no expectation that Gurriel won’t hit.

Five years for a 32-year-old is perhaps a bit scary, and it’s a little more than what Dave Cameron estimated he might get last month, but Gurriel makes the Astros better now. Or, more accurately, in three weeks or so, which is when FOXSports’ Ken Rosenthal reports he’ll be ready to join the club. The Astros plan to keep Gurriel at third base, which creates an interesting positional logjam in Houston.

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Exit Velocity Carryover Effect

Of all the statistical advances made in the recent past, exit velocity seems to get the most attention. Broadcasts that still shy away from discussions of WAR or wRC+ or UZR are readily using exit velocity on batted balls. Part of that could be the novelty of it, and part of it is just a fascination with how hard and how far a ball is capable of being hit. Part of it could also be a sort of familiarity. Home-run distance has long been included in broadcasts, as has been a pitcher’s velocity. Exit velocity is an easy expansion of those numbers.

That said, exit velocity isn’t just a novelty. Despite issues with the data and the importance of launch angle and batted-ball data as a means to providing context, a player’s average exit velocity can tell us a decent bit of information about a player. With another half of data available (thanks to our own Jeff Zimmerman for his assistance gathering data), we can attempt to determine whether exit velocity from last season carried over to this season.

When I looked over the winter, the correlation on an individual player level between wOBA and exit velocity was relatively strong (r=.61) over the course of 2015 for players who had played a majority of that year. That number is not as strong so far this year (r=.50), but we are also dealing with a larger (237) universe of players with a lower level (200) of plate appearances over the first half of this season. It will be interesting to see if the correlation climbs a little higher as the season continues.

Last year, there was a solid relationship between first-half and second-half exit velocity. To determine how much of last year’s numbers carried over to this season, I compared the 116 players who recorded at least 200 plate appearances in each of the last three half-seasons. First-half exit velocity from 2015 correlated well with first-half exit velocity for 2016 (r^2=.52), but not as well as second half of 2015 with first half of 2016 (r^2=.57). The strongest relationship between the periods was between the entire 2015 season and the first half of 2016 (r^2=.62).

Exit Velocity Carryover from 2015 to 2016

If you want the best bet for what a player will do this year, looking at a full year of data is the way to go based on the information we have, but we don’t know if that is uniform for all players. What about the players who experienced changes from the first half of 2015 to the second half of 2015? Did those changes carry over? Yes and no.

  • For the 33 players who had large increases in the second half last year (at least 1.5 mph increase), the second-half exit velocity had a slightly higher correlation than 2015 total (r^2=.51 compared to .47). A good second half of exit velocity might be a harbinger of continued higher numbers.
  • For the 23 players who produced a decrease of at least 0.5 mph, the decrease seemed to have less bearing, as there was a smaller correlation (r^2=.38) for the second half of 2015 to the first half of 2016 compared to 2015 as a whole to the first half of 2016 (r^2=.44). A dropoff in the second half in terms of exit velocity is less important than the full year of numbers, it would seem.
  • For the players who had relatively consistent halves in 2015, those numbers have carried forward to 2016 (r^2=.74).

When I looked at the numbers over the winter, I was hoping to find some sort of application for the data I found. Everything else is fun to figure out (depending on your definition of fun), but to find something with utility would be most interesting. I looked at the population of players last season whose wOBA seemed to underperform or overperform their exit velocity — i.e., players who’d recorded above-average exit velocity but below-average numbers, and vice versa. I found that those players who underperformed their exit velocity in the first half saw their offensive numbers rise in the second half. Similarly, players whose offensive numbers seemed to overperform their exit velocity tended to have weaker number in the second half. Taking a look at those players for the first half of the season is probably worth a post on its own, so we’ll hold off on that for now.

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Dave Dombrowski Has Been Good at Trading Prospects

Know this — Dave Dombrowski likes to make trades. He was first named a general manager back on July 5, 1988, assuming the title of “youngest GM in the game” back before it was cool with the Montreal Expos. He made his first trade on July 13. His aggressive nature was sometimes just off center stage, as the teams he had previously helmed — the Expos, Marlins and Tigers — have rarely been media darlings. But now he is running the Red Sox, and they get plenty of coverage. While that level of coverage might not be fair or warranted, his deals are being scrutinized hard these days. Is he gutting the farm system? Or does Dombrowski know how to pick ’em? I thought I’d take an objective stab at his trade record.
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Tommy John Surgeries: 2016 Update

It’s no secret that, over the last few years, the number of Tommy John surgeries has increased across all levels of baseball. As we emerge from the All-Star break, let’s take a snapshot of the current state of Tommy John surgeries at the professional ranks.

New Tommy John Surgeries
Let’s start with some good news. The number of Tommy John surgeries at the major-league level is down in 2016 compared with the last couple of seasons. Comparing totals at this point in the season over recent years, there have been fewer Tommy John surgeries to date this year than any since 2011.

MLB Tommy John Surgeries, By Year
Year MLB TJ Surgeries
2016 12
2015 20
2014 24
2013 15
2012 26
2011 8
2010 6
2009 17
2008 8
2007 12
Surgeries before July 12 of each year

In the past five seasons, I’ve attempted to track Tommy John surgeries at the minor-league level more closely than in prior years. This information is much more difficult to collect, and certainly there will be many surgeries missing from the list every season. Looking only at surgeries known to have been performed by this time in the year, however, the 2016 campaign looks more like 2012-2013 than the last two years where surgery counts had spiked.

Known MiLB Tommy John Surgeries, By Year
Year Known MiLB TJ Surgeries
2016 38
2015 60
2014 63
2013 44
2012 39
Surgeries before July 12 of each year

So the most interesting question here is: has something actually changed to cause the number of Tommy John surgeries to drop this year compared with the last two seasons?

I can’t say that I know the answer, but I suspect it’s due to a number of factors.

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The Resurgence of Ken Giles

There’s a maddening midseason tradition of realizing April performances have subconsciously impacted our perceptions of players in foolish ways. No matter how many times we tell ourselves that the baseball season is long and small sample sizes are fickle tricksters, we inevitably look up in July to find out that a player written off for dead in April is actually doing quite well, thank you very much. It’s an unavoidable reality that first impressions matter and affect the way we view those around us. The perils of first impressions may have had no bigger victim this season than Ken Giles.

When a team gives up five players to acquire you (and a rookie-ball lottery-ticket-type prospect), expectations are inescapably large. Of course, this is the situation Giles found himself in when the Astros dealt a package of players highlighted by Vincent Velasquez and former #1 overall pick Mark Appel to Philadelphia in order to acquire the flame-throwing relief pitcher. The reason for the steep price Houston paid is that Giles was under team control for another five seasons. Intellectually, the first month of his Astros tenure shouldn’t matter any more or less than the ensuing five years but, realistically, it was inevitable that he’d be under a microscope for that first month.

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Michael Fulmer’s Trust Is Being Rewarded

Every spring, hopeful starters talk of new pitches with a gleam in their eyes. This changeup will change everything, they think. Then it comes to competitive games, and they don’t want to get beat on their fourth-best pitch, and everything goes back to where it was.

Detroit rookie Michael Fulmer had a similar story. He was flashing a plus changeup in bullpens, but not throwing it much in games. Then something changed, but he’s not sure what. From Anthony Fenech at the Detroit Free Press:

Michael Fulmer doesn’t know what happened.

He threw about 30 change-ups in one of his bullpen sessions before his start against the Rays on May 21 and something clicked.

Now, his catchers keep calling for that change-up.

“Sometimes, I’m shaking away from the change-up and they’re giving it to me again,” Fulmer said. “So, I’m like, ‘OK, I’ll throw it right here,’ and it usually works out, so by them calling it more, it’s giving me more options.”

I published a ranking last week at ESPN of the best pitches thrown by starters. Fulmer’s change doesn’t appear among the top ten. But it does appear 11th overall — and, for him, it’s impressive to see his third pitch turn up as one of the league’s best among starters (judged by z-scores for grounders and whiffs with a double weighting on whiffs).

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A Choose-Your-Own-Adventure Game: Pick Your Padres Core

Congratulations on your brand-new time machine! Don’t press any buttons just yet. There’s a reason you’ve been given this time machine.

See, A.J. Preller’s done some things, and they’ve been fascinating. Fascinating because, since he took over as general manager of the San Diego Padres nearly two years ago to the day, he’s been like the Two-Face of GMs, just the handsome and less-deformed and evil version. OK, maybe it wasn’t a great analogy.

But there have seemingly been two Prellers! And they’ve each been fascinating in their own right. Preller 1.0 wanted to put a stamp on his new club, wanted to contend right away, and made a flurry of trades in an attempt to do so that now seems ill-advised. Plenty of young, intriguing, cheap talent went out, and plenty of once-enticing-but-not-so-much-anymore, ill-fitting, expensive veteran talent came in. Things didn’t go well, the Padres were bad, and Preller soon reversed course. That first season looked like a disaster, and if the egg wasn’t already directly on Preller’s face, it was at least cooking in the pan.

Since then, Preller’s done a 180. Plenty of that older talent that meant nothing to the Padres’ future has gone back out, and plenty of new, again-intriguing young faces have been brought in. Just as the majority of Preller’s first-wave moves were seen at the time as questionable, the majority of his recent moves have been regarded well. The Craig Kimbrel return was seen as a positive for San Diego. Folks were surprised at what Preller received for Fernando Rodney. Anderson Espinoza is now a Padre. Which brings us to the present. The Padres farm system is starting to look real interesting again. However far back Preller set the Padres with the first year’s moves, he’s been doing his damnedest to make it up.

And so here’s what’s got me interested: you’ve got a time machine, and your goal is long-term success with the Padres. You can erase all of Preller’s moves, pretend he was never even hired, and start over again with the 2014-15 future core players and build from there. Or, alternatively, you can take the ones they’ve got now.

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