Archive for Daily Graphings

The Recent History of Free-Agent Pricing

This is Matt Swartz’ second piece as part of his July residency at FanGraphs. A former contributor to FanGraphs and the Hardball Times — and current contributor to MLB Trade Rumors — Swartz also works as consultant to a Major League team. You can find him on Twitter here. Read the work of all our residents here.

I first began estimating the average cost per WAR on the free-agent market after the 2009 season, but have not done so since my threepart series at the end of the 2013 season, leaving three extra seasons during which the market for free agents has evolved. In the first piece of my residency, I discussed the labor implications of using this framework. Many of my subsequent pieces in this series will look for which types of players are undervalued or overvalued by the free-agent market.

But first this piece will explain how I actually calculate average value — the reference point for whether players are undervalued or overvalued. It is also the appropriate reference point when considering the opportunity cost of any other number of baseball moves. For example, when a team is considering the value of acquiring a young player who will produce a large volume of team-controlled WAR, the reference point for valuing him is the cost of acquiring that amount of WAR on the free-agent market. This is an important concept for team construction.

Read the rest of this entry »


The Worst Called Strike of the First Half

Logically, all of the following is true. We accept that human beings are in charge of calling the strike zone. They try their best to tell the difference between strikes and balls, but you can usually understand if they call a strike on a pitch that missed by an inch. How much is an inch? When’s the last time you tried to do what they do a few hundred times every game? The ball moves incredibly fast, and as an umpire, you never know where it’s going to go, or how it’s going to spin. Anyway, we can be forgiving with an inch. And if we can accept a miss of one inch, it follows that we should accept a miss of two inches. All that is is one more inch, and we already gave them the first inch.

If we can accept a miss of two inches, we can accept a miss of three inches. If three inches, then four inches. If four inches, then five, and if five, then six. On and on it goes, in single-inch increments, and it does all make a certain amount of sense. Humans are great, but humans are flawed, and any human-called strike zone is going to have a gray area.

But, nine inches? Imagine nine inches. You don’t even have to be precisely correct. Your imagination is enough. We know that pitches miss the zone by nine inches. But how does a pitch like that get called a strike? I mean, ever? I don’t want to act like some kind of umpiring authority, because I *haven’t* ever been an ump, and I know sometimes people make mistakes. It’s just — nine inches. Technically, 9.1 inches, in this case. The worst called strike of the 2017 regular season’s first half missed the outer edge of the zone by 9.1 inches. You might’ve seen that Angel Hernandez has been in the news lately.

Read the rest of this entry »


Daily Prospect Notes: 7/10

Daily notes on prospects from lead prospect analyst Eric Longenhagen. Read previous installments here.

Alex Jackson, C, Atlanta (Profile)
Level: Hi-A   Age: 21   Org Rank: 24   Top 100: NR
Line: 4-for-5, 2B, 2 HR

Notes
Jackson missed a month with a left wrist contusion and has struggled since his return in mid-June, stroking just two extra-base hits (before last night) in 16 games since coming off the disabled list. With hand/wrist injuries, though, a downturn in power is not only acceptable but almost expected for at least a little while after returning. Jackson’s plus raw power, which manifests almost exclusively to his pull side in games, is his best tool and it’s good to see a some indication that it might be returning.

Read the rest of this entry »


Justin Bour, Same As He Ever Was

Justin Bour is going to participate in the Home Run Derby tonight. He’s tied with a bunch of other guys at 16th in baseball with 20 homers. He’ll surpass his previous career high early in the second half.

This is the point at which we normally address a crazy mechanical change a player’s made, allowing him to reach a new level of performance. That crazy change might not exist in Bour’s case, though.

The player himself doesn’t think there’s a big adjustment in his rear-view mirror. “From being in pro ball to now, I’ve only made minor changes to my swing, but for the most part, I’ve always just been myself and tried to get a little better every day,” Bour said before this past weekend’s series against the Giants.

Read the rest of this entry »


Projected Second-Half Schedule Strengths

I don’t see any reason to turn this into a full-length post, when something very short should suffice. You know that not every team in baseball has an identically-difficult schedule. I mean, even most simply, the Padres have to play against the Dodgers, but the Dodgers never have to play against the Dodgers, which gives them an advantage. There are other advantages and disadvantages, for other reasons. Things are unbalanced. You know how it works.

Differences between schedules are frequently tough to notice, and it’s easy to downplay the significance. A team’s schedule will never be the major factor behind said team making or missing the playoffs. That doesn’t make it irrelevant, though, especially now, with higher-leverage baseball games left to be played. Who’s looking at the toughest schedules the rest of the way? Who’s looking at the easiest? I can give you some very simple estimates. I’m following the same method as always.

This is our projected standings page. That includes a projected winning percentage, that does not factor in opponents. This is our playoff odds page. That includes a projected winning percentage, that does factor in opponents. In other words, the latter projection is schedule adjusted, so to get an idea about schedule strength, you can just subtract the former winning percentage from the latter, and see what you have.

That’s what I’ve done below, splitting apart the American and National Leagues. These are expressed as differences in winning percentage, where a positive number implies an easier schedule, and a negative number implies a more difficult one. Note that this is based entirely on the team projections, so if you have a particular disagreement with certain projections, that’ll make a difference here. Like, the Brewers are projected to play a lot worse than the Cubs from here on out. If you think that’s not how it’s going to go, then, well, take these with a grain of salt. I just want to show you what our numbers say, at this moment in time. Don’t flame the messenger.

Here’s the AL picture:

Good news for the Indians! Worse news for the White Sox. But the White Sox probably don’t care, so, let’s just move one over, and say, worse news for the Orioles. And for the Yankees, and for the Red Sox, and for the…the AL East is a tough division. Here’s the NL picture:

I don’t think the Marlins are going to play themselves into the race, but at least they have one thing working for them. The Diamondbacks apparently don’t, so it’s good for them they have such a massive lead. I’m not going to write anything else. Anything left, I leave to you.


A Very Important Angels Poll

Mike Trout was injured on May 28. Through to that point, he’d been worth a league-leading 3.4 WAR, and he was sitting on a career-best 208 wRC+. Partial seasons are never the same as complete seasons, because complete seasons give every player equal opportunity to get hot or get cold, but Trout, at least then, was on course for the best big-league season of his life. The best big-league season of his life! For Mike Trout!

The injury was devastating, for everyone. Everyone, I suppose, but the Angels’ rivals. The Angels suddenly had to deal with the freak long-term absence of the best player in the world. Fans had to deal with the same. Personally, I’ve had fewer things to write about. It’s been about a month and a half of not writing about Mike Trout, and I don’t like that. Nobody likes that. We all need more Trout in our lives.

We’re going to get it again. On Sunday, Trout played his final minor-league rehab game, walking three times while also knocking a triple. Trout says he feels ready, and the medical team is supportive, and so Trout will return to the bigs on the other side of the All-Star break. We made it, everybody. We made it several weeks without Mike Trout, and we’re all right, and even the Angels are all right, too. There’s light at the end of this tunnel, and we are all so nearly there.

As such, to mark the imminent occasion, I want to show you a table and ask you a question. This table includes Angels team stats. Everything’s split into two groups, corresponding to two periods of time. One of the periods of time shows the Angels through May 28. The other shows the Angels since May 29. I want you to examine this table for however long you need, and then respond to the following poll. Thank you!

The 2017 Angels
Stat Time 1 Time 2
Win% 0.491 0.487
Run Diff/G -0.3 -0.2
BA 0.236 0.248
OBP 0.315 0.307
SLG 0.378 0.387
wRC+ 89 89
BB% 9% 7%
K% 20% 20%
Hard% 31% 31%
HR/FB% 12% 12%
SB/G 0.7 1.1

That’s run differential per game, by the way. And, later, stolen bases per game. Feeling good? Here you go. Have a great afternoon and evening.


The Worst Called Ball of the First Half

If I know you, you’ve been around long enough to have seen a number of these. There isn’t much in the way of variation. Over a large enough timescale, the worst called ball will come on a pitch thrown in the vicinity of the middle of the strike zone. There’s no alternative. Those are the clearest, most obvious strikes, so when they’re not strikes, they’re lousy called balls. They all look more or less alike in that regard. So exploration is just about filling in the details. When did this particular bad call happen? Who was the umpire who made the actual call? Which pitcher threw the pitch? Which catcher caught — or didn’t catch — the pitch? What was the situation at the time? Did the call end up mattering much?

I’ve written the same post a whole bunch of times. I’ve done the same research, to end up with the same kind of play. Just about always, the call happens because the catcher sets up somewhere, and then the pitcher badly misses. I usually make some reference to how it’s evidence that framing does matter. Catchers struggle to catch pitches headed for surprising locations. You can “earn” a ball, even when you throw a pitch down the pipe.

This is another play that wasn’t very clean. We’re going back to June 18, in the first inning of a game between the Rangers and the Mariners. Danny Valencia got ahead in the count 1-and-0 against Yu Darvish, because Darvish and catcher Robinson Chirinos failed to properly execute. But this time, there’s a twist. This isn’t the same post as always.

Read the rest of this entry »


Projecting Zach Granite

Over the weekend, the Twins called up speedy center fielder Zach Granite from Triple-A. Granite is a KATOH darling who made my preseason 2017 All-KATOH Team and has been featured regularly on the Fringe Five. Granite’s a stats-over-scouts guy through and through.

I first became aware of Granite around this time last year, when he ranked very highly on KATOH’s midseason top-100 list. At the time, there was little to his profile aside from elite contact and speed. He stole an outrageous 56 bases and played elite defense in center, while also running a strikeout rate in the single-digits. Despite his extreme contact, he only managed to hit a respectable-but-punchless .295/.347/.382.

He’s ramped up his hitting this year. In 59 games at the Triple-A level, he slashed .360/.412/.492, including a .446/.503/.619 tear over his last 36 games. His stolen bases and single-digit strikeout rate remain, but he appears to be driving the ball a bit more than he did in the past. His ISO has spiked to a not-quite-punchless .131, while his BABIP has jumped to .394. Twenty-one extra-base hits in 59 games is respectable, even if that total has been aided by his speed.

Read the rest of this entry »


What Do You Do with Jacoby Ellsbury?

After this past offseason’s lack of oomph, the winter between the 2013 and 2014 seasons feels like a different time. In the span of two months, Robinson Cano, Jacoby Ellsbury, Clayton Kershaw, and Masahiro Tanaka signed $150 million-plus contracts. It’s not the last time that’s happened: the 2015-16 offseason featured the same number of deals — to Chris Davis, Zack Greinke, Jason Heyward, and David Price — above the $150 million threshold. But there’s enough distance between that earlier offseason and now that it’s possible to review the performances of the relevant players and reconsider the years ahead for them. And as a competitive Yankees club prepares for the second half of the season, it’s worth wondering what will become of former star center fielder Jacoby Ellsbury.

When Ellsbury first signed his deal, Dave Cameron examined (not for the first time) how well fast outfielders with good defense tend to age and noted that it would be dangerous to lump Ellsbury in with Carl Crawford. This was a fair and calm assessment of Ellsbury’s value. He noted that Ellsbury was projected to be a four-win player in 2014, and that over the life of his seven-year deal, Ellsbury was projected to be worth 17.5 WAR. The first part absolutely came true — Ellsbury tallied 4.1 WAR in 2014, his first with the Yankees. The latter projection, however, isn’t working out quite so well.

Read the rest of this entry »


Sunday Notes: Manny Margot is Playing Happy in San Diego

Four years ago, Manny Margot was 18 years old and playing against older competition in short-season ball. He was more than holding his own. Equal parts precocious and promising, he was one of the highest-ceiling prospects in the Red Sox system. Intrigued by the parallels, I wrote an article titled Manuel Margot: Boston’s Next Bogaerts?

That never came to fruition. Following the 2015 season, Margot was sent to the Padres as part of the package that delivered Craig Kimbrel to the AL East. The change of scenery has been to his liking. One year removed from a stellar season in Triple-A, the native of San Cristobal, Dominican Republic is now San Diego’s starting centerfielder.

While some things have changed, others remain the same. In 2013, Margot told me the game is “all enthusiasm” for him, and that he “never wants to leave this dream.” He echoed those thoughts when I caught up to him earlier this week.

“You always have to play happy,” Margot told me with the help of Padres translator (and Baseball Operations assistant) David Longley. “That doesn’t change as you go through baseball. You’re going to go through some bad streaks, but you put on a good face and those bad times are going to get better. Always play happy.” Read the rest of this entry »