Archive for Daily Graphings

The Season’s Biggest Upset

The season’s most lopsided game was a Clayton Kershaw start. That shouldn’t surprise you — the Dodgers were good, and Clayton Kershaw was great, and the Dodgers with Clayton Kershaw were fantastic. As a matter of fact, five of the season’s 10 most lopsided games were Clayton Kershaw starts. His opponents in those games: Bud Norris, Jered Weaver, Brandon Finnegan, Chad Bettis, and Tom Koehler. Four of those games, the Dodgers won. They lost the Kershaw/Koehler game. It was nearly the season’s biggest upset.

For every game all year long, we publish pregame win probabilities. At first, they’re based on general team projections, and the starting pitchers. Then they update to account for the actual starting lineups. Every calculation includes a home-field-advantage boost of four percentage points. This year, there were 58 games in which the favorite was given at least a 70% chance of winning. Our math predicted 42 wins. In reality, there were 43 wins. The odds work pretty well, provided you don’t take them too seriously. They’re wonderful estimates.

On April 26, Koehler and the Marlins went into Los Angeles and beat Kershaw and the Dodgers. Before the game, the Dodgers’ chances of winning were 74.3%. On July 22, Zach Eflin and the Phillies went into Pittsburgh and beat Gerrit Cole and the Pirates. Before the game, the Pirates’ chances of winning were 74.4%. There is no meaningful difference between these numbers. The calculation error is far greater than one-tenth of one percentage point. But, a difference is a difference. A leader is a leader. I have no choice but to designate that game on July 22 as the biggest upset of 2016.

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Projecting the Minor-League Free-Agent Pitchers

Every winter, hundreds of nondescript minor leaguers become minor-league free agents. Players are granted minor-league free agency when they’re omitted from a club’s 40-man roster and have also spent at least six years in the minor leagues. In other words, they’re players who weren’t good enough to merit a call-up after several years in the minors, and their organizations suspect they lack the potential to be worthy of a 40-man spot.

Some of these players latch on with new organizations; some of them don’t. But regardless, the overwhelming majority never have much big league success. A couple of years ago, Carson Cistulli found that only about 1% of minor-league free agents produce at least 0.5 WAR the following season. Minor-league free agents are the absolute bottom of the barrel when it comes to player transactions. But there’s an occasional gem at the bottom of that barrel. It’s not unheard of, at all, for a minor-league free agent to make a major-league impact. Here, in no particular order, are some notable examples from the past few years: Gregor Blanco, Jesus Guzman, Donovan Solano, Yangervis Solarte, Jake Smolinski, Jose Quintana and Al Alburquerque. Each left his original organization via minor-league free agency, but achieved some level of big-league success with his new team.

Using my KATOH projection system, I identified the pitchers from this year’s minor-league free-agent class who showed glimmers of promise in the minors. Based on their minor-league numbers, there’s reason to believe they might be able to help at the big-league level sometime soon. This analysis only considers pitchers who faced at least 200 minor-league batters in 2016. For reference, here’s a similar article I wrote last year, and a post from yesterday looking at minor-league free-agent hitters.

*****

1) Jacob Turner, RHP, 2.8 WAR

Turner was the ninth-overall pick back in 2009, and broke in with the Tigers as a 20-year-old in 2011. Six years and three new organizations later, his career is at a crossroads. Turner hasn’t had much success getting big-league hitters out, as evidenced by his 323 big-league innings of 5.00 ERA ball. It’s been a struggle for Turner, but he’s still just 25 and is coming off of a solid showing in Triple-A last year. Despite an unsightly ERA, the 6-foot-4 righty posted a 3.69 FIP at the highest level of the minors with the White Sox. The book isn’t closed on his career yet.

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Gary Sanchez Was the Rookie of Your Heart

In the interest of full disclosure, I’ll start by telling you that I was raised as a fan of the most Evil of Empires. Yes, I confess to the assembled jury of my readers and the court of the comments, that the Yankees earned my allegiance from an early age, and that I can still be found every now and then in the stands at The House that George Built. I am everything you perceive to be wrong with baseball from an emotional level, and I hold my head up high as I ride my AT-AT walker towards Echo Base to destroy your shield generator.

Here’s the thing. Michael Fulmer was really good in his first run at the league. Like, really good. Rookie of the Year good, as we found out last night. He came up as a 23-year-old and worked a 3.06 ERA in the American League over the course of 159 innings, and his underlying metrics are decently fond of him. Here’s to you, Mr. Fulmer. You shoved. You earned it. But damn if Gary Sanchez wasn’t really good too.

If you read this site, you’re almost certainly familiar with what Sanchez did in his two-month-long methodical demolition of baseball. In case you aren’t, here’s the CliffsNotes version. Sanchez had 229 plate appearances in 2016. Four of them came in May, in a game for which he was called up for the sole purpose of DH’ing against Chris Sale. It didn’t go well. Back to the minors he went, until he re-emerged in August. That’s where the fun started. When all was said and done, Sanchez had hit .299/.376/.657 (!) and tied Wally Berger for the distinction of fastest ever to 20 home runs. Oh, and he played good defense behind the plate. And showed off a howitzer of an arm while throwing out over 40% of would-be stealers.

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The 2017 Free Agent Landmines

Yesterday, we looked at the five players I think have the best chance to outperform their expected contracts among this class of free agents. Today, we’re going the other direction, looking at the five players I think represent the biggest chances to be regrettable contracts.

Last year, this was an easier task. With a pretty deep free agent class, it wasn’t that hard to find five guys who looked like overpay candidates, and so I tagged Dexter Fowler, Yovani Gallardo, Justin Upton, Jordan Zimmermann, and Chris Davis as the five guys to avoid. Fowler, of course, was also treated as something of a landmine by the league, and ended up being one of the best bargains of the off-season after re-signing with the Cubs for one year. The other four, though, lived up to landmine status, combining for a grand total of about +6 WAR despite making about $75 million between them.

This year, finding five guys to fit here was tougher. The diminished free agent class means there are just fewer guys who are going to command big deals, and fewer guys getting big contracts means there are fewer guys who will sign albatross deals. So, while we’re still naming five guys to avoid, the magnitude of the problem if a team signs one of these players will likely be a lot smaller; we’re mostly talking overpays of $10 or $20 million or something, not $50 million like some of the guys last year. These guys are probably inefficient signings, but not franchise-killing disasters.

With that said, let’s get to the guys I’d suggest avoiding this winter.

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The Risk of a Justin Turner Deal

While Yoenis Cespedes appears headed for the biggest free-agent contract this winter, he doesn’t enter the offseason with the distinction of having recorded the best 2016 campaign of all the market’s remaining free agents. That would be Justin Turner, actually, with a 5.6 WAR. In terms of probable outcomes for next season, Turner has Cespedes beat there, too, with a 3.6 projected WAR for next year (to Cespedes’ 3.0).

So Turner, despite having produced the better 2016 season and despite possessing the better 2017 projection, is likely to receive less money than Cespedes. Turner’s a year older, which might account for some of the difference, but age is also baked into the aforementioned projections. Ultimately, Turner could be a bargain. Even with bargains, though, there remains some risk.

Dave Cameron, in his annual Free Agent Bargains piece, makes the case for Turner:

Turner looks like this year’s Ben Zobrist; a good player who will get underpriced because he doesn’t feel as good as he actually is. At $70 or $80 million, Turner still isn’t getting priced like a star; that’s Mike Leake money these days. And Turner is pretty clearly better than a pitch-to-contact starting pitcher. So for a team that wants an impact player at a price that doesn’t reflect the kind of value they’re likely to get, Turner is probably the best bet on the market.

The evidence backs Cameron’s assertion. The crowd pegged Turner for a $70 million contract over four years, while Cameron went a bit higher at $80 million. Using Turner’s 3.6 projection for next season, a value of $8.5 million per WAR and the standard aging curve, we arrive the following projected values.

Justin Turner’s Estimated Value — 5 yr / $119.8 M
Year Age WAR $/WAR Est. Value
2017 32 3.6 $8.5 M $30.6 M
2018 33 3.1 $8.9 M $27.7 M
2019 34 2.6 $9.4 M $24.4 M
2020 35 2.1 $9.8 M $20.7 M
2021 36 1.6 $10.3 M $16.5 M
Totals 13.0 $119.8 M

Assumptions

Value: $8.5M/WAR with 5.0% inflation (for first 5 years)
Aging Curve: +0.25 WAR/yr (18-27), 0 WAR/yr (28-30),-0.5 WAR/yr (31-37),-0.75 WAR/yr (> 37)

With those figures, Turner is likely to be a major bargain. But beginning with Turner’s 2017 projection is only one means to estimate his future production. We can also use some comps.

Turner has had an unusual run to his current role as “prime free agent,” going from replacement-level player through age 28 to one of the better players in baseball over the past three years. He’s not the first player to make this type of transition, but his unusual trajectory makes it difficult to find historical precedent.

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Eric Longenhagen Prospects Chat, Brine Your Bird

12:04
Eric A Longenhagen: Good morning from Tempe. We’ll likely hold firm the an hour today as I’ve got to get to the west valley for a Fall League game (Stephen Gonsalves throwing again for Surprise).

12:04
Eric A Longenhagen: A few things before I dive in, first…

12:04
Eric A Longenhagen: Rockies list went live today, it’s here: http://www.fangraphs.com/blogs/top-24-prospects-colorado-rockies

12:05
Eric A Longenhagen: Second, there are A LOT of hypothetical trade proposals in the queue. Sorry, but I’m not one for that kind of speculation so I’ll be avoiding those. Let’s begin.

12:06
Max: If you had to pick one Arizona Fall League player to take No. 1 overall in a draft, who would it be?

12:07
Eric A Longenhagen: If Moncada still counts even though he left with another injury of his, then him. If not I’m picking between Bellinger, Eloy Jimenez and Gleyber Torres.

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Did Jeremy Hellickson Really Improve This Year?

Around this time in 2015, right-hander Jeremy Hellickson had just completed a three-year stretch during which he recorded a cumulative ERA near five and experienced some injury troubles to boot. Following his one and only season in Arizona, he was traded to Philadelphia for a young righty who wasn’t even among the Phillies’ top-25 prospects at the time. There wasn’t a great deal of reason for optimism.

A year later, circumstances are considerably different. Following a three-win season, Hellickson received a qualifying offer from the Phillies — and now the 2017 edition of Hellickson will earn $17.2 million. The results were pretty different, in others words. But what about the process? Are these the same Hellicksons?

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Why I Voted for Michael Fulmer

These days, some people are hard at work trying to understand one another. As votes rolled in and results were released, segments of the population were taken aback. In certain corners, the mood has been celebratory, triumphant. Elsewhere there has been fear, disappointment, and, more than anything else, confusion. “How could anyone make that choice?” many have wailed. “How could so many people overlook all the evidence?” I won’t pretend to be more than I am. I know that I am but a single man in a rising, roiling ocean of souls. But I can try to defend at least my own decision. For 2016 American League Rookie of the Year, I voted for Michael Fulmer ahead of Gary Sanchez.

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Neil Walker Is Staying With the Mets

Here’s a fun fact for you. There’s so much talk about the Mets and Yoenis Cespedes. About how Cespedes is so important to the Mets, about how the lineup can’t function without him. I’m not going to argue that Cespedes isn’t important. Great player! But if you look at last year’s Mets position players, the leader in WAR was Neil Walker. Only Noah Syndergaard had a higher WAR on the team, and Walker barely played two-thirds of the season.

So the Mets are probably pretty happy with the news that Walker has accepted their $17.2-million qualifying offer. Walker becomes the second of two players to accept the QO this offseason, joining Jeremy Hellickson. Hellickson might be thinking ahead to a midsummer trade. Walker wants to win the World Series where he is.

The only reason we’re here is because Walker had back surgery. He’s a 31-year-old middle infielder with a brand new scar, and he didn’t play a game after August 27. If Walker had stayed healthy and kept up his performance, he would’ve had zero trouble finding three or even four guaranteed years. But things being what they were, Walker sensed the market would be more cautious. There’s not even great demand for second basemen in the first place, at least not among contenders, and Walker has a new red flag. It makes plenty of sense for him to take the money, and then look ahead to a healthy season, after which the QO system is likely to have been modified.

The surgery is the unknown here. I don’t know what we can reasonably be expected to make of it. I don’t know how Walker feels about his back. I don’t know how the Mets feel about his back. I assume the Mets wouldn’t have made the offer if they thought Walker might never play second base again. I have to think that Walker will resemble himself on the field. If he does, well, the last three years, he’s run a wRC+ of 120. That puts him around Nolan Arenado, Chris Davis, and Ben Zobrist. He’s not a baserunning plus, but he’s also not a baserunning minus, and he might be only a modest liability in the field. The numbers think last year he was actually quite good. The numbers kind of struggle to make sense of infields these days, with players constantly moving around, but Walker has played second almost exclusively. He can handle the position if he can move well enough.

If his back holds up, Walker will be okay. He’ll get his contract next season, after making more money than he’s ever seen in 2017. If his back doesn’t hold up, well, $17.2 million is a hell of a guarantee. By making the offer, the Mets acknowledged they think Walker will probably be fine. By taking the offer, Walker acknowledged the surgery would depress his market. There’s only one way for such a red flag to be lowered.

The Mets will presumably now turn their full attention to Cespedes and a reliever or three. They might never escape all the injury-related question marks, but perhaps next year those questions might have fewer negative answers.


Here Are the Fans Who Read FanGraphs

It’s probably no secret that I like to run polling projects, as a means of crowdsourcing various questions. From time to time, I’ll run posts that include polls for all 30 teams, and as soon as those posts get published I can’t wait to get a chance to analyze the data. It’s fun to see what the data says about the questions being directly asked, but that’s not the only use. We can also examine demographics!

In some polling posts, you’re free to participate however much you want. In others, though, I ask you to self-identify as a fan of a specific team, or of specific teams. For example, in a polling post about which teams might beat the projections, I’m fine with everyone voting for everyone. But when it comes to, say, fan excitement ratings, then I’m just looking for you to vote about your own favorite team. Very obviously, I can’t actually control how you vote, but the numbers show that you all do a pretty good job of playing along.

So with that being said — here’s a small meta-analysis. I looked at the numbers from all of my polling projects in which you were expected to vote for just one or two teams. This only goes back a couple years, but by looking at participation, we can see where the audience loyalties are. Which fan bases are over- or under-represented around these parts? Wonder no more!

community-loyalties

It’s important to note, again, this covers just a couple of years. Within those years, the Blue Jays have been successful, and the Cubs have been wildly successful, so, yeah, that sort of makes sense. But the Cubs have had the highest turnout, followed by the Jays, followed by a massive gap until you get to the Red Sox. They might as well be even with the Mariners. At the left are the fans who’ve been around and most eager to participate in polling projects.

On the right, the opposite of that. One of every 54 participants has identified as a fan of the Rockies. One of every 53 participants has identified as a fan of the Padres. The teams over there mostly aren’t very good, and a lack of success is going to depress online reading and engaging, but I bet the lowest teams aren’t surprising. I’ve mentioned before that certain teams just don’t seem to have strong Internet communities, at least as far as overlapping with FanGraphs goes. I know there are Rockies fans, but they can be difficult to reach.

I don’t have anything else. I just got the idea to create a little bar chart. As you were!