FanGraphs Baseball

Brandon Beachy, and a Sort of Depth-Hack

I don’t think the Dodgers deserve that much credit for signing Brandon Beachy. It’s not like it’s a particularly innovative idea, and a whole host of teams were interested in landing him. The Dodgers beat out almost everyone in available resources, and they beat out almost everyone in immediate outlook, and they had this other advantage, as well:

Beachy said deciding on the Dodgers was easy, mostly because the surgeon of his second Tommy John, Dr. Neal ElAttrache, is also the Dodgers’ team doctor.

“It’s the best place to be,” Beachy said. “I have a lot of faith in Dr. ElAttrache and the training room’s view for bringing me along meshes well with that.”

Beachy was drawn to the Dodgers, and the Dodgers were sufficiently drawn to Beachy to get him to sign. Given everything, the Beachy pickup hardly qualifies as any kind of genius, but for one thing, the upside is readily apparent — the upside of these things is always apparent — and for another, Beachy makes for an interesting depth play. That point isn’t Beachy-specific. Beachy and pitchers like him make for interesting depth plays.

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2015 MLB Arbitration Visualized

These graphics are part of an on-going arbitration research project and is co-authored by Sean Dolinar and Alex Chamberlain.

Major League Baseball’s salary arbitration wrapped up this past week after a particularly busy year where there were 14 arbitration hearings. Arbitration is a process reserved for players who have accrued three to five years of service time (or two years, if he’s Super-Two eligible; a negligible detail in the context of this post). The entire process revolves around the mechanism of the arbitration hearing, but very few cases actually make it that far. In the formal arbitration process, the team files a one-year contract offer and the player counter-files a one-year contract demand. If both parties cannot reach a formal agreement, an arbitrator is summoned to rule in favor of one party or the other — that is, the arbitrator chooses either the player’s salary demand or the team’s offer — and the contract becomes binding.

However, players and teams typically avoid arbitration by successfully negotiating a one-year salary. Sometimes, both parties file for arbitration and submit salary offers but still end up successfully negotiating without having to resort to a hearing.

The graph below visualizes this process using data obtained from MLB Trade Rumor’s Arbitration Tracker tool. Each player’s gray line represents the difference between his filing and the team’s, and the gray tick indicates the midpoint between the two. (Team filings are always less than player filings.) The yellow dot represents the contract value upon which the team and player settled.

2015 MLB Arbitration Settled

It’s immediately noticeable that most settlements occur very close the midpoint. Since the arbitration process, if fully carried out, is a gamble for both sides, teams and players both have a strong incentive to settle before the arbitration hearing to mitigate their own risks.

A player-team settlement doesn’t have the dramatic flair of an arbitration hearing. As aforementioned, the hearing is an all-or-nothing gamble; there is a clear-cut winner and loser for each case. The gray line in the graph below represents the same filing numbers as the previous graph, but now the results are bound to either end of the range indicating if the player won (green) or if the team won (red).

2015 MLB Arbitration Hearing Results

Again, there’s no meeting in the middle here. Of the 14 hearings this offseason, players won six and teams won eight. An arbitrator ruled in favor of Mark Trumbo to the tune of almost $2 million; meanwhile, an arbitrator ruled against Josh Donaldson for almost the same amount. Despite having a more moderate gap of $1 million, Mat Latos and Neil Walker — the players with the two highest filings in arbitration hearings — lost their cases. Just from eyeballing the data, teams generally won the hearings with wider ranges in offers, and players generally won the hearings with narrower spreads.

The two graphics in this post represent only the cases where the team and player filed salary figures, but usually the team and player reach an agreement before filing. We wanted to provide a comprehensive and very large graphic that visualizes all the players eligible for arbitration and signed a one-year deal. We omitted multiyear contract extensions, because they are more difficult to compare since players will typically discount their one-year value in exchange for long-term security.

We’ll have more arbitration related information on the site as the project goes along, but for now, we thought you’d enjoy these looks at how the process resolved for each player this winter.


Dave Cameron FanGraphs Chat – 2/25/15

11:42
Dave Cameron: Happy Wednesday. Let’s talk baseball for an hour or so.

11:43
Dave Cameron: The queue is now open, and we’ll start chatting at noon.

12:01
Comment From mtsw
Tell us what you think about the ESPN rankings of how “analytical” each pro sports organization is. The MLB rankings seemed to be “29 teams ranked by how often they reveal details of their front office to reporters and the Phillies at the bottom”

12:02
Dave Cameron: Ben Baumer, who did the MLB write-ups, isn’t a reporter. He worked for the Mets, and interacted with many of the people he listed. I thought it was pretty well done, and was mostly accurate in reflecting each organization’s efforts to embrace analytics.

12:03
Comment From PaKCman
So Ken Tremendous has to do a baseball analytics-themed sitcom next, right?

12:03
Dave Cameron: I realize I’ll probably get burned at the stake for this, but I watched one episode of Parks and Rec years ago, didn’t laugh once, and have never watched since.

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FanGraphs Audio: An Informal Conversation w/ Yoan Moncada

Episode 535
Promising Cuban infielder Yoan Moncada signed with Boston on Monday for $31.5 million. FanGraphs’ lead prospect analyst Kiley McDaniel spoke with him on Tuesday and has provided a series of audio vignettes from that conversation, which are reproduced here. Note: the actual audio with Moncada begins at about the 10:30 mark. It’s preceded by a brief conversation with McDaniel, who provides helpful contextual notes and other observations.

From McDaniel’s conversation:

Don’t hesitate to direct pod-related correspondence to @cistulli on Twitter.

You can subscribe to the podcast via iTunes or other feeder things.

Audio after the jump. (Approximately 26 min play time.)

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00:25:40

The Best of Spring Training Sample Sizes

Finally, after what seems like an age, the appointed heroes amongst us mortal men and women have descended upon the ebullient corner of the nation, ball and glove in hand, to throw and to catch. Yes, it still snows 12 inches every week in the Northeast, but the dream is once again here — may we all rejoice in the date of winter’s true passing.

In honor of the fine March spectacle we’re about to witness, or rather to honor the sometimes low-level professional baseball that passes for spectacle because of the state of our desperation, I thought it might be a good exercise to relive some of the glories of past spring trainings. The reason for this is twofold: to remind everyone that spring training stats are next to worthless, and also to celebrate how weird baseball can be when constrained to a small sample size. Today we’re going to revel in the fact that we’re playing the game again by looking at freak occurrences that can only happen in Arizona in March.

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Should You Build Your Staff To Fit Your Home Park?

You play 81 games at home a year, so it seems like it might be a good idea to think about that park when you’re building your team. Then again, you play 81 games on the road, maybe it’s not a good idea to worry too much about one half of the ledger, particularly if your home park is an extreme one.

Extreme parks lead to extreme home-road splits. That part seems obvious, but it bears out in the winning percentage, too. Take a look at how teams that have called extreme parks home have faired over the last five years compared to the middle.

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Pre-Spring Divisional Outlook: AL Central

Throughout the early stages of the calendar year, I’ve been taking a pre-spring training look at each of the six MLB divisions from a slightly different perspective. Utilizing batted ball data, we’re going back over the 2014 season, attempting to calculate each club’s true talent level. Making adjustments for teams’ offensive and defensive K and BB rates and team defense, each team’s true talent 2014 won-lost record is calculated. Then, we’ll take a look at the current Steamer projections for 2015, evaluate key player comings and goings, and determine whether clubs are constructed to be able to handle the inevitable pitfalls along the way that could render such projections irrelevant. Today’s last installment of this series features the AL Central.

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Effectively Wild Episode 622: 2015 Season Preview Series: Milwaukee Brewers

Ben and Sam preview the Brewers’ season with J.P. Breen, and Sahadev talks to Brewers play-by-play broadcaster Joe Block (at 24:16).


FanGraphs After Dark Chat – 2/24/15

6:22
Paul Swydan: Hi guys!

6:22
Paul Swydan: 9 pm ET. Get your questions in now. I have to cook dinner. OK thanks bye!

7:02
Paul Swydan: ONE RULE FOR TONIGHT – NO PARKS AND RECS SPOILERS. I’m not going to watch it until after the chat because I put your happiness before my own. Don’t spoil it for me!!!

9:01
Paul Swydan: One sec.

9:01
Comment From Pale Hose
Parks and Rec is on at 10 tonight. We can’t spoil. I’m ordering calzones.

9:02
Paul Swydan: Does Tom’s Bistro make cal-zone-es? (weird ben wyatt italian voice)

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Ike Davis Looks to Connect

Over the last few years it’s become pretty well accepted that a strikeout isn’t dramatically worse than any other kind of out for hitters. But that being said, making contact is still almost always better than not making contact. There might be a rare instance in which you’d prefer to swing through a pitch because the next one is going to be right in your wheelhouse, but on balance, making contact when you swing is the goal. As such, a high contact percentage is a valuable trait.

Of course, not all contact is created equal and you don’t necessarily want to maximize your contact rate at all costs if it means you won’t be hitting with the same authority. If you can make contact without it turning into weak contact, that’s probably what you want to do.

Every year, I like to look at the biggest gains and losses in particular statistics and contact rate is always one that’s pretty interesting. You can luck into a nice BABIP or wind up with a few extra home runs without changing your game, but a significant change in a plate discipline stat is usually not occurring at random. The change might not always help you predict the future, but it’s unlikely a big spike in contact rate is simply noise.

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