Archive for November, 2014

On Mark Minicozzi, or Complementing Projections with Reason

Last offseason, the Yankees signed infielder Yangervis Solarte — who’d left the Rangers by way of minor-league free agency — to a decidedly more robust minor-league deal than is the standard in the industry. The result for New York was ultimately a positive one: not only did Solarte record the highest major-league WAR figure in 2014 of any player who’d departed his club the previous offseason by way of minor-league free agency, but the Yankees were able to parlay him (along with right-handed prospect Rafael De Paula) into a trade for Chase Headley.

As noted by Kiley McDaniel earlier this month, the Solarte signing wasn’t an anomalous one for the Yankees: they’d completed similar deals with reliever Jim Miller and catcher Bobby Wilson, as well. And while neither of those players did much of anything at the major-league level, the strategy was ultimately a very profitable one for New York based on Solarte’s production alone — profitable enough, as McDaniel notes, to fund 10 seasons of such an experiment.

“Who might be the next Solarte?” one wonders. On Tuesday afternoon, the St. Louis Cardinals signed one possible candidate, infielder Dean Anna, to a major-league contract despite the fact that Anna enters his age-28 season with just 25 major-league plate appearances ever. The projections offer some logic to St. Louis’s decision: despite that limited major-league track record, Anna’s projected to produce an 89 wRC+ and slightly above-average second-base defense — a combination of skills which, when taken together, produce a nearly league-average major leauger. That’s a considerable value for a league-minimum contract.

This post was originally going to be called something like The Top-Five Minor-League Free Agents by the Projections — written with a view, that is, towards identifying those minor-league free agents most likely to receive that Solarte-type money and produce the Solarte-type production. In fact, it’s quite possible I’ll publish a post along those lines next week. But what becomes clear as one inspects the issue more closely is that, while the computer math of a projection system like Steamer is capable of translating without too much difficultly a player’s minor-league batting numbers to a major-league environment, producing a defensive projection for that same player is more difficult. And those defensive projections, if taken without any sort of healthy skepticism, can alter one’s understanding of a player’s value.

In particular, this is true of those players who’ve lingered long enough in the minors to have reached free agency. For, while an 18-year-old shortstop prospect is likely to remain a shortstop into his age-19 season, those players who began their careers a decade ago have very possibly become a different sort of player.

Consider the case of Mark Minicozzi, for example. Selected by San Francisco in the 17th round of the 2005 draft out of East Carolina University, Minicozzi made every one of his minor-league starts in the Giants system between 2005 and -07 at either second, third, or shortstop. Following a elbow injury, however, he was released by the organization and spent the entirety of the next three seasons in the independent Atlantic, Can-AM, and Northern Leagues — after which he was re-signed by the Giants in 2012.

Now, he enters his age-32 season with a decidedly different physique and set of skills than that 23-year-old version of himself originally drafted by San Francisco. And while he’s made starts at both second and third base as recently as 2013, he made the majority of his defensive appearances in 2014 at first base and left field.

With that thought in mind, let’s consider his Steamer projection for 2015, prorated to 600 plate appearances:

PA AVG OBP SLG wRC+ Off Def WAR
600 .246 .316 .351 95 -4.0 2.2 1.8

Minicozzi’s projected batting line is nearly major-league average — and this oughtn’t be too shocking. Over a span of three seasons since his return to the Giants organization, Minicozzi has produced a batting line about 30% better than average relative to the various leagues in which he’s played. This year with Fresno — his first at the Triple-A level, incidentally — the 31-year-old Minicozzi produced reasonable walk and strikeout rates (13.2% and 22.4%, respectively) while also hitting 12 home runs and exhibiting above-average batted-ball skill (.371 BABIP) in 370 plate appearances. That he would profile as a slightly below-average major-league batter is entirely reasonable.

The question of Minicozzi’s defensive value is a more difficult one to answer, however. For while, as noted, Minicozzi played mostly first base and left field in 2014, he did make those starts at second and third base in 2013, and has, at points in his career, played exclusively those more difficult infield positions. It’s possible that his starts at less demanding positions are reflective of a loss of agility and athleticism — not an unreasonable proposition given Minicozzi’s age. (Defensive skills peaks quite early in player’s career.) That said, it’s also possible that the organization has moved Minicozzi to those less demanding positions to allow younger, more promising players their due repetitions at the position (second or third, for example) they’re likely to play in the majors.

The way Steamer handles Minicozzi, specifically, is to offer no projection of fielding runs saved (which is typical for Steamer of minor-league players) and to assess the positional adjustment of a second or third baseman (+2.5 runs per season). That explains the +2.2 figure in the defensive column (Def) of Minicozzi’s projection above.

From what we know of Minicozzi, projecting him to be a major-league-average second or third baseman — or a decidedly above-average left fielder, for example — seems ambitious. In the specific case of Minicozzi, it almost certainly is. Producing 4000-plus projections, however — such as are available by means of Steamer for position players alone — necessarily requires the employment of some assumptions — chief among them, what position the player in question is likely to play adequately. And while those assumptions might work well for the majority of players, it’s also true that in specific instances — such as the case of players like Minicozzi — that one will be required to apply some reasonable alterations.

For Minicozzi, as we’ve noted, a probably reasonable assumption is that he’s more well-suited to left field now. Applying the generic positional adjustment for a left fielder (-7.5 runs per season) to Minicozzi’s projected 2015 line (again, prorated to 600 plate appearances) yields this result:

PA AVG OBP SLG wRC+ Off Def WAR
600 .246 .316 .351 95 -4.0 -6.6 0.9

Is that ultimately more accurate? I don’t know — although, it’s probably true that, in the case of an older minor leaguer, assuming that he’s closer to a replacement-level player than league-average one is probably smart. Ultimately, though, this post isn’t about Mark Minicozzi and his 2015 season. It’s about projections — and specifically it’s about how one needn’t entirely abandon a projection merely because one aspect of it (like the defensive part) appears not to fully depict the reality of the player’s situation. The projections are wildly useful as a starting point to a discussion about a player’s ability. In those cases where more major-league data is available, those starting points are decidedly accurate. In those instances where no major-league data is available, however, the projections still have their uses — so long as they’re complemented by reason on the part of the one considering them.


FG on Fox: Why $300 Million for Giancarlo Stanton Makes Sense

It was an astonishing figure that Ken Rosenthal reported. On some level the figures are always astonishing, but this one was especially so. Allow me to jog your memory:

Would Giancarlo Stanton turn down the biggest contract in professional sports history?

The Miami Marlins apparently intend to find out.

The two sides are discussing a deal that would be for at least 10 years and at least $300 million, according to major-league sources.

There used to be some talk that Clayton Kershaw would become the first $300-million man, and then he signed for about seven-tenths of that. Miguel Cabrera came close, but now it’s Stanton who’s threatening to break through the barrier. It’s astonishing, really, for multiple reasons. There’s the raw amount of money. There’s the team said to be considering the raw amount of money. There’s the player said to be considering the raw amount of money, what with Stanton’s reaction a few years back to the Marlins’ most recent fire sale. The snarky way to explain this is that it would take $300 million for the Marlins to convince anyone to trust them. Why sign with that team if you don’t have to?

But the Marlins have insisted for a long time that they’re committed to keeping Stanton around. Maybe, finally, they’re going to turn over a new leaf. We can’t predict where the Marlins are going to go. We know only that they have some talent now, and that they might soon sign their brightest star to a contract worth almost a third of a billion dollars. That seems like a lot. But, is it crazy, or is it entirely reasonable?

Read the rest on Just a Bit Outside.


Kiley McDaniel Prospects Chat – 11/14/14

11:58
Kiley McDaniel: Looking for a snappy intro? Then you’re at the wrong chat.

12:00
Comment From TK
That’s… kinda snappy, no?

12:01
Kiley McDaniel: Sounds like I need to ratchet down the snappiness. Note taken.

12:01
Comment From Graham
Seeing a number of differing opinions on Devon Travis since he was traded to the Jays. Everything from “not a big-leaguer” to “possible future batting champ.” What are your thoughts on Devon Travis?

12:03
Kiley McDaniel: He’s an okay defensive 2B with feel for the barrel and some speed that has a not so dynamic swing but makes the most of it. Could be a starter if it all comes together, more of a fringe regular or good backup for me.

12:03
Comment From Del Martin
Rumor has it that the Padres and Rangers are working on a trade that would reunite Preller with some of his discoveries. As a Padres fan, who should I be hoping for?

Read the rest of this entry »


General Managers on the Current Run-Scoring Environment: Thoughts from Phoenix

There is no disputing that offense is down. Teams are scoring fewer runs and hitting fewer balls over fences. Strikeouts numbers have grown precipitously. Some of the reasons behind those changes are clear. Others are more speculative. The bottom line is that the offensive environment isn’t what it was as recently as a handful of years ago.

The downturn begs two questions: 1. Is this an irreversible trend (barring rule changes), or is it simply a cyclical dip? 2. How does it impact roster-building decisions?

With the GM meetings taking place in Phoenix this week – yes, the weather was pristine – I decided to ask those very questions to a cross section of the decision makers. Not surprisingly, opinions varied.

Let’s start with the first of the two questions: Trend or Cycle?

Rick Hahn, Chicago White Sox: “There are elements like the strike zone and the velocity we’re seeing out of pitchers. Those have had a dampening effect. Defensive shifts have conceivably brought down the offensive effectiveness of some players. So, there are some tangible reasons to point to, but I do think part of it is just the cyclical nature of the game.”

Chris Antonetti, Cleveland Indians: “I’m not sure how far into it we are, but I think there are a number of different factors that have impacted the offensive environment in baseball. I don’t think it’s just a blip on the radar. I don’t necessarily see that dynamic changing if we don’t consider measures to maybe make some adjustments.”

Terry Ryan, Minnesota Twins: “No I don’t (think it is an irreversible trend). In fact, I absolutely don’t. Pitching is better, and sometimes you go through streaks where there just aren’t that many hitters coming up, or people producing on the offensive side of the game. I think that will correct itself.”

Doug Melvin, Milwaukee Brewers: “You have to be careful to make sure the cycles of offense and pitching are really that – a cyclical thing. There are probably some things affecting it a little bit, like bullpens and match-ups. The schedule is still a grind. There were also some good-quality hitters hurt over the course of this year – guys like Joey Votto – which affects offense. It could bounce back.”

Dave Dombrowski, Detroit Tigers: “That’s a great question and I’m not sure I know the answer. In my estimation, the game is probably going to look at that topic. Right now, unless some things change, I think run production will continue to be down. I don’t think it will go down much more, but the trend will stay down from an offensive perspective.”

Michael Hill, Miami Marlins: “We evaluate trends, but I would say it’s more pitcher-driven than anything. It’s pitcher driven with power arms in rotations and power arms in bullpens. Who knows what that will mean long term?”

——

The second question — does the trend/cycle impact decisions-making? — also resulted in mixed views. GMs are typically coy when it comes to anything related to player-acquisition, but a few of them offered interesting perspectives.

Farhan Zaidi, Los Angeles Dodgers: “Just when you think you’ve identified a trend, it seems like things go the other way. It’s really just about building the most-balanced team. It’s not like we’re going to think to ourselves, ‘This team had success with guys who steal a lot of bases, so let’s go that way.’ We learn every season there’s more than one way to skin a cat. I don’t think we’re going to be overly dogmatic in our approach.”

Mike Rizzo, Washington Nationals: “I think you build a team depending on a lot of factors – talent level at the big-league level, talent level on the minor-league side, who’s coming up, the type of ballpark you play in, what the division looks like. All of those ingredients go into how you build a roster. We’re going to approach this season no different than any other.”

Neal Huntington, Pittsburgh Pirates: “Players in their mid 30s are players in their mid 30s. Very rarely do they suddenly get better, as happened with some in the 1990s and 2000s. Depth is important. You look at what Kansas City and Baltimore have done, having deep and talented rosters. They can rest players and not have a huge drop off. Youth and depth are absolutely crucial to roster building as we go forward.”

John Mozeliak, St. Louis Cardinals: “Your most knee-jerk reaction is to adjust to what you need now. You look at your offensive projections and how that’s going to translate into wins. But when you start thinking more long term, guys with a 1.000 OPS are rare. Our 2004 team had three – Edmonds, Pujols and Rolen – and those days seem so foreign. One thing you might start to see is a little bit more small ball and speed back in the game, teams trying to figure out a way to manufacture runs.”

Rick Hahn, Chicago White Sox: “You’re always having conversations about staying ahead of where offense, defense, and pitching are going. You want to be on the cutting edge, whether it’s acquiring undervalued players or players you can project to play a greater role based on their ability or the environment you’re going to drop them into. The conversations haven’t changed much, but the targets have altered in recent years. I think athleticism and the ability to contribute both offensively and defensively has become more important.”

Dave Dombrowski, Detroit Tigers: “You have to be cognizant of everything that’s taking place at a particular time. You analyze, and you have to decide how you’re going to use that information when building a club. Power is diminished, but how much more are you going to pay for somebody based on that lack of power? Where does that fit in with your philosophy of making contact? There’s just so much that goes into it.”

——

Look for more from this week’s GM meetings in my upcoming Sunday Notes column.


Effectively Wild Episode 574: The Cubs’ Unparallelled Prospects

Ben and Sam talk to BP prospect staffers Nick J. Faleris and Chris Mellen about the Cubs’ top-ranked farm system.


Explaining My National League MVP Ballot

As I noted on Tuesday night, I was privileged to be selected to vote on two postseason awards this year; the National League’s Manager of the Year and the Most Valuable Player. As was just announced, the MVP award went to Clayton Kershaw, edging out Andrew McCutchen and Giancarlo Stanton for the top spot. You can see the full results of the voting at BBWAA.com. Below, I’ll explain each of my selections, and why I voted as I did.

First, a very quick overview of my philosophy. I generally think the best player and most valuable player are the same thing, and I don’t really care too much about a team’s performance when trying to determine the quality of an individual player. However, I also don’t think it’s entirely correct to focus solely on context-neutral numbers, as we generally do when trying to evaluate a player’s true talent level. Context-specific specific performance absolutely drives some of the variation in team win-loss records, and distributing your performance into the most critical situations can definitely affect your teams record one way or another.

My goal was to identify the players who added the most wins to their team in 2014, and even though “clutch performance” doesn’t really appear to be a thing a player has much control over, it still matters when tallying up wins and losses. The Royals won 89 games instead of 81 games primarily because of the distribution of their performances, and if we focused solely on the context-neutral contributions of their individual players, we’d come up eight wins shy of their actual total.

So, on my MVP ballot, the timing of performances mattered. I leaned more on RE24 rather than wRC+, and attempted to incorporate high leverage performance into the calculations as well. It might not be a repeatable skill, but I don’t think that’s what we’re trying to measure. We’re just trying to look for who added the most value in 2014, and for that question, I thinking including the timing of events is important.

Okay, now to my ballot.

Read the rest of this entry »


Pirates Go to the Pitch-Framing Well, Add Francisco Cervelli

Did you read the article from a week ago about the Astros trading for Hank Conger? Great, then you’ve already read this article, too. The Pirates just followed a similar path, sending Justin Wilson to the Yankees in exchange for backstop Francisco Cervelli. Wilson’s left-handed and cost-controlled, and he throws hard, so the Yankees see him as a valuable part of the bullpen right away. But it’s Cervelli who’s the more interesting piece, here. He’s the more interesting piece for reasons you might be tired of reading about.

The Pirates, as you know, are probably going to lose Russell Martin to a team with a higher payroll. Listen to them tell it, and getting Cervelli doesn’t close the door on a Martin return; the front office is still hopeful. But the team sounds prepared to give Cervelli the bulk of the playing time, if necessary, just as the Yankees were in 2013. Cervelli is unproven as a regular, but he’s fairly proven as a framer, which is a skill the Pirates appear to value.

Read the rest of this entry »


Yoan Moncada: The Most Fascinating Story of the Offseason

I wrote about 19-year-old Cuban infielder Yoan Moncada last month, but enough has happened since then that it’s time for an update. Yesterday, he had his first open workout since leaving Cuba, with scouts gathering for the spectacle in Guatemala City. About 100 scouts were there, with nearly every team represented and most rolling a few deep with heavy hitters: special assistants, VPs and directors of scouting.  Before I get to the talent, interested teams and potential bonus, I’m going to take a step back and let you guys know how weird this situation already has become.

An Unprecedented Background

I was told by Moncada’s agent last week that he was allowed by the Cuban government to leave the country, that Moncada has a Cuban passport and can fly back to the country whenever he wants to.  I haven’t been able to formally confirm this, but there’s no reason for the agent to lie about it, and multiple high ranking club executives told me this is how they understand the situation at this point as well.

Read the rest of this entry »


What Corey Kluber Winning the Cy Young Tells Us

Corey Kluber won the American League Cy Young Award on Wednesday, beating Seattle’s Felix Hernandez by 10 points, with 17 first place votes to Felix’s 13. In doing so, Kluber became the first Indians pitcher to win the award since Cliff Lee in 2008, the first Indians right-hander to win the award since Gaylord Perry in 1972, and the first player in the entire MLB with the initials C.K. to win a Cy Young since Clayton Kershaw, like, 20 minutes earlier.

This came as a bit of a surprise! Most people expected Hernandez to win. Four of five CBSSports MLB writers polled here selected Hernandez. This Washington Post article from September had Kluber third. 62% of the 18,000 individuals polled by SportsNation picked Felix. This ESPN forecast gave Hernandez a 70% chance to win. Nobody actually thought Kluber was going to win this.

And that makes sense. Kluber had an awesome year, but Felix had an awesome year, too, and he was more awesome in some of the ways that have historically been rewarded. Jeff put it pretty well in his post from yesterday in saying that there really was no right choice for this award. Kluber and Felix were damn near equal. But you know that already. You’ve read countless posts about it, and your mind is already made up for who you would have voted. I agree with the selection of Kluber, personally, but this isn’t about who should have won, or my thoughts on that matter. It’s about who did win, and what that can tell us about the voting process in 2014.
Read the rest of this entry »


The Nationals Should Consider Trading Jordan Zimmermann

The Washington Nationals are in an enviable position. The team won 96 games for the second time in three years before bowing out in the division series. They are a talented group, well-built with one of the best rotations in baseball plus a high-octane offense to match.

They are certainly a World Series favorite for 2015 with the talent on-hand. They’re also a team coming to a crossroads. They are in the enviable position of choosing between living for today or planning for the future. Or, most likely of all, they’ll take care of one without tossing the other aside.

As the hot stove season heats up, a number of high-profile Nats names will pop up with regularity. Among their core talent, they have four very good players heading towards free agency at the end of the 2015 season. Jordan Zimmermann, Ian Desmond, Doug Fister, and Denard Span all figure to attract their share of attention as the Nats cannot retain all four players at market prices – to say nothing of workhorse reliever Tyler Clippard.

So what options might general manager Mike Rizzo explore? A rumor connecting Zimmermann and the Chicago Cubs was quickly shot down, but the logical match of the two clubs demonstrates the world at the feet of the Nats front office. They have multiple options in front of them, the best of which requires trading the man who threw a no-hitter in his final regular season start of 2014.

Read the rest of this entry »