Archive for Minor Leagues

Evaluating the Prospects: New York Yankees

Evaluating the Prospects: Rangers, Rockies, D’Backs, Twins, Astros, Cubs, Reds, Phillies, Rays, Mets, Padres, Marlins, Nationals, Red Sox, White Sox, OriolesYankees & Braves

Scouting Explained: Introduction, Hitting Pt 1 Pt 2 Pt 3 Pt 4 Pt 5 Pt 6

Amateur Coverage: 2015 Draft Rankings2015 July 2 Top Prospects & Latest on Yoan Moncada

This is the longest list by a couple thousand words and the 58 videos (most with clips from multiple years) of current Yankee prospects on the FanGraphs YouTube page is the most of any team. Some of this is due to my history with the organization and proximity to their Spring Training home, but mostly due to the depth this once-maligned system has developed.

The big story with the Yankees farm system is their July 2nd spending spree last summer and the harsh critiques ownership gave the player development and scouting departments the summer before that.  One led to the other and now things look to be in a much better shape. It’s still too early to pass judgment on the July 2nd group, but all of the high bonus guys are listed below either on the list or in the others section.

They’re the only names below that are unlinked, since they haven’t played pro games yet, only instructional league; the videos of these players are from the pre-July 2nd showcases in the Dominican and from fall instructional league in Tampa. July 2nd prospects sign contracts for the following year, so the team gets an extra year of control before having to add them to the 40-man roster, rather than starting their clock a year early for just part of a summer of games.

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Dominican League Performance as Indicator of Future Value

At the end of October, the present author published a not entirely exhaustive study which considered to what degree success in the Arizona Fall League (AFL) either did or did not portend future major-league success. Specifically, I looked at those AFL pitchers who’d finished either among the top or bottom third of that league’s starters by strikeout rate — the justification being that strikeout rate (a) is not only a fairly reliable indicator of success, but also (b) becomes stable in relatively small samples.

Even more specifically, I did this:

To better understand how much pitcher strikeout rate in the AFL rate might inform future major-league success, I looked at AFL pitchers from 2005 to -09 who’d both (a) faced 70 or more batters (that is, the sample threshold at which strikeout rate becomes reliable for major-league pitchers) and also (b) made at least half their appearances as starts. Each year in the DWL there are about 25-30 pitchers who meet both those criteria. For each of the five years in question, I isolated both the top and bottom third by AFL strikeout rate, resulting in 43 “high strikeout” and 43 “low strikeout” pitchers (although it should be noted that Adam Bostick appears twice among the high-strikeout group, thus leaving the former group with just 42 different actual players).

Despite the fact that Arizona Fall League performance is largely ignored — or, when it is cited, couched in a surfeit of qualifiers — the results of the study indicate that those pitchers who perform well in the AFL are more likely to perform well in the majors. By a reasonable margin, it seems. Again, the findings hardly suggest that AFL performance ought to be utilized without any context at all, but merely that — so far as pitchers are concerned, at least — it appears to provide non-negligible information regarding future value.

Of course, the AFL isn’t the only extant fall or winter league. Indeed, a number of other players — prospects as well as veterans and journeymen — all participate in the various Caribbean Leagues, the playoffs for which are currently underway in their respective countries. “What?” I asked myself in the service of ignoring something much darker and foreboding in my life, “what might winter-league performance say or not say about a particular pitcher’s future value?”

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The Top-Five Orioles Prospects by Projected WAR

Yesterday afternoon, Kiley McDaniel published his consummately researched and demonstrably authoritative prospect list for the Baltimore Orioles. What follows is a different exercise than that, one much smaller in scope and designed to identify not Baltimore’s top overall prospects but rather the rookie-eligible players in the Orioles system who are most ready to produce wins at the major-league level in 2015 (regardless of whether they’re likely to receive the opportunity to do so). No attempt has been made, in other words, to account for future value.

Below are the top-five prospects in the Orioles system by projected WAR. To assemble this brief list, what I’ve done is to locate the Steamer 600 projections for all the prospects to whom McDaniel assessed a Future Value grade of 40 or greater. Hitters’ numbers are normalized to 550 plate appearances; starting pitchers’, to 150 innings — i.e. the playing-time thresholds at which a league-average player would produce a 2.0 WAR. Catcher projections are prorated to 415 plate appearances to account for their reduced playing time.

Note that, in many cases, defensive value has been calculated entirely by positional adjustment based on the relevant player’s minor-league defensive starts — which is to say, there has been no attempt to account for the runs a player is likely to save in the field. As a result, players with an impressive offensive profile relative to their position are sometimes perhaps overvalued — that is, in such cases where their actual defensive skills are sub-par.

t3. Christian Walker, 1B (Profile)

PA AVG OBP SLG wRC+ WAR
550 .247 .301 .403 97 0.2

Last year, Walker hit 26 home runs in 599 plate appearances between Double- and Triple-A, recording a rate of 29 homers per 600 plate appearances at a ballpark that inflates that sort of batted ball by about 25% and then a rate of about 19 per 600 plate appearances a park that deflates home runs by roughly the same factor. This hardly leads to any strong conclusions about Walker’s power. That said, as a first baseman who lacks a decidedly above-average hit tool or walk rate, Walker’s success at the majors is probably contingent on hitting home runs. He’s projected to hit 19 per 600 plate appearances at the majors in 2015.

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Evaluating the Prospects: Baltimore Orioles

Evaluating the Prospects: Rangers, Rockies, D’Backs, Twins, Astros, Cubs, Reds, Phillies, Rays, Mets, Padres, Marlins, Nationals, Red Sox, White SoxOrioles & Yankees

Scouting Explained: Introduction, Hitting Pt 1 Pt 2 Pt 3 Pt 4 Pt 5 Pt 6

Amateur Coverage: 2015 Draft Rankings2015 July 2 Top Prospects & Latest on Yoan Moncada

Something that came up on every call with an Orioles official was their internal prospect list. Most teams I’ve talked to don’t have a consensus list; maybe a list a couple people in the office maintain with agreed-upon tiers of players, but not one that the whole organization refers to. Others in the org maintain their own lists as well. At one point or another, this master list was referenced enough that I saw some trends where the Orioles own list would diverge from my own.

They skewed high for the near big league ready players, with down list players like Dariel Alvarez and Henry Urrutia much higher than I have them and thus some lower level players like Stephen Tarpley lower than I have them. As you would expect, they also have some information a typical scout may not have, regarding injuries and progress in private workouts, so some players with subpar 2014 season are higher than I have them, like Urrutia, Michael Almanzar and Josh Hart. Other than those two main differences, our lists ended up being pretty similar, with only a handful of players we disagreed on that didn’t fall into one of those two groups.

There’s positives and negatives of having such a list. The official-ness of it means it gets referenced internally all the time and is the starting point for trade talks, so it can morph the internal dialogue about a player for better or worse. While it’s less divisive than it was 10 years ago, there is also still a scouts vs. stats divide on subjects like prospect lists in most organizations, since the evaluation method (particularly on high minors players with lots of data) differs a good bit.  There’s also a positive to having the dialogue that leads to a consensus list, so various factions within the organization know where “their” guys stand and thus know when to speak up in-season if they think their guy warrants a better ranking.

The O’s have had solid drafts under the Dan Duquette regime; they haven’t had tons of extra picks or a high draft position to give them the money or opportunity to get the super elite prospect. That said, the early returns are solid considering that and their lower investment in international bonuses, with Jomar Reyes looking like a steal less than a year after signing.   There’s also depth in pitching at the upper levels, with 5 of the top 12 prospects being pitchers that could contribute in the big leagues in 2015.  From my current ranking of the farm systems of all 30 organizations, I have Baltimore 18th, which may still change before I formally publish those rankings.

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The Limits of Prospect Lists

We’re right in the thick of prospect ranking season right now, with all of the national prospect writers feverishly emailing scouts their top 100 lists and making adjustments with plans to unveil them in the next couple weeks or so.  I’ll hold the details of what and when we’ll be putting up our list, but it will likely be well over 100 players. I’m nothing if not wordy.

Undermining Team Prospect Lists

An interesting thing I’ve noticed while balancing the individual team list research with the overall big list research is how team lists change after I’ve posted them. The reasons I give FVs to players is to categorize them, guessing where I’ll put them in a top 100, to save some time. It’s inevitable, then, that some player I call a 50 FV on his team list will end up being ranked ahead of a that I call a 55 FV on his team’s list. This is expected and part of the reason I’ll be continually updating the team lists (more on this at a later date), so that discrepancy in the team list will be fixed after the big list goes up.

When I write a team list, I talk to 3-5 people with the club, then more from outside the club. I massage the data into a list and usually feel pretty good about it. When I combine all these team lists into a big list, I feel pretty good about it and then I send it to scouts and execs from every team and when I get replies, I start feeling less good about it.

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The Top-Five Nationals Prospects by Projected WAR

Earlier today, Kiley McDaniel published his consummately researched and demonstrably authoritative prospect list for the Washington Nationals. What follows is a different exercise than that, one much smaller in scope and designed to identify not Washington’s top overall prospects but rather the rookie-eligible players in the Nationals system who are most ready to produce wins at the major-league level in 2015 (regardless of whether they’re likely to receive the opportunity to do so). No attempt has been made, in other words, to account for future value.

Below are the top-five prospects in the Nationals system by projected WAR. To assemble this brief list, what I’ve done is to locate the Steamer 600 projections for all the prospects to whom McDaniel assessed a Future Value grade of 40 or greater. Hitters’ numbers are normalized to 550 plate appearances; starting pitchers’, to 150 innings — i.e. the playing-time thresholds at which a league-average player would produce a 2.0 WAR. Catcher projections are prorated to 415 plate appearances to account for their reduced playing time.

Note that, in many cases, defensive value has been calculated entirely by positional adjustment based on the relevant player’s minor-league defensive starts — which is to say, there has been no attempt to account for the runs a player is likely to save in the field. As a result, players with an impressive offensive profile relative to their position are sometimes perhaps overvalued — that is, in such cases where their actual defensive skills are sub-par.

5. Austin Voth, RHP (Profile)

IP K/9 BB/9 HR/9 FIP WAR
150 6.5 3.4 1.0 4.43 0.5

Even though he features just a fringe-average fastball, Voth has had considerable success in his two seasons of affiliated baseball, producing strikeout and walk rates of 27.9% and 6.5% over 173.0 innings. And while he pitched in college, he’s also generally skewed towards the young side of average relative to his levels, so it’s not as though he’s merely preying on less experiences competition. He ended the 2014 season with Double-A Harrisburg and profiles as something better than a replacement-level starter entering 2015.

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Evaluating the Prospects: Washington Nationals

Evaluating the Prospects: RangersRockies, D’BacksTwins, Astros, Cubs, Reds, PhilliesRays, MetsPadresMarlinsNationalsRed SoxWhite Sox & Orioles

Scouting Explained: Introduction, Hitting Pt 1 Pt 2 Pt 3 Pt 4 Pt 5 Pt 6

Amateur Coverage: 2015 Draft Rankings2015 July 2 Top Prospects & Latest on Yoan Moncada

I liked the Nationals’ deal to move Steven Souza for Trea Turner and Joe Ross and they’re doing a nice job finding prospects despite lower draft position and international bonus pool. Being aggressive with injured pitchers in the draft (Giolito) has already paid off big and may soon pay off again (Fedde).

Stacking this system up with the other 14 I’ve done so far, I realize the reason I don’t have a ton to say is the Nationals system is very average, which is an accomplishment given that they are perennial contenders focused on their big league team: they haven’t busted their international pool, gone after high profile international free agents or had the extra picks to spend as much as some other big market clubs with better systems.

Washington made the most of their time in the cellar (and were fortunate that it coincided with Bryce Harper‘s and Stephen Strasburg’s draft years), will make a deal for prospects when they like the value, have a couple high end prospects (which some teams with higher draft positions still don’t have), a solid middle class with okay depth, along with some longer shot upside bets to watch. I’d bet they end up in the 13-17 area when I rank the systems at the end of this process, which shows a large net positive contribution from the scouting and player development staffs.

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The Top-Five Marlins Prospects by Projected WAR

Earlier today, Kiley McDaniel published his consummately researched and demonstrably authoritative prospect list for the Miami Marlins. What follows is a different exercise than that, one much smaller in scope and designed to identify not Miami’s top overall prospects but rather the rookie-eligible players in the Marlins system who are most ready to produce wins at the major-league level in 2015 (regardless of whether they’re likely to receive the opportunity to do so). No attempt has been made, in other words, to account for future value.

Below are the top-five prospects in the Marlins system by projected WAR. To assemble this brief list, what I’ve done is to locate the Steamer 600 projections for all the prospects to whom McDaniel assessed a Future Value grade of 40 or greater. Hitters’ numbers are normalized to 550 plate appearances; starting pitchers’, to 150 innings — i.e. the playing-time thresholds at which a league-average player would produce a 2.0 WAR. Catcher projections are prorated to 415 plate appearances to account for their reduced playing time.

Note that, in many cases, defensive value has been calculated entirely by positional adjustment based on the relevant player’s minor-league defensive starts — which is to say, there has been no attempt to account for the runs a player is likely to save in the field. As a result, players with an impressive offensive profile relative to their position are sometimes perhaps overvalued — that is, in such cases where their actual defensive skills are sub-par.

5. Arquimedes Caminero, RHP (Profile)

IP K/9 BB/9 HR/9 FIP WAR
50 8.7 3.8 0.9 3.86 0.1

Caminero is part of a small collection of minor-league pitchers whose fastball has been identified independently as hitting 100 mph or higher. It’s possible to fail even with that sort of velocity, but the margin of error is larger. Caminero hasn’t thrown quite that hard in limited major-league exposure, sitting more at 95-96 mph. But he’s generated sufficient whiffs both with that and his changeup to compensate for a relative paucity of strikes.

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Evaluating the Prospects: Miami Marlins

Evaluating the Prospects: RangersRockiesD’BacksTwinsAstrosRed SoxCubsWhite SoxRedsPhilliesRaysMetsPadresMarlins & Nationals

Scouting Explained: Introduction, Hitting Pt 1 Pt 2 Pt 3 Pt 4 Pt 5 Pt 6

Amateur Coverage: 2015 Draft Rankings2015 July 2 Top Prospects & Latest on Yoan Moncada

The Marlins are at an interesting place in their development cycle. We’ve seen them be at every stage of the spectrum, from rebuilding to contender, over the last couple decades and now they’re flipping young players for ready-made big leaguers to put around Giancarlo Stanton while he’s in his prime. It remains to be seen how much of a contender they will be in 2015, but it’s clear a switch has been flipped and that’s evident in what the system looks like.

It isn’t that top heavy and it isn’t particularly deep in tradable assets, but I liked what the Marlins did in the later rounds in the most recent draft. The club told me they had leaned to pitching in recent drafts and needed hitters. They identified a number of lower six figure prep hitting prospects to help stock the lower rungs of the system. Going under-slot in the sandwich round for prep catcher Blake Anderson helped them do that; it’ll be a few years before we know if this draft strategy will pay off.

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Sanchez Gives Braves Offseason Even Bigger Prospect Haul

It came as a bit of a surprise to see that the Angels sent teenage lefty Ricardo Sanchez to Atlanta in exchange for Kyle Kubitza (whom Kiley will write up shortly) and Nate Hyatt. Not that Sanchez is so talented that he should be deemed untouchable, it’s simply rare to see someone so young (Sanchez doesn’t turn 18 until April) be moved. While Sanchez lacks the upside of your typical on-the-radar teenager, he’s a fine prospect nonetheless and one whose polish could have him moving quickly. In combination with the other deals this offseason where the Braves have added prospects, their farm is quickly moving into the top half of baseball and maybe into the top 10. Let’s get more acquainted with both Sanchez and Hyatt.

Ricardo Sanchez, LHP, Atlanta Braves

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