Previous editions: Baltimore / Boston / Chicago AL / Chicago NL / Cincinnati  / Cleveland / Colorado / Detroit / Houston / Kansas City / Los Angeles (AL).

Earlier this week, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Miami Marlins. In this companion piece, I look at that same Miami farm system through the lens of my recently refined KATOH projection system. The Marlins have the worst farm system in baseball according to KATOH. They’re even worse than the Angels. As you’ll see below, there isn’t much to get excited about in Miami’s system, especially from a statistical standpoint.

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Other clubs: Angels, Astros, Braves, Cubs, Diamondbacks, Indians, Orioles, Reds, Red Sox, Rockies, Royals, Tigers, White Sox.

To start off, a brief programming note: I’m going out of alphabetical order here, as inside information trickles in at different rates. I’ll be jumping around to different teams as soon as I get a suitable amount of corroborating sources for each.

With regard to the Marlins, specifically, they don’t have a ton of impact offense waiting in the wings, but there is a plethora of pitching reinforcements — mostly in terms of depth but some with high ceilings — at all levels of the minors. It’s interesting to think about what this group will do in the next few years, having enough potential to turn out a number of surprise contributors but not enough blue-chippers to rank highly among the league’s best farm systems.

Tyler Kolek has struggled a bit as a professional, but his talent makes him the best prospect in the organization. It seems I’m the high guy on Chris Paddack, but his placement only sticks out here because of the lack of certainty among other prospects around him. There aren’t a ton of other surprises elswhere, with a reasonable argument to be made about anyone outside the top-four or -five guys to either be in the top 10 or at the bottom of the list.

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Previous editions: Baltimore / Boston / Chicago AL / Chicago NL / Cincinnati  / Cleveland / Colorado / Detroit / Houston / Kansas City.

Earlier this week, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Los Angeles Angels of Anaheim. In this companion piece, I look at that same LA farm system through the lens of my recently refined KATOH projection system. The Angels have the second worst farm system according to KATOH, edging out only the Marlins.

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Other clubs: Astros, Braves, Cubs, Diamondbacks, Indians, Orioles, Reds, Red Sox, Rockies, Royals, Tigers, White Sox.

Let’s get this out of the way up front: this is not a high-potential system. Joe Gatto sits at the top of these rankings because someone had to. That’s not meant to demean Gatto’s abilities, or anyone else’s in the Angels’ minor league pool, but it’s just a product of owner Arte Moreno’s and upper management’s decisions the last five years. Most of the top talent has been included in trades to bring in less volatile assets at the big league level. A lot of early picks have been given up to sign present-value free agents, and the draft philosophy has been mostly focused on safety rather than upside.

That said, the system isn’t designed terribly to the end of supplementing their strategy for the parent club. They get their stars from outside the organization, and they will be able to fill in the gaps with a lot of role players, upside bench bats and decent pitching depth that this group should be able to provide. So while, in a vacuum, the system may seem like a disappointment, it just puts a little more pressure on the front office to make sound major league signings and hold them over for a few acquisition seasons. Management deserves credit for bringing in some projectable talent in the last couple drafts, with many of them figuring to restock the upper levels of the minor leagues in due time.

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Previous editions: Baltimore / Boston / Chicago AL / Chicago NL / Cincinnati  / Cleveland / Colorado / Detroit / Houston.

Yesterday, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Kansas City Royals. In this companion piece, I look at that same Kansas City farm system through the lens of my recently refined KATOH projection system. The Royals have the 20th-best farm system according to KATOH.

There’s way more to prospect evaluation than just the stats, so if you haven’t already, I highly recommend you read Dan’s piece in addition to this one. KATOH has no idea how hard a pitcher throws, how good a hitter’s bat speed is, or what a player’s makeup is like. So it’s liable to miss big on players whose tools don’t line up with their performances. However, when paired with more scouting-based analyses, KATOH’s objectivity can be useful in identifying talented players who might be overlooked by the industry consensus or highly-touted prospects who might be over-hyped.

Below, I’ve grouped prospects into three groups: those who are forecast for two or more wins through their first six major-league seasons, those who receive a projection between 1.0 and 2.0 WAR though their first six seasons, and then any residual players who received Future Value (FV) grades of 45 or higher from Dan. Note that I generated forecasts only for players who accrued at least 200 plate appearances or batters faced last season. Also note that the projections for players over a relatively small sample are less reliable, especially when those samples came in the low minors.

1. Cheslor Cuthbert, 3B (Profile)

KATOH Projection: 4.1 WAR
Dan’s Grade: 40+ FV

Cuthbert hit .277/.339/.429 as a 22-year-old in Triple-A last year, which earned him a late-season cameo with Kansas City. Cuthbert likely won’t be a star, but he makes a lot of contact, plays a semi-premium defensive position and is young enough that he still has time to improve. Statistically, he looks like a future everyday player, and those don’t grow on trees.

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Other clubs: Astros, Braves, Cubs, Diamondbacks, Indians, Orioles, Reds, Red Sox, Rockies, Tigers, White Sox.

The Royals’ farm system has taken a lot of hits in the past couple years as the organization sought to augment the parent club with pieces for a pair of postseason runs. Though there’s a lack of sure-fire impact talent, they have a nice group of prospects who possess the floor of a nice complementary player and reasonable upside. At the end of writing this list, I came away more impressed with their minor league players than I thought I would. There’s a lot to like on the pitching side in particular, though they have a lot of bats who could be excellent additions to their big league lineup. Overall, you can see the influence their big league philosophy has on the types of players they target, with a lot of solid defensive talents who possess good speed.

Some surprises on the list include keeping Kyle Zimmer at the top. The reports I’ve heard give Zimmer a great chance at getting a full, healthy season in this year, and his potential as a frontline starter hasn’t gone away. Raul Adalberto Mondesi slips into the 45+ FV group for me because I want to see him turn his tools into in-game production before totally buying in, but the potential there is as good as anyone in the system. I project Foster Griffin and Ryan O’Hearn higher than most, as I like a lot of what they both bring to the table, though Griffin is much more unproven at this stage.

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Previous editions: Baltimore / Boston / Chicago AL / Chicago NL / Cincinnati  / Cleveland / Colorado / Detroit.

Earlier this week, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Houston Astros. In this companion piece, I look at that same Houston farm system through the lens of my recently refined KATOH projection system. The Astros have the second-best farm system according to KATOH, trailing only the Brewers. Their system lacks star power, but is easily the deepest. That’s why this post has way more words than you probably care to read.

There’s way more to prospect evaluation than just the stats, so if you haven’t already, I highly recommend you read Dan’s piece in addition to this one. KATOH has no idea how hard a pitcher throws, how good a hitter’s bat speed is, or what a player’s makeup is like. So it’s liable to miss big on players whose tools don’t line up with their performances. However, when paired with more scouting-based analyses, KATOH’s objectivity can be useful in identifying talented players who might be overlooked by the industry consensus or highly-touted prospects who might be over-hyped.

Below, I’ve grouped prospects into three groups: those who are forecast for two or more wins through their first six major-league seasons, those who receive a projection between 1.0 and 2.0 WAR though their first six seasons, and then any residual players who received Future Value (FV) grades of 45 or higher from Dan. Note that I generated forecasts only for players who accrued at least 200 plate appearances or batters faced last season. Also note that the projections for players over a relatively small sample are less reliable, especially when those samples came in the low minors.

1. AJ Reed, 1B (Profile)

KATOH Projection: 7.1 WAR
Dan’s Grade: 60 FV

Reed might have had the biggest breakout of any minor leaguer in 2015. Minor league pitching was no match for his mammoth power and copious walks, as the 22-year-old hit .340/.432/.612 between High-A and Double-A last year. If you’re looking for something to be concerned about, it’s Reed’s 20% strikeout rate. While that’s not alarmingly high, it’s a tick above average, and hints that he might have a tough time making contact against big league pitching. But otherwise, all systems are a go. It isn’t often that KATOH gets excited about a first base prospect, but it’s all in on Reed and his gaudy power numbers.

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The Astros vaulted themselves into the playoff hunt on the backs of their young talent and smart free agent buys. Now that many of those players will be staying with the major league club, you might expect the system to be relatively barren. In fact, however, it is littered with mid- to upper-range prospects that could help as soon as this year. Though Houston has decent quality and quantity of prospects, the most interesting thing about this system is how much turnover it has seen since last offseason. Only five of the top-15 prospects from Kiley’s list last year remain eligible for this year’s list, the rest gone via trade or promotion.

One of the joys of scouting Astros prospects is the run environments of their High-A and Triple-A affiliates. Many of the top prospects in the system – AJ Reed, Derek Fisher, JD Davis, Francis Martes, etc. – spent all or or part of their 2015 seasons in High-A Lancaster, quite possibly the most hitter-friendly park in the country. That fact makes it a fun task to figure out whose skills have improved versus whose have been artificially elevated by an extreme run environment. For many of them, evaluators almost have to ignore their High-A production and wait to see them in Double-A. I have to admit, Fisher fits into that category for me somewhat. It also makes Martes’ stat line look even more impressive.

For these rankings, there aren’t too many eye-opening choices for the upper spots on the list. I have AJ Reed in the number-one spot, believing his offensive ability to be strong enough to make him a more productive big-league player despite his defensive position. Besides Tyler White and Jon Kemmer jumping up this list for their potential at the plate, there’s Kyle Tucker and Derek Fisher sliding down just outside of the 50+ FV group. I don’t feel completely confident in my evaluation of Fisher yet, and Tucker is too young and raw for me to be comfortable ranking him ahead of the others above him.

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‘Tis the season for prospect rankings. With little else going on in the baseball world, prospect writers typically spend the month of February releasing and discussing ordered lists of prospects and farm systems. Even within the past hour at this very site, our own Jeff Zimmerman published a farm-system ranking derived from the scouting grades produced by Baseball America.

This year, I showed up to the party a little early by putting out KATOH’s top 100 list last month. I still have more to give, however. And here I present you with KATOH’s organizational rankings.

My methodology for compiling this ranking was pretty straightforward: I simply aggregated all of the KATOH forecasts by team. Still, there a few caveats worth mentioning.

• To be considered in this exercise, a player must have recorded at least 200 plate appearances or batters faced in 2015. KATOH derives its forecasts from minor league stats, so it can’t really formulate an opinion on players who didn’t play much in 2015. As a result, many of the players who were drafted in 2015 are omitted.

• This exercise only considers players projected for at least 1.0 WAR over their first six years in the big leagues. Ideally, I’d consider all prospects, but that would involve verifying the teams for thousands of mostly nondescript minor leaguers. That obviously taken some time. This one-win threshold cuts pretty deep into a team’s farm system. The average team has 18 players above this cutoff, while none have fewer than 10. That feels like more than enough for these purposes.

• KATOH tends to favor hitters over pitchers, especially on the high end. So this analysis likely favors organizations with farm systems that are hitter-heavy over those that rely more on pitchers. This is likely because a pitcher’s stats capture a smaller portion of his future potential relative to hitters. Factors like velocity also very important when it comes to projecting pitchers.

• And as always, stats don’t tell the full story. This is the output from a flawed statistical model that fails to take into account many of the factors that go into evaluating a prospect. If an organization has a lot of raw, toolsy prospects, it’s likely to be underrated here.

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You smell that? It’s baseball’s prospect-list season. The fresh top-100 lists — populated by new names as well as old ones — seem to be popping up each day. With the individual rankings coming out, some organization rankings are becoming available, as well. I have always regarded the organizational rankings as subjective — and, as a result, not 100% useful. Utilizing the methodology I introduced in my article on prospect evaluation from this year’s Hardball Times Annual, however, it’s possible to calculate a total value for every team’s farm system and remove the biases of subjectivity. In what follows, I’ve used that same process to rank all 30 of baseball’s farm systems by the surplus WAR they should generate.

I provide a detailed explanation of my methodology in the Annual article. To summarize it briefly, however, what I’ve done is to identify WAR equivalencies for the scouting grades produced by Baseball America in their annual Prospect Handbook. The grade-to-WAR conversion appears as follows.

Prospect Grade to WAR Conversion

Prospect Grade	Total WAR	Surplus WAR
80	25.0	18.5
75	18.0	13.0
70	11.0	9.0
65	8.5	6.0
60	4.7	3.0
55	2.5	1.5
50	1.1	0.5
45	0.4	0.0

To create the overall totals for this post, I used each team’s top-30 rankings per the most recent edition of Baseball America’ Prospect Handbook. Also accounting for those trades which have occurred since the BA rankings were locked down, I counted the number of 50 or higher-graded prospects (i.e. the sort which provide surplus value) in each system. The results follows.
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