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

Earlier this week, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Colorado Rockies. In this companion piece, I look at that same Colorado farm system through the lens of my recently refined KATOH projection system. 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. Trevor Story, SS (Profile)

KATOH Projection: 7.2 WAR
Dan’s Grade: 50 FV

Story’s prospect trajectory resembles a bathtub curve — which is to say it’s gone from high to low and back to high again. Drafted 45th overall back in 2011, he got off to a strong start in the low minors, but hit a wall as soon as he reached High-A. Story got back on track in 2015 when he hit .279/.350/.514 between Double-A and Triple-A with 20 homers and 22 steals. Story was one of the top offensive performers in the high minors last year, which is mighty impressive for a shortstop. His 25% strikeout rate is cause for concern, but is largely outweighed by everything else he does well.

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

The Rockies’ system is a long list of potential major league contributors, topped by nearly a full team of 50+ overall grade prospects. They haven’t had the best luck developing young pitchers, but Jeff Hoffman and Jon Gray give them a chance at building a cost-effective pitching staff in the near future as they try to retool, while a stable of younger hurlers may arrive in three to four years. I don’t see any huge surprises on this list for people, though having Brendan Rodgers number one may be debatable. Gray gets bumped down a bit for command concerns, though obviously his upside is apparent. Catcher Dom Nunez and starting pitcher Peter Lambert may be higher on this list than you will hear elsewhere, and Carlos Estevez‘ relief potential bumps him into the 50-grade territory for me.

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Previous editions: Baltimore / Boston / Chicago AL / Chicago NL / Cincinnati .

Earlier this week, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Cincinnati Reds. In this companion piece, I look at that same Cincinnati farm system through the lens of my recently refined KATOH projection system. 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. Read the rest of this entry »

Previous editions: Baltimore / Boston / Chicago AL / Chicago NL.

Last week, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Cincinnati Reds. In this companion piece, I look at that same Cincinnati farm system through the lens of my recently refined KATOH projection system. 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. Jose Peraza, 2B (Profile)

KATOH Projection: 14.9 WAR
Dan’s Grade: 55 FV

Peraza burst onto the prospect scene in 2014, when he hit .339/.364/.441 between High-A and Double-A. His high BABIP came back to earth a bit in Triple-A last year, but was still roughly a league-average hitter. His .293/.316/. 378 showing wasn’t bad at all for a 21-year-old. Peraza is an interesting prospect due to the outlier-ness of many of his attributes. For example, both of the following sentences are accurate. One: he’s a 70-grade runner who makes tons of contact, is a strong defender up the middle, succeeded in Double-A as a 20-year-old, and held his own as a 21-year-old in Triple-A. And two: he’s a second baseman with minimal power who never walks and has been traded twice in the past seven months. There are clearly pros and cons to Peraza’s profile, but when fed into KATOH, they yield a very favorable projection. I’m always skeptical of the projections for outlier cases like Peraza, so let’s turn to the Mahalanobis comps for more clarity.

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Last week, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Chicago White Sox. In this companion piece, I look at that same Chicago farm system through the lens of my recently refined KATOH projection system. 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. Tim Anderson, SS (Profile)

KATOH Projection Through First Six Seasons: 6.0 WAR
Dan’s Grade: 55

At the plate, Anderson’s 2015 at Double-A strongly resembled his 2014 at High-A. He struck out in over 20% in his plate appearances, walked in less than 5% and hit for an unremarkable amount of power. While he improved his walk rate to near-respectability — from 2% to 4% — he sacrificed a chunk of power in the process. Last year, however, he complemented his relatively empty .300 average with a boatload of steals, which speaks to the 22-year-old’s athleticism. Anderson’s undeveloped bat still gives KATOH some pause, but shortstops with top-notch speed don’t need to hit much to be productive.

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Other clubs: Braves, Cubs, Diamondbacks, Orioles, Reds, Red Sox, White Sox.

The Indians have an enviable number of likely big league players in their system, though only a handful of them project to be impact talents. The top three in the list have the highest ceilings, I believe, with Bradley Zimmer the pretty undisputed number-one guy. I’m pretty high on Triston McKenzie, and at one point had him in the number two spot over Frazier. Other guys about whom I’m a little more optimistic include Mark Mathias, Erik Gonzalez and Greg Allen.

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Other clubs: Braves, Cubs, Diamondbacks, Orioles, Red Sox, White Sox.

I share the view of many fans in wondering if the return from the Todd Frazier deal was justified, even though I do think Jose Peraza and Scott Schebler are valuable prospects. Even if all three (Brandon Dixon being the third) were busts, the Reds have amassed quite an assortment of high-upside and -floor prospects who could the club competitive in a short time frame. And that’s without including Nick Howard and Jonathon Crawford as promising assets, both of whom were highly thought of as recently as last offseason before their lost 2015 years.

The Reds have an uphill road to climb this season to contend, with the Cardinals, Cubs and Pirates all looking like present contenders. Depending on how their young players respond at the major league level, we could see an influx of talented players turn them into a contender akin to the way the Cubs did last season. Most likely they still have a year or two to expect the results to resemble their collective potential, but this crop is an exciting group to monitor this year.

They may lack a sure thing top-of-the-rotation starter or cornerstone shortstop, but you can’t help but be interested in seeing where pitchers like Robert Stephenson, Cody Reed and Amir Garrett settle in. And between Blandino, Peraza and Blake Trahan, at least one of them should be able to supplant Zack Cozart at short, allowing Eugenio Suarez‘ likely move to third base.

This was a hard organization to cover, due to the endless amount of legitimate bench and bullpen pieces behind a sizable list of 50+ future value players. The system boast a ton of mid-level talent to go along with their solid top talent, and is a team I’ll be following closely this year to see how everyone’s stock improves.

As usual, there are a few rankings here that differ from popular opinion. I have Winker ranked number one, since I maintain confidence in his hitting ability while also expecting his power to come on strong. Ian Kahaloa and Gavin LaValley are too newer additions to the organization whose futures I am higher on than what I have heard elsewhere. I am not as bullish about Eric Jagielo’s bat progressing, and am also lower on Antonio Santillan, Yorman Rodriguez and Aristides Aquino. Admittedly, Santillan and Kahaloa are so early in their development that you could make a case for either of them moving up or down ten spots, and I wouldn’t argue with you.

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Back in November, I published a top-100 prospect list that was generated by my KATOH projection system. Since that time, I’ve done some tinkering to improve the model. So even though we just did this, like, barely even two months ago, I’m back with another list for you. In addition to yielding lower AICs and R^2s and whatnot, this version also feels better in terms of the projections themselves. There aren’t as many head-scratchers as before, which suggests I’m moving in the right direction. There are still players who feel too high to me and others who feel too low to me, though I’d argue that’s not always necessarily a bad thing.

There’s still room for improvement. That will always be the case. But I think I’ve reached a point where I’ve gotten most of the low hanging fruit. This isn’t to say I’ll stop trying to make improvements, but don’t expect anything drastic anytime soon. This is the version I’m prepared to go to war with in 2016 (for now, at least). It’s not perfect, but I think it’s a sizable step in the right direction. Below, you’ll find a brief writeup of the changes, followed by a brand new top 100.

Moving Beyond WAR Through Age-28

In the past, a few commenters rightly pointed out that projecting a WAR total through age-28 wasn’t all that informative for some prospects. For a guy who’s already 25, his WAR through age-28 captures at most three years of team control, while it might capture all of a 21-year-old’s control years. In this iteration, I made my output a bit more flexible. For players 22 and younger, I still forecast WAR through age-28. But I expanded my horizons for players 23 and older, and now project the next six years. So 23-year-olds get a WAR thru 29, 24-year-olds get a WAR through 30, etc.

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Other clubs: Braves, Cubs, Diamondbacks, Orioles, Red Sox.

The White Sox have seen their lowly regarded farm system weakened by the Todd Frazier deal, but they still have a few guys at the top who could be impact players. This system’s biggest strength is in its depth of depth pieces, including a lot of bullpen arms and bench players that still have some upside if things break right. Perhaps the most interesting quality is how unique some of their prospects are. Many are gifted athletes who seem to have atypical looks on the field, or just unique stories. Watch Tyler Danish on the mound and how his delivery works, with possibly surprising success, depending on who you ask. Or take Eddy Alvarez, who previously won a silver medal in speed skating before coming back to baseball.

Though I don’t think this system will churn out a bunch of surprise superstars, the scouting department has done a good job bringing in gifted yet undeveloped players in at the lower levels. Give their Rookie-level players a year to develop and we may have three or four of them high on this list next year.

I think you’ll find the top three players here to be the same three as most evaluators would say, though my order is a little different. As fun as Carson Fulmer is to watch, his delivery makes it harder to project the necessary improvements to reach his upside, so I actually think Spencer Adams and Tim Anderson have a brighter future. Adams is more potential than reality in some ways, but his athleticism and easy actions are too good not to see him fully progressing. It may be a year early for most to feel comfortable with Adams’ grades, but I’m going to trust the potential.

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Yesterday, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Chicago Cubs. In this companion piece, I look at that same Chicago farm system through the lens of my KATOH projection system. 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 age-28 seasons, those who receive a projection of at between 1.0 and 2.0 WAR though their age-28 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. Albert Almora, OF (Profile)

KATOH Projection Through Age 28 (2015 stats): 12.7 WAR
KATOH Projection Through Age 28 (2014 stats): 3.3 WAR
Dan’s Grade: 50 FV

After a down 2014 campaign, Almora re-established his prospect status with a strong showing in Double-A last year. The toolsy outfielder made loads of contact, and paired it with a respectable amount of power and speed. The end result was a .272/.327/.400 triple slash, which was eons better than his .234/.250/.335 showing from his pit-stop at the same level last year. Read the rest of this entry »