Archive for Projections

KATOH’s Most-Improved Hitting Prospects So Far

A couple of weeks ago, I looked at the 10 hitting prospects who had most improved their KATOH+ projections over the season’s first few weeks. Now that we have a more meaningful sample of games to analyze and a new Baseball America top-100 list baked in, I’m repeating that exercise. It’s still early in the season, but not too early to start identifying players who are performing better than they have in the past. A reminder: a player’s KATOH forecast denotes his projected WAR total over the first six seasons of his major-league career.

Juan Soto, OF, Washington (Profile)

Preseason KATOH+ Projection: 4.0
Current KATOH+ Projection: 11.2

Soto topped this list two weeks ago and has only built on that performance since, though he’s sidelined with an ankle injury for now. His line now sits at .360/.427/.523. Baseball America also recognized Soto’s excellence by ranking him No. 59 on their updated top-100, which also nudges up his projection. Soto possesses a rare combination of power and contact skills and is very young for his level.

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Projecting Pirates Utility Infielder Max Moroff

Yesterday, the Pirates called up 23-year-old utility man Max Moroff from Triple-A. Moroff was off to a hot start — he was slashing .258/.345/.546 — but to most this as a rather mundane transaction. It piqued my interest, however, because Moroff cracked the the All-KATOH team in the preseason thanks to his stellar minor league performance in spite of his lack of prospect pedigree.

Moroff spent last season at the Triple-A level, where he slashed .230/.367/.349 with a concerning 25% strikeout rate and an impressive 17% walk rate. He has something of a three true outcomes profile, which is somewhat uncommon for a middle infielder. His offensive numbers didn’t really drive KATOH’s optimism, however. Rather, it liked that he played premium defensive positions and has played them relatively well as a 22- and 23-year-old in the upper levels.

Fast forward a month into 2017, and Moroff has started to hit too. His strikeout and walk rates have both ticked in the wrong direction, but he’s added power to the mix. He belted eight homers in his first 24 games, which already ties his career high. The power has seemingly come out of nowhere, although erstwhile lead prospect analyst Kiley McDaniel did say he had “feel for the game and a little pop, but he has trouble getting to it in games” a couple of years ago.

Max Moroff suddenly looks like a 23-year-old, Triple-A shortstop with power and decent speed. As a result, my KATOH system projects Moroff for 6.6 WAR over his first six seasons by the traditional method and 4.4 WAR by KATOH+, which integrates his pessimistic prospect rank from Eric Longenhagen. Both are up a couple of ticks from the preseason. My model saw him as a no-doubt top-100 prospect over the winter, and he’s only improved his stock since. Read the rest of this entry »


Projecting Magneuris Sierra

With outfielders Dexter Fowler, Stephen Piscotty and Jose Martinez all out of commission, the Cardinals called up 21-year-old Magneuris Sierra to play center for the time being. Sierra was off to a fine start in High-A this year, hitting .272/.337/.407 through 20 games. But of course, all of that came against pitching that was not one, not two, but three levels below the big leagues.

Sierra’s hitting has never been his calling card, however, as his prosoectdom is centered around his speed and defense. Lead prospect analyst Eric Longenhagen described him as having “Gold Glove-caliber tools in center field” last month and gave both his speed and defense future grades of 70 over the winter. Those tools have translated to on-field performance in the lower levels, as he swiped 31 bags in Low-A last year and clocked in above average in center according to both Clay Davenport’s and Baseball Prospectus’ defensive numbers. Read the rest of this entry »


KATOH’s Most Improved Pitching Prospects So Far

Now that we’re nearly one month into the minor-league season, 2017 performances are starting to mean something. The 2017 sample size is still small, but it’s large enough at least to merit a look at those prospects who may be in the midst of a breakout. This article aims to do just that by calling attention to the 10 pitchers who have most improved their KATOH+ projections over the season’s first few weeks. (The most-improved hitters were examined yesterday.) A reminder: a player’s KATOH forecast denotes his projected WAR total over the first six seasons of his major-league career.

Wilmer Font, RHP, Los Angeles NL (Profile)
Preseason KATOH+ Projection: 0.6
Current KATOH+ Projection: 1.9

Over the winter, KATOH tabbed Font as one of the most compelling minor-league free agents due to his serviceable performance as a starter in Triple-A last year. Through five Triple-A starts in 2017, Font possesses a 31% strikeout rate and 7% walk rate, giving him one of the best FIPs in Triple-A. As a 26-year-old journeyman, Font isn’t much of a prospect, but he’s currently pitching like one as a starter in Triple-A.

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KATOH’s Most-Improved Hitting Prospects So Far

Now that we’re nearly one month into the minor-league season, 2017 performances are starting to mean something. The 2017 sample size is still small, but it’s large enough at least to merit a look at those prospects who may be in the midst of a breakout. This article aims to do just that by calling attention to the 10 hitters who have most improved their KATOH+ projections over the season’s first few weeks. A reminder: a player’s KATOH forecast denotes his projected WAR total over the first six seasons of his major-league career.

Juan Soto, RF, Washington (Profile)
Preseason KATOH+ Projection: 4.0
Current KATOH+ Projection: 6.9

Soto destroyed the GCL last year, prompting the Nats to send him to full-season ball at the age of 18. An 18-year-old in the Sally League is noteworthy in and of itself. An 18-year-old striking out at a 9% clip while also hitting for some power is the stuff of a blue-chip prospect. If he continues to rake, he’ll likely be place highly on midseason lists. Eric Longenhagen recently checked in on Soto as part of his daily notes.

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KATOH Projects: Super Deep Sleeper Prospects

Over the winter, FanGraphs lead prospect analyst Eric Longenhagen wrote the equivalent of a novel in the form of 30 organizational prospect lists. Each list included a writeup and scouting grades for every prospect receiving a FV grade of at least 40 — that is, the equivalent of a bench player or middle reliever. For each team, roughly 20-25 prospects (give or take) met this criteria.

Of course, every organization features many more than just 20-25 minor leaguers. What about them? Using my KATOH projection system, I attempted to find the best of the rest. Just as I did last year, I’ve identified the players with the most promising statistical profiles who missed Eric’s 40 FV cutoff.

I think this goes without saying, but I’ll say it anyway: these are non-prospects of the worst kind. They were ranked below the future utility players, below the future middle relievers, below the toolsy teenagers who were overmatched in Rookie ball, and below the flame-throwing relievers with hideous walk rates. I’m scraping the absolute bottom of the barrel here.

Why am I writing about them, then? Well, because nobody else is, and my math suggests they’re at least worth keeping an eye on. So I decided to round them all up and put them all in an article that will generate an embarrassingly low number of page views. The sad reality is that most of these players will never amount to much. Just about the entire baseball industry has looked at them and said “org guy,” and the baseball industry is usually right about these things. But every so often, an org guy grinds his way to the majors, and the players listed below seem like decent bets to do so.

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A Mostly Restrained Examination of Manny Margot’s Hot Start

Over the winter, Eric Longenhagen had very nice things to say about Padres outfield prospect Manny Margot. He ranked Margot and 23rd overall in baseball. He also gave four of Margot’s five tools a grade of 60 or higher. Margot’s power was the only tool that didn’t receive a plus grade. Eric assigned Margot’s game power a present grade of 30 (or three to five homers per year) and a future grade of 40 (10-12 homers per year). In sum, he projected Margot to do everything but hit for power.

Nine games into the season, Margot has not adhered to those power grades. He already has three dingers to his name, tying him for eighth in baseball. His .343/.396/.686 batting line works out to a 182 wRC+. The guy who was supposed to do everything but hit for power is hitting for power. Eric said the following in his write-up of Margot, which is starting to look prescient.

It’s possible Margot may learn to elevate the ball more regularly as he matures, and if he does he’ll become a star-level player.

Yes, it’s only nine games. And, yes, punchless hitters sometimes bunch a few homers together by pure chance. Noted bunt machine Mallex Smith hit two in one game, for example, but few noticed because it didn’t happen in the first week of the season. But Margot is doing something very different than what he’s done in the past, and if he keeps doing it, he could be a bonafide star.

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One Cause for Optimism in Cincinnati

The Reds’ pitching staff was absolutely dreadful last year. Their rotation and bullpen were both the worst in baseball. With a ghastly -0.5 WAR, their staff was the worst since the 1800s, which basically means it was the worst of all time.

Not much has changed since last year. Here’s the current depth chart for the Cincinnati rotation:

Name IP K/9 BB/9 HR/9 BABIP LOB% ERA FIP WAR
Brandon Finnegan 171.0 8.2 3.9 1.4 .297 73.0 % 4.42 4.66 1.4
Anthony DeSclafani   136.0 7.7 2.4 1.2 .305 72.8 % 4.06 4.14 1.9
Scott Feldman 133.0 6.1 2.6 1.3 .305 69.6 % 4.65 4.65 1.1
Robert Stephenson 119.0 8.9 5.5 1.5 .301 71.8 % 5.07 5.25 0.5
Bronson Arroyo 117.0 5.0 2.2 1.8 .299 68.8 % 5.34 5.44 0.1
Homer Bailey   93.0 7.6 2.8 1.2 .309 70.7 % 4.37 4.27 1.1
Cody Reed 81.0 8.3 3.1 1.3 .306 72.8 % 4.24 4.38 0.9
Tim Adleman   37.0 6.6 3.0 1.5 .300 70.3 % 4.90 5.03 0.1
Austin Brice 19.0 8.0 4.2 1.3 .306 70.8 % 4.79 4.88 0.1
Amir Garrett 9.0 7.9 4.7 1.3 .303 71.6 % 4.77 4.94 0.1
Keury Mella 9.0 6.4 4.2 1.4 .306 69.1 % 5.27 5.32 0.0
Nick Travieso 9.0 6.4 4.0 1.4 .301 69.4 % 5.12 5.23 0.0
Total 933.0 7.4 3.3 1.4 .303 71.3 % 4.62 4.72 7.4

Brandon Finnegan is at the top, which is fine, I guess. After that, however, things go downhill in a hurry — especially with Homer Bailey and Anthony DeSclafani slated to open the year on the DL. For example: both Bronson Arroyo and Scott Feldman are apparently not only still pitching, but are penciled in for 250 innings in Cincinnati’s rotation. The rest of the list is made up of unproven youngsters. Each of them has some promise, but none have had much success in the major leagues, either. Hence their middling projections.

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The 2017 All-KATOH Team

Baseball America recently published their top-100 list of prospects, as have Baseball Prospectus, Keith Law and MLB Pipeline. Eric Longenhagen will be putting out his top-100 this spring, too. I submitted my contribution on Tuesday, when I put out KATOH’s top-100 prospects. All of these lists attempt to accomplish the very same goal: identifying and ranking the best prospects. But KATOH goes about it in a very different way than the others. While most others rely heavily on scouting, KATOH focuses on statistical performance.

On the whole, there’s a good deal of agreement between KATOH and the more traditional rankings. Many of KATOH’s favorite prospects have also received praise from rea- live human beings who’ve watched them play. Andrew Benintendi, J.P. Crawford, Michael Kopech, and Austin Meadows all fall within this group. However, there are other KATOH favorites who’ve received very little attention from prospect rankers. The purpose of this article is to give these prospects a little bit of attention.

For each position, I’ve identified the player, among those excluded from all top-100 lists, who’s best acquitted by KATOH. These players have performed in the minors in a way that usually portends big-league success. Yet, for one reason or another, each has been overlooked by prospect evaluators.

Of course, the fact that these players missed every top-100 list suggests that their physical tools are probably underwhelming. That’s very important information! Often times, the outlook for players like this is much worse than their minor-league stats would lead you to believe. There’s a reason people in the industry always say “don’t scout the stat line.” Although KATOH scouts the stat line in an intuitive fashion, it still overlooks the non-numerical attributes that can predict big-league success.

I performed this exact same exercise last year, as well, and I’m proud to say there were some successes. This time last year, Edwin Diaz was a KATOH guy who was unanimously omitted from top-100 lists due to his high-effort delivery and lack of a viable third pitch. Now, he’s coming off of one of the best reliever seasons we’ve ever seen. Zach Davies also appeared on this list last year as a soft-tossing righty. He promptly posted a 2.8 WAR season as a 23-year-old. He was especially effective in last year’s second half, posting a 3.40 FIP after July 1st.

Of course, I also touted Ramon Flores, Clayton Blackburn and Zach Lee in this space last year. One year later, those guys are flirting with non-prospect-dom. But let’s try to remain optimistic and not think about them right now. There will be hits, and there will be misses.

Bear in mind that this exercise excludes the KATOH darlings who still wound up on top-100 lists. For example, KATOH loves Jake Bauers, Manny Margot and Thomas Szapucki way more than most. Even though KATOH’s assessment of these prospects is more optimistic than most, they’re ineligible for this list because at least one well-respected outlet ranked those same prospects among the top-100 rookie-eligible players on the planet. The players below are the ones who are a bit further off the radar.

*****
C – Garrett Stubbs, Houston (Profile)

Why KATOH loves him:

Stubbs hit a slick .309/.397/.472 between High-A and Double-A last year while walking nearly as much as he struck out. For a catcher, that’s amazing, especially considering he opened the year as a 22-year-old. He also swiped 15 bases, which suggests he’ll provide additional value with his legs. Though he’s mastered Double-A, he’s still just 23, which is relatively young for a college bat.

Why scouts don’t (per Baseball America’s Prospect Handbook):

He projects as a near-average hitter with well below-average power… Stubbs’ size is the biggest impediment to him becoming a big league regular. No regular backstop today weighs as little as Stubbs, but he could still be a solid contributor even if limited to a part-time role behind the plate.

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The Consensus Top Prospect KATOH Hates

On Tuesday, I published KATOH’s 2017 top-100 list. Naturally, a lot of good players missed the cut. But one omission seemed particularly egregious, relative to the industry consensus. KATOH’s disdain for this player has elicited a few comments in recent months.

From this week’s top-100:

From our Rockies list in November:

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