Archive for Projections

Projecting the Newest Member of the Astros’ Rotation

Don’t feel bad if you somehow missed Joe Musgrove getting called up to the Astros this past Monday. After all, only like a billion other transactions took place that day, many of which involved established big leaguers and/or prospects more highly touted than Musgrove. But now that the deadline-related madness has come and gone, I’d like to direct your attention to Mr. Musgrove. He’ll be joining the Astros’ rotation this Sunday in place of the injured Lance McCullers, and there’s reason to think he’ll be a very good pitcher.

Two years ago, Musgrove wasn’t on anyone’s prospect radar. Though he was drafted way back in 2011, it took him until 2014 to make it out of Rookie ball — and until 2015 to make it into the full-season levels. But when finally given the opportunity to last year, he broke out in a big way. He shot from Low-A to Double-A, putting up a dazzling 1.88 ERA in just over 100 innings. Perhaps even more impressive were his strikeout and walk numbers: he struck out 99, while walking only eight, giving him rates of 25% and 2%, respectively.

Read the rest of this entry »


Projecting Orlando Arcia

Milwaukee shortstop Orlando Arcia has been on the prospect radar for a few years now, but his stock has risen significantly over the past year or so. He’s been posting impressive strikeout and stolen-base numbers since his age-16 season in 2011. Though, prior to 2015, he did so with minimal power. He only managed an .093 ISO in A-ball in 2013 and 2014, which was helped in part by his 10 triples. While still an interesting prospect, it didn’t look like he’d ever hit for much power.

The power finally began to show up in 2015, however. His eight homers matched his total from the previous two years combined, which helped prop his ISO up to .146. That power bump has carried over into 2016, as Arcia had already matched last season’s total in just 100 games at Triple-A. His strikeout and walk numbers have both ticked in the wrong direction the past couple of years, but that was a sacrifice worth making in exchange for bringing his extra-base-hit totals to more respectable levels.

Read the rest of this entry »


Projecting Andrew Benintendi

The Red Sox made Andrew Benintendi the seventh pick in the draft last summer after he hit a torrid .376/.488/.717 as a sophomore at Arkansas, giving him easily the highest OPS in the SEC. Benintendi wasted no time proving his mettle in pro ball. He kicked things off by slashing .313/.414/.556 between two levels of A-ball, pairing a minuscule strikeout rate with loads of power.

Benintendi’s done more of the same in 2016, only this time at High-A and Double-A. He’s posted equal strikeout and walk rates — both 9% — while also hitting for power and stealing bases. The end result has been an unequivocally excellent .312/.378/.532 batting line. Considering he grades out as an above-average center fielder by Clay Davenport’s numbers, there really isn’t anything Benintendi can’t do.

Read the rest of this entry »


Projecting the Prospects Traded Yesterday

In case you hadn’t heard, a lot went down yesterday. Here are the prospects who changed teams on deadline day, as evaluated by my newly updated KATOH system. KATOH denotes WAR forecast for first six years of player’s major-league career. KATOH+ uses similar methodology with consideration also for Baseball America’s rankings.

*****

The Jonathan Lucroy Trade

Lewis Brinson, OF, Milwaukee

KATOH: 7.7 WAR
KATOH+: 9.9 WAR

Brinson posted some terrible numbers in the low minors, but he’s gotten progressively better the past few years, especially in the strikeout department. His 20% strikeout rate from last year was still a bit high, but not alarmingly so. With 31 extra-base hits and 10 steals to his name this year, Brinson has shown a tantalizing power/speed combination.

Read the rest of this entry »


Projecting the Prospects Traded Over the Weekend

A bevy of trades went down over the weekend, as this year’s trade deadline-season entered into full swing. Here are the prospects who changed teams the last couple of days, as evaluated by my newly updated KATOH system. KATOH denotes WAR forecast for first six years of player’s major-league career. KATOH+ uses similar methodology with consideration also for Baseball America’s rankings.

The Andrew Miller Trade

Clint Frazier, OF, New York (AL)

KATOH: 2.7 WAR
KATOH+: 4.7 WAR

Frazier had been promoted to Triple-A a week ago after slashing a strong .276/.356/.469 with 13 steals at Double-A this year. He pairs a high walk rate with decent power and speed, making him one of the most promising offensive prospects in baseball. Despite possessing average speed, Frazier plays mostly the corner-outfield spots these days, and hasn’t graded out particularly well there defensively. This suggests most of his big-league value will come from his hitting. Still, considering he’s a 21-year-old who’s already mastered Double-A, his future looks bright.

Read the rest of this entry »


Projecting the Prospects in the Andrew Cashner Trade

Here are the prospects changing hands in today’s deal between Miami and San Diego as evaluated by my newly updated KATOH system. KATOH denotes WAR forecast for first six years of player’s major-league career. KATOH+ uses similar methodology with consideration also for Baseball America’s rankings.

Josh Naylor, 1B, San Diego (Profile)

KATOH: 4.4 WAR (80th overall)
KATOH+: 4.6 WAR (77th overall)

Though he turned 19 just last month, Naylor’s held his own in Low-A this year. Nothing in Naylor’s batting line is particularly great, but he also lacks a major weakness. He makes a decent amount of contact and draws an acceptable number of walks. His home-run total is a bit underwhelming for a first baseman, but’s made up for it by hitting a bunch of doubles this year. He’s also swiped 10 bases and played good defense, so KATOH gives him something of a pass for his underwhelming offensive numbers.

Read the rest of this entry »


Projecting Adalberto Mejia, the Return for Eduardo Nunez

Adalberto Mejia’s turned in a 2.81 ERA in 18 starts between Double-A and Triple-A this year. His ERA was helped by a low BABIP, especially at the Double-A level. But even so, his 24% strikeout and 6% walk rates signify a solid pitcher. Although he’s pitched professionally since 2011, Mejia didn’t turn 23 until last month, which makes his high-minors dominance all the more impressive. Mejia’s numbers where significantly less impressive in a limited sample last season, but were still encouraging from a 22-year-old at Double-A.

My newly revamped KATOH projection system rates Mejia as a good, but not elite, pitching prospect. It projects him for 3.4 WAR over his first six seasons by the traditional method. Incorporating Baseball America rankings bumps Mejia’s forecast up to 3.9 WAR, which places him 94th overall among all prospects. To help you visualize what KATOH’s projection entails, here is a probability density function showing KATOH+’s projected distribution of outcomes for Mejia’s first six seasons in the major leagues.

Capture

To put some faces to Mejia’s statistical profile, let’s go ahead and generate some statistical comps for the southpaw. I calculated a Mahalanobis distance between Mejia’s Double-A and Triple-A performance this year and every season at those levels since 1991 in which a pitcher recorded at least 350 batters faced. In the table below, you’ll find the 10 most similar seasons, ranked from most to least similar. The WAR totals refer to each player’s first six seasons in the major leagues. A lower “Mah Dist” reading indicates a closer comp.

Please note that the Mahalanobis analysis is separate from KATOH. KATOH relies on macro-level trends, rather than comps. The fates of a few statistically similar players shouldn’t be used to draw sweeping conclusions about a prospect’s future. For this reason, I recommend using a player’s KATOH forecast to assess his future potential. The comps give us some interesting names that sometimes feel spot-on, but they’re mostly just there for fun.

Adalberto Mejia’s Mahalanobis Comps
Rank Name Mah Dist Projected KATOH+ WAR Actual WAR
1 Victor Santos 0.28 2.3 3.8
2 John Thomson 0.36 2.4 13.7
3 Zack Greinke 0.49 2.3 32.0
4 Jeff Karstens 0.66 2.0 3.4
5 John Johnstone 0.76 2.1 1.3
6 Ricky Nolasco 0.82 3.4 16.6
7 Jeff Housman 0.90 2.0 0.0
8 Peter Munro 0.97 3.5 3.3
9 Pat Misch 0.99 2.1 1.0
10 Wil Ledezma 1.02 2.9 1.4

Projecting New Braves Prospect Travis Demeritte

A cursory glance at Travis Demeritte’s stat line might lead one to think the he’s an offensive beast. He’s hit a powerful .272/.352/.583 at High-A this year, on the strength of an impressive 25 homers. In addition to his offensive exploits, he’s also swiped 13 bases and played solid defense at second base.

But there’s one bad attribute that largely outweighs all the good stuff: his 33% strikeout rate. Demeritte suffers from chronic contact problems, which have led to problematic strikeout rates ever since the Rangers took him in the first round back in 2013. Though he has the eighth-best wRC+ in High-A this year, he also has the fourth-worst strikeout rate. The latter suggests he’ll have a tough time replicating the former against more advanced pitching.

Read the rest of this entry »


Projecting Royals Call-Up Raul Mondesi

Raul Mondesi’s calling card has always been his shortstop defense, while his hitting — or lack thereof — left something to be desired. He hit .243/.279/.372 in his age-19 season at Double-A last year, and was similarly underwhelming in the lower levels of the minor leagues. In fairness to Mondesi, he was always exceptionally young for his level. But still: sub-.300 OBPs are never good.

Despite his paltry batting lines, scouts always maintained that Mondesi’s tools suggested some offensive upside. Here in 2016, he’s finally begun to tap into that upside. He slashed an encouraging .259/.331/.448 in Double-A around a 50-game PED suspension, and followed it up with a .304/.328/.536 mark in two weeks at Triple-A. Read the rest of this entry »


Projecting D-backs Debutant Braden Shipley

The Diamondbacks called upon top pitching prospect Braden Shipley to make yesterday’s start against the Milwaukee Brewers. Though it marked his big-league debut, the 24-year-old has been on the prospect scene for a while now. The Diamondbacks originally drafted him 15th overall out of college back in 2013, and he’s been a fixture on top-100 lists ever since. Last month, Baseball America ranked him 63rd on their midseason list.

Despite his prospect pedigree, Shipley’s minor-league numbers have never quite lived up to his raw stuff. He spent the entirety of the 2015 season at the Double-A level, where he pitched to a 3.50 ERA — though peripherals suggest he wasn’t quite that good. The D-backs bumped him up to Triple-A this year, where he was equally underwhelming.

Read the rest of this entry »