Mel Rojas Jr.’s 2020 Season Could Become One of the Greats

In the third inning of ESPN’s broadcast of a tilt between the KT Wiz and the Kia Tigers on Wednesday, Karl Ravech and Eduardo Perez welcomed on former 10-year major leaguer Mel Rojas. The timing worked out well — the fourth batter of the inning was his son, Mel Rojas Jr. 로하스, who stepped to the plate with runners at second and third and one out in a 1-1 game.

“He’s smart,” Mel Sr. said. “He knows he’s not getting a good pitch to hit. He’s patient.” The son proved the father right, fouling off two strikes while taking three balls. With the count full, Perez asked the elder Mel what he would throw his son in this situation, with first base open and two outs. “Split,” he responded. “… I would not throw it for a strike.”

Indeed, he got the splitter from Tigers pitcher Min-woo Lee 이민우, but the pitch hung, crossing the plate at the knees. The younger Rojas flicked his bat effortlessly through the zone, slapping a base hit to center that plated two runs. On the broadcast, his father hardly budged. Two innings later — with his father now off-screen but presumably still watching — Rojas came through with a runner in scoring position again, hitting another two-out RBI single to help push the Wiz to a 7-4 victory.

No one in the KBO is more dependable than Rojas with men on base right now, because there is simply no one hitting better in general. He’s within striking distance of the standard triple crown (third in batting average, first in RBI, first in homers), as well as the triple slash crown (fourth in OBP, first in slugging). In fact, across the board, there is no one having kind of season at the plate that Rojas is.

Mel Rojas Jr. KBO Ranks, 2020
Metric Value Rank
BA .374 3rd
OBP .426 4th
SLG .707 1st
OPS 1.133 1st
HR 19 1st
RBI 52 1st
ISO .333 1st
wRC+ 189 1st

Read the rest of this entry »


Craig Edwards FanGraphs Chat – 7/9/2020

Read the rest of this entry »


Analyzing the Prospect Player Pool: NL Central

Below is my latest in a series discussing each team’s 60-man player pool with a focus on prospects. Previous installments of these rundowns, including potentially relevant context for discussion, can be found here:

AL East and Intro
NL East
AL Central

Chicago Cubs

Prospect List / Depth Chart

It’s likely top prospect Nico Hoerner sees a lot of time at second base and center field. The prospects ranked two through five in the system are all on the 60-man player pool. Of those, right-hander Adbert Alzolay and, to a lesser extent, catcher Miguel Amaya (who is now on the 40-man) are the two most likely to see some big league time this year. Were Willson Contreras to get hurt, I’m not sure if the club would let iffy defender Victor Caratini play every day, add veteran NRI Josh Phegley to the 40-man to share duties, or if they’d simply promote 21-year-old Amaya, who has been lauded for his maturity and advanced defense since he was 18.

I also think there’s a chance the Cubs are in the thick of it come September, consider 21-year-old lefty flamethrower Brailyn Marquez one of the org’s best dozen pitchers, and decide to bring him up as a late-inning relief piece. He’s going to be added to the 40-man this offseason regardless.

The other very young guys in the player pool are Christopher Morel and Brennen Davis, two big-framed, tooled-up developmental projects. It’s interesting that the Cubs added Morel ahead of Cole Roederer or any of their 2019 and 2020 college draftees, but the club is only at about 50 of their 60 allotted players and they clearly need more hitters in the offsite camp, so I expect several notable names to be part of the group in South Bend soon. Read the rest of this entry »


Dan Szymborski FanGraphs Chat – 7/9/20

12:02
Avatar Dan Szymborski: Greetings all! So begins another Chatxperience!

12:02
Matt: In your opinion, who is the best person currently playing in mlb? Not the best player, the best person.

12:03
Avatar Dan Szymborski: I don’t feel comfortable making those kinds of evaluations. I’m very qualified to evaluate players at playing baseball. I have no such qualifications at determing quality of a person.

12:04
Avatar Dan Szymborski: When we do the chapter BBWAA awards for the local team (Reds in my case), I always abstain from the Good Guy award.

12:04
Szan Dymborski: Szmbob! Why do I still think this season is not going to happen?

12:04
Avatar Dan Szymborski: Well, there’s a raging epidemic going on, so no matter how great a job MLB does, there’s always significant risk.

Read the rest of this entry »


Problem Solving in Fake Baseball

Today’s article is about a form of baseball that doesn’t exist in real life. Let that be a disclaimer upfront — if you’re looking for an interesting middle reliever or 10 reasons why Christian Yelich is great against fastballs (number six will shock you!), this isn’t the article for you. That’s not to say those don’t exist — I wrote about Miguel Castro literally yesterday, for example. But today’s piece simply won’t be one of them.

With that out of the way, let’s set the stage. I’ve been playing a lot of Out Of The Park Baseball 21 lately. Some of that is for an article series, but some of it is because I want baseball in my life, and the game absolutely delivers. One mode in particular has been a great avenue for the analytical rabbit holes I love diving down: tournaments.

Without going into the specifics of the way the game is built, I’ll give a rough outline of the problem that first interested me. The standard tournament format is a 32-team bracket that plays best-of-seven series in each round. There’s no reseeding, no fancy gadgets; just 16 seven-game series, followed by eight, then four, then two, and then the finals.

In almost all other ways, the game approximates baseball. You field a 26-man roster, players need rest, and starters and relievers have realistic stamina. There are all kinds of fun roster choices to make — mid-career Tony Gwynn or young Pete Rose in right field, peak Ichiro or 1997 Bernie Williams in center, to name two — but for the most part, it’s a faithful simulation of baseball.

There is, however, one very specific wrinkle. In these tournaments, there are no off days. The first set of series takes place over seven consecutive days. As soon as the last series is decided, the next round begins the following day. You could, in theory, win the first round in seven games, win the second round in seven games, and end up playing on at least 18 straight days even if you sweep or get swept in the third round. Read the rest of this entry »


FanGraphs Prep: Ups, Downs, and Rolling Averages

This is the seventh in a series of baseball-themed lessons we’re calling FanGraphs Prep. In light of so many parents suddenly having their school-aged kids learning from home, we hope is that these units offer a thoughtfully designed, baseball-themed supplement to the school work your student might already be doing. The first, second, third, fourth, fifth, and sixth units can be found here, here, here, here, here, and here.

Overview: A short unit centered on calculating rolling averages. Calculating the mean, median, and mode are fundamental concepts in math. But when we’re dealing with a dataset spread out over weeks, months, or years, simply calculating the average value for the entire dataset hides the data’s peaks and valleys. For a baseball player, those are the hot and cold streaks that everyone goes through during the season.

Learning Objectives:

  • Identify and apply a rolling average.
  • Explain how changing an interval affects interpretation.
  • Consider the potential uses of a rolling average in baseball.

Target Grade-Level: 9-10

Daily Activities:
Day 1
Khris Davis famously hit .247 four seasons in a row from 2015–2018. If we take his total hits and total at-bats over those four seasons, it’s no surprise that his combined batting average is .247.

Khris Davis Batting Average, 2015–2018
Year At-bats Hits AVG
2015 392 97 0.247
2016 555 137 0.247
2017 566 140 0.247
2018 576 142 0.247
Total 2089 516 0.247

Read the rest of this entry »


FanGraphs Business Update: July 2020

With baseball scheduled to return in a couple of weeks, I wanted to give everyone an update on how FanGraphs is doing business-wise. For those of you who are returning to the site for the first time since the season was postponed, a lot has happened since you last visited.

You can read all about what’s been going on here, here, and here, but the quick recap is this: When the season was postponed, our traffic decreased by over 70% and ad rates declined by as much as 45%, causing an 80% decrease in ad revenue, which is far and away our largest source of site revenue.

We asked you for help in sustaining the site and you’ve come through in overwhelming fashion over the past four months, giving us some breathing room to try to weather the effects of the COVID-19 pandemic. We were also able to secure funding through the second round of the Paycheck Protection Program, which was another boon to our short-term viability. We are incredibly grateful to everyone who helped keep the site alive. We would not be here today without you.

But that doesn’t mean we don’t still need your support and assistance. We still have a long way to go. Read the rest of this entry »


ZiPS Time Warp: Nomar Garciaparra

One of the defining features of late 1990s baseball was the battle between three young, superstar shortstops: Alex Rodriguez of the Seattle Mariners, Derek Jeter of the New York Yankees, and Nomar Garciaparra of the Boston Red Sox. There were the occasional interlopers, such as Barry Larkin in his late-career surge and Jay Bell with the Diamondbacks in the midst of his second wind, but A-Rod, Jeter, and Garciaparra were the big three at the top of the leaderboards. The debate surrounding these three shortstops was very much in the public eye, with the trio at the top of the sport in terms of both name recognition and performance.

Top MLB Shortstops, 1997-2000
Player G BA OBP SLG wRC+ WAR
Nomar Garciaparra 571 .337 .386 .577 142 27.5
Alex Rodriguez 579 .304 .372 .560 137 26.4
Derek Jeter 614 .325 .402 .479 132 21.2
Barry Larkin 481 .306 .399 .468 124 16.9
Jay Bell 608 .275 .361 .473 112 14.8
Omar Vizquel 604 .297 .370 .387 98 14.6
Mike Bordick 620 .266 .323 .395 87 10.9
Tony Batista 470 .262 .312 .497 99 8.8
Jose Valentin 520 .249 .330 .432 92 7.4
Rich Aurilia 461 .274 .331 .438 99 7.3
Royce Clayton 577 .261 .317 .397 81 6.2
Mark Grudzielanek 583 .285 .330 .391 90 6.0
Rey Sanchez 521 .282 .319 .350 70 5.9
Jeff Blauser 374 .266 .372 .409 108 5.5
Miguel Tejada 450 .253 .323 .431 92 5.4
Edgar Renteria 591 .278 .338 .377 88 5.2
Pokey Reese 471 .257 .314 .368 72 5.1
Mark Loretta 516 .294 .360 .401 98 5.0
José Hernández 541 .257 .322 .431 90 4.9
Walt Weiss 407 .261 .362 .347 84 4.7

We’ve been blessed with a flurry of phenom shortstops since then, but having three multi-talented players at the position who were also elite offensive performers was rather novel at the time. Cal Ripken Jr., Alan Trammell, and Robin Yount came the closest in living memory, but that fight was short-lived as Yount eventually moved to the outfield. To find another three this good, you’d have to jump back 60 years to the days of Lou Boudreau, Luke Appling, and Arky Vaughan. Read the rest of this entry »


Darren O’Day Talks Pitching

Darren O’Day isn’t your typical submariner. While most pitchers with down-under arm angles live down in the zone, O’Day features a lot of four-seamers up, and he’s thrived while doing so. Over his 12 big-league seasons, the 37-year-old right-hander has logged a 2.55 ERA and fanned better than a batter per nine innings. Since the start of the 2015 season, his K/9 is an eye-opening 13.1.

O’Day, whose best seasons have come with the Baltimore Orioles, is currently with the Atlanta Braves. He discussed his pitching M.O., and explained why his “Jenny Finch” is such an effective weapon, in a recent phone conversation.

———

David Laurila: You’re atypical in that you work up in the zone from a low arm angle. How did that come to be?

Darren O’Day: “When I was a rookie — kind of a scared rookie — I did what the team told me to do. My short time with the Mets, as well. I pitched down in the zone, because I’m a sidearmer, a submariner, and they wanted groundballs. They didn’t care about strikeouts as much back then; they just wanted quick outs, which was kind of the philosophy of the game.

“Then I bounced to my third team, the Rangers, about a year after [breaking into the big leagues]. I kind of said, ‘Forget about that. I’m going to pitch the way I want and figure out if I’m good enough to be here.’ That’s when I started pitching up in the zone, in 2009, and you saw the strikeout numbers go up a little bit.

“That’s really been the big paradigm shift in baseball, and it’s kind of ‘the chicken or the egg’ — did the high damage come first, or did the need for the swing-and-miss come first? But that’s what everybody wants, even if it costs you a couple more pitches per inning.” Read the rest of this entry »


In the KBO, the Dinos Still Dominate

It’s been a little while since we checked in on the Korean Baseball Organization. During Major League Baseball’s struggle to resume play in 2020 — both with fair compensation for players and proper health and safety precautions taken — entire seasons are well underway overseas, not only in South Korea but also in Japan and Taiwan. The KBO was the second to get started after the CPBL and thanks to an effective government response to the COVID-19 pandemic, has had its teams play well over 50 games already, or about three-eights of their regular season. Back when the season was just two weeks old, my colleague Jay Jaffe wrote about a league the NC Dinos were already starting to dominate. Six weeks later, very little has changed.

KBO Standings, July 8, 2020
Team W L W% GB RS RA Run Differential
NC Dinos 37 17 0.685 346 266 80
Kiwoom Heroes 34 22 0.607 4.0 323 273 50
Doosan Bears 32 23 0.582 5.5 341 318 23
LG Twins 30 25 0.545 7.5 304 278 26
Samsung Lions 30 26 0.536 8.0 298 267 31
Kia Tigers 27 25 0.519 9.0 251 241 10
KT Wiz 27 28 0.491 10.5 324 310 14
Lotte Giants 25 28 0.472 11.5 255 264 -14
SK Wyverns 17 38 0.309 20.5 205 286 -81
Hanwha Eagles 14 41 0.255 23.5 194 338 -144

After storming out of the gates with an 11-1 start, the Dinos have yet to relinquish first place, with the team still yet to hit any kind of a real rough patch. Their .685 winning percentage would set them on pace for about a 111-win season in MLB. Even if you strip away their 11-1 start — a run that even a team like, say, the early-season 2019 Mariners can approximate — their record since is still a sparkling 26-16, which equates to about 100 wins in a typical MLB season.

When the Dinos were covered here in May, they were said to be wearing teams out with power and patience. A few weeks later, the patience has diminished, but the intimidating power remains very much alive. The team leads the KBO in slugging (.487) by a good margin, and has hit the most homers in the league with 79. They’ve dropped to fifth in walks drawn, but their power has been enough to keep them the top-scoring team in the league at 6.52 runs per game.

As Jay mentioned, this kind of success for the Dinos has come as a surprise to KBO fans. They haven’t advanced to the Korean Series since 2016, and last year, they finished fifth with a record of 73-69-2; Dan Szymborski’s projections gave them just an 11.6% chance to win the league this year, forecasting them to finish fourth. They’ve surpassed those expectations, though, by having out-of-nowhere breakouts from a number of now-key players.

The Dinos’ lineup is positively relentless. Eight qualified hitters have a wRC+ of at least 110, and four of those rank in the top 10 hitters in the entire league. Jin-sung Kang 강진성 is the best of the bunch, hitting .365/.403/.623 for a 163 wRC+ that ranks third in the KBO. Hui-dong Kwon 권희동 (.312/.425/.558, 158 wRC+), Sung-bum Na 나성범 (.310/.378/.614, 154 wRC+), and Aaron Altherr 알테어 (.307/.380/.615, 154 wRC+), meanwhile, rank seventh, ninth and 10th in the KBO in wRC+, respectively. Each of these guys contributes to the team’s explosive pop — Na ranks second in the league with 15 homers, and Altherr is tied for third with 14.

That group of hitters is a great example of how the Dinos have blossomed. Of those four hitters, only Na had previously established a believable track record of success in the KBO. He entered the season coming off six consecutive seasons with a wRC+ of at least 120, and at 30 years old, he’s still in the prime of his career. It was always likely he’d mash this season — it was less clear whether he’d have much company. Kang, 26, had been a part-time player before this season, posting a wRC+ of 84 last season and 37 the year before. Kwon, 29, had already played six seasons in the KBO, and was above average at the plate in just two of them. Finally, there was Altherr, who as a foreign-born player had some expectations he would perform well, but was still new to the league.

All of those players have broken out in huge ways for the Dinos, and they aren’t alone. On the pitching side, I wrote about the brilliance of Chang-mo Koo 구창모 in the first month of the season and, well, it’s hard to say he’s gotten worse.

Chang-mo Koo KBO Ranks
Metric Value KBO Rank
Innings 66 8th
ERA 1.50 2nd
FIP 2.43 1st
Opp. BA .164 1st
HR/9 0.41 9th
BB% 4.9% 5th
K% 31.1% 1st
WHIP 0.76 1st

Both Statiz and KBO Fancy Stats give Koo the highest WAR of any player in the league this season, despite being a 23-year-old who first managed a FIP under 5.00 just last year. Alongside him in the rotation is Drew Rucinski 루친스키, another first-year KBO player from the U.S. whose 2.30 ERA ranks third in the league, and Mike Wright 라이트, who has outperformed an underwhelming FIP all season long, clocking in with a 3.63 ERA.

The rotation is brilliant at the top, but somewhat suspect at the bottom. If the Dinos have a weakness, it is that the back of their rotation has yet to really crystallize, with Jae-hak Lee 이재학, Sung-young Choi 최성영 and Young-kyu Kim 김영규 all carrying ERAs over 5.00. The story is similar in the bullpen, where Jong-hyun Won 원종현 (2.92 ERA in 24.2 innings) and Jae-whan Bae 배재환 (3.80 ERA in 23.2 innings) have been anchors, but everyone else has gotten hit very hard. It’s an unbalanced pitching staff, but because the offense is so deep — I haven’t even talked about former MVP catcher Euiji Yang 양의지 or longtime KBO stud Sok Min Park 박석민, both of whom are also in the league’s top 20 in wRC+ — that it just hasn’t mattered.

The Dinos aren’t without competition going forward, but no other team has posed a credible threat to their place at the top thus far. The second-place Heroes are sort of a portrait of dull competency — they rank fourth in scoring, on-base percentage, and slugging, and third in team ERA. Their pitching has been led more by finesse than power, as they rank first in BB/9 and eighth in K/9. The Bears, meanwhile, are more of a lesson in extremes. Their offense leads the KBO in OBP and SLG while running second in scoring, but their pitching staff is responsible for the second-highest ERA in the league. Both have had a few cracks at the Dinos this season, but so far, they’ve gone a combined 5-10. Their head-to-head matchups have only widened the gap between them.

All of this places the Dinos in a very good position to take the regular season, and if you need a reminder, that is a very big deal. The KBO playoff format rewards the regular season champion by giving it a bye directly to the Korean Series, with the next four teams having a progressively longer route to face them. The fourth and fifth seeds face each other in a best-of-five wild card round, the winner of that series faces the third seed in the quarterfinals, and so on.

Unlike the top spot, the remaining seeds ought to be highly contested all season. Part of that is due to the fact that the bottom of the league is so clearly defined — the SK Wyverns have gone through a poor enough stretch to nearly catch the Hanwha Eagles, who devoted a chunk of their season to perhaps the worst three-week run in baseball history. With a fifth of the league roughly 10 games behind everyone else, the clubs in front of them have gotten a boost.

Most of those teams have a significant enough strength that it’s easy to imagine them piecing together a hot streak that defines their season. The Kia Tigers, currently in sixth place in the standings, own the league’s best ERA. The seventh-place KT Wiz have scored the third-most runs per game. The road will be quite crowded for some time. But even with much of the season remaining, it seems clear that one team is in the fast lane.