Archive for Daily Graphings

What To Expect From Sung-Bum Na

In recent days, the NC Dinos have asked the KBO to post outfielder Sung-bum Na 나성범. Once MLB and the KBO make the posting official, big-league clubs will have 30 days to sign the 31-year-old outfielder. Na’s posting isn’t official quite yet — neither is Ha-seong Kim 김하성’s — but should be after the Dinos send MLB additional medical information.

Na has had a decorated career in South Korea. He’s a six-time All-Star, two-time Gold Glove winner, and annual MVP candidate. He’s won Gold in the Asian Games and starred on this season’s Korean Series winner. A .317/.384/.542 career hitter, he’s notched a 150 wRC+ in two of his last three full seasons, and probably would have made it three out of four had he not blown out his knee in May of 2019.

That injury is the main reason you’re reading this article now instead of a year ago: Na has long dreamed of playing in the majors, and he’d originally planned to test MLB waters following the 2019 season. At the time of the injury, he was loosely considered a five-tool player. He’d already shifted from center to right field at that point, but he was good there on the strength of above average speed and a strong arm. He wasn’t quite the same guy in the field last season, as he played more DH than right, and only attempted four steals. Read the rest of this entry »


JAWS and the 2021 Hall of Fame Ballot: Bobby Abreu

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2021 Hall of Fame ballot. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

Bobby Abreu could do just about everything. A five-tool player with dazzling speed, a sweet left-handed stroke, and enough power to win a Home Run Derby, he was also one of the game’s most patient, disciplined hitters, able to wear down a pitcher and unafraid to hit with two strikes. While routinely reaching the traditional seasonal plateaus that tend to get noticed — a .300 batting average (six times), 20 homers (nine times), 30 steals (six times), 100 runs scored and batted in (eight times apiece) — he was nonetheless a stathead favorite for his ability to take a walk (100 or more eight years in a row) and his high on-base percentages (.400 or better eight times). And he was durable, playing 151 games or more in 13 straight seasons. “To me, Bobby’s Tony Gwynn with power,” said Phillies hitting coach Hal McRae in 1999.

“Bobby was way ahead of his time [with] regards to working pitchers,” said his former manager Larry Bowa when presenting him for induction into the Phillies Wall of Fame in 2019. “In an era when guys were swinging for the fences, Bobby never strayed from his game. Because of his speed, a walk would turn into a double. He was cool under pressure, and always in control of his at-bats. He was the best combination of power, speed, and patience at the plate.” Read the rest of this entry »


How This Winter Could Impact the NL Central Logjam

In the final 2019 standings, fourth-place teams in their respective divisions finished an average of 30 games behind the first-place team. In 2018, that number was about 22, and in 2017, it was about 25. The distance between your average fourth-place team and their division’s first-place team fluctuates a bit year-to-year depending upon how super that season’s super-teams are, but it’s never close. The worse team will sneak in a few victories against the superior team over the course of 18 or so matchups throughout the season, but the two really aren’t supposed to be on the same level. One of these teams has a good chance of hosting a playoff series, and the other is having trouble selling tickets in September.

Our preseason playoff projections tend to reflect that space. Before the season was postponed and the schedule still ran 162 games, our projected fourth-place finishers in four of the six divisions were given a 1% chance or less at finishing first. The Phillies, the presumed fourth-place finishers in the NL East, were given less than a 5% chance of winning their division. Then there was the NL Central, where the Cardinals were pegged for fourth but given a 17% chance to finish on top, with a projected record that was within four games of the first-place Cubs. That would have been the tightest grouping of the top four teams in any division since the AL East in 1988.

When the new 60-game season was done, just five games wound up separating the top four teams in the NL Central, and from the looks of our Depth Charts projections, the race figures to be incredibly tight again in 2021. While the Pirates lag far behind the pack, the top four teams in the division stand incredibly close in talent level.

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Hyun Jin Ryu’s Multiple Fastballs

Watch any amount of baseball these days, and you’ll see a familiar pattern: a catcher giving a pitcher a high target for his fastball. This is hardly a secret; it’s so obvious, in fact, that I don’t really know how to make a good introduction out of it. Did you know that pitchers throw four-seam fastballs high in the zone? You did! I don’t need to tell you that. But this article is about four-seam fastballs, so the paragraph feels necessary.

Anyway: Four-seamers work better when they’re thrown up in the zone. That’s not some silly contextual thing, or even really up for debate. It’s just how the pitch works. The backspin on the pitch means that hitters generally make contact under the center of the ball. Given that the normal launch angle for a ball up in the zone is already high, hitting under a high pitch means pop-ups and lazy fly balls. It also means whiffs.

Don’t believe me? I mean, first of all, just watch some baseball. The pitch that dots the top of the strike zone makes hitters look foolish with great frequency. You can also take a look at this table, which divides the strike zone into vertical thirds and looks at only four-seam fastballs:

Four-Seam Results by Location
Location Whiff% wOBACON SLGCON
Top 26.4% .293 .462
Middle 16.2% .372 .595
Bottom 12.3% .324 .496

Fastballs in the upper third of the strike zone are the best of both worlds. Batters miss them more frequently than the other two sections, and even when they make contact, they’re not doing so with authority. Fail to find the top of the zone, and things get worse. Fastballs that wind up in the middle third of the plate still miss bats at an acceptable clip, but if the hitter connects, you might be in for a bad time.
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JAWS and the 2021 Hall of Fame Ballot: Billy Wagner

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2021 Hall of Fame ballot. Originally written for the 2016 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

Billy Wagner was the ultimate underdog. Undersized and from both a broken home and an impoverished rural background, he channeled his frustrations into throwing incredibly hard — with his left hand, despite being a natural righty, for he broke his right arm twice as a child. Scouts overlooked him because he wasn’t anywhere close to six feet tall, but they couldn’t disregard his dominance over collegiate hitters using a mid-90s fastball. The Astros made him a first-round pick, and once he was converted to a relief role, his velocity went even higher.

Thanks to outstanding lower-body strength, coordination, and extraordinary range of motion, the 5-foot-10 Wagner was able to reach 100 mph with consistency — 159 times in 2003, according to The Bill James Handbook. Using a pitch learned from teammate Brad Lidge, he kept blowing the ball by hitters into his late 30s to such an extent that he owns the record for the highest strikeout rate of any pitcher with at least 800 innings. He was still dominant when he walked away from the game following the 2010 season, fresh off posting a career-best ERA.

Lacking the longevity of Mariano Rivera or Trevor Hoffman, Wagner never set any saves records or even led his league once, and his innings total is well below those of every enshrined reliever. Hoffman’s status as the former all-time saves leader helped him get elected in 2018, but Wagner, who created similar value in his career, has major hurdles to surmount. There are, though, fewer hurdles than before: In his fifth year on the ballot, his share of the vote nearly doubled, from 16.7% to 31.7%, the third-largest gain among returning candidates. His advantages over Hoffman — and virtually every other reliever in history when it comes to rate stats — provide a compelling reason to study his career more closely. Given how far he’s come, who wants to bet against Billy Wags?

2021 BBWAA Candidate: Billy Wagner
Pitcher Career Peak JAWS WPA WPA/LI IP SV ERA ERA+
Billy Wagner 27.7 19.8 23.7 29.1 17.9 903 422 2.31 187
Avg HOF RP 39.1 26.0 32.6 30.1 20.0
SOURCE: Baseball-Reference

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What the Braves Can Tell Us About MLB’s Financial Losses in 2020

Losses have come to dominate the narrative when it comes to baseball finances over the past year as the world has struggled to deal with the COVID-19 pandemic. With just a 60-game schedule and no fans in the stands during the regular season, revenues dropped precipitously. The losses have been called “historic” and “devastating” by commissioner Rob Manfred and “biblical” by Cubs owner Tom Ricketts. Separating hyperbole from reality is difficult when there is little concrete information to contest bald assertions from interested parties, and the refusal of those parties to divulge any of their info invites skepticism. As a result, we need to turn to the Braves, who are traded publicly and issue quarterly reports about their finances, to get a better sense of the picture league-wide.

This is not the first time we’ve taken a look at Atlanta’ finances, though 2020 represents a radically different year, with operating income (Adjusted OIBDA) totaling around $150 million in 2018 and ’19 combined. Before taking a broader look, let’s run through the third quarter, which includes July, August and September, aka the regular season. During this time, the team played 60 games, including 30 at home. Baseball revenue stood at $102 million, half that of what came in during the third quarter in 2019. Due to paying players pro-rated salaries and not having fans at games, expenses (which include the Battery development outside the park) also dropped, from $167 million to $104 million. If we assume that The Battery, with $8 million in third quarter revenue, is a breakeven proposition at the moment, that means that on an operating basis, the Braves’ turned a $6 million profit during the season despite having no fans in the seats. While MLB might claim teams lost money for every game played this season, the Braves are the only club with any amount of transparency regarding their finances, and they didn’t. Read the rest of this entry »


Mike Minor Returns to Kansas City

Ah, the introductory paragraph of a free agency signing piece. Normally, this is a space to let loose and spend a while thinking up a pun about the team and the player linking up. I must sadly tell you, however, that I can’t bring myself to do it. The degree of difficulty is the fun, and Mike Minor’s name is too easy, so you’ll just have to settle for the facts: the Kansas City Royals signed Minor to a two-year deal over the weekend, as Ken Rosenthal first reported.

When Minor left the Royals after a dominant 2017 season of relief work, he looked like a classic conversion arm. He’d been workmanlike over parts of five seasons with the Braves, never overwhelming but also never disastrous. After a brutal series of injuries ending in shoulder surgery, however, Atlanta cut him loose, and he landed with the Royals on a two-year deal. Kansas City turned him into a reliever, and he promptly annihilated the AL Central — his 2.55 ERA and 2.62 FIP represented a new level of performance, and he looked like a relief ace created out of whole cloth.

As he returns to Kansas City three years later, the situation feels both familiar and strange. Familiar, in that he’s spent the last three years putting in a performance that was, in aggregate, a little bit better than average. His run prevention numbers look slightly worse for having played two years in an extreme hitter’s park, but even then, a 4.07 ERA and 4.37 FIP will play, and that works out to an 85 ERA- and 95 FIP- after park adjustments. Even including a rough 2020, Minor looks like a workmanlike pitcher again.

Is he heading back to Kansas City to relieve? Almost certainly not. You see, Minor’s 2019 raises hope that there’s a little bit more there than meets the eye. He started the season strong, with a 2.54 ERA and 3.78 FIP, which led to his first All-Star nod. He faded down the stretch, though he still finished with 4.1 WAR and did even better (6.4 WAR) if you focus on runs allowed rather than FIP.

Even if you want to disregard the half-by-half split and focus on the aggregate, something stood out: Minor threw 208.1 innings, a career high. He followed that up with another 11 starts in 2020, essentially a full season of work. A starter who can put up decent rate statistics over a full workload is a valuable commodity in today’s game, particularly given the fact that essentially every pitcher in baseball will throw many more innings next year than they did this year, which likely increases the chance of injury. Read the rest of this entry »


JAWS and the 2021 Hall of Fame Ballot: Mark Buehrle

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2021 Hall of Fame ballot. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

At a moment when baseball is so obsessed with velocity, it’s remarkable to remember how recently it was that a pitcher could thrive, year in and year out, despite averaging in the 85-87 mph range with his fastball. Yet thats exactly what Mark Buehrle did over the course of his 16-year career. Listed at 6-foot-2 and 240 pounds, the burly Buehrle was the epitome of the crafty lefty, an ultra-durable workhorse who didn’t dominate but who worked quickly, used a variety of pitches — four-seamer, sinker, cutter, curve, changeup — moving a variety of directions to pound the strike zone, and relied on his fielders to make the plays behind him. From 2001-14, he annually reached the 30-start and 200-inning plateaus, and he barely missed on the latter front in his final season.

August Fagerstrom summed up Buehrle so well in his 2016 appreciation that I can’t resist sharing a good chunk:

The way Buehrle succeeded was unique, of course. He got his ground balls, but he wasn’t the best at getting ground balls. He limited walks, but he wasn’t the best a limiting walks. He generated soft contact, but he wasn’t the best at generating soft contact. Buehrle simply avoided damage with his sub-90 mph fastball by throwing strikes while simultaneously avoiding the middle of the plate:

That’s Buehrle’s entire career during the PITCHf/x era, and it’s something of a remarkable graphic. You see Buehrle living on the first-base edge of the zone, making sure to keep his pitches low, while also being able to spot the same pitch on the opposite side of the zone, for the most part avoiding the heart of the plate. Buehrle’s retained the ability to pitch this way until the end; just last year [2015], he led all of baseball in the percentage of pitches located on the horizontal edges of the plate.

Drafted and developed by the White Sox — practically plucked from obscurity, at that — Buehrle spent 12 of his 16 seasons on the South Side, making four All-Star teams and helping Chicago to three postseason appearances, including its 2005 World Series win, which broke the franchise’s 88-year championship drought. While with the White Sox, he became just the second pitcher in franchise history to throw multiple no-hitters, first doing so in 2007 against the Rangers and then adding a perfect game in 2009 against the Rays. After his time in Chicago, he spent a sour season with the newly-rebranded Miami Marlins, and when that predictably melted down spent three years with the Blue Jays, helping them reach the playoffs for the first time in 22 years.

Though Buehrle reached the 200-win plateau in his final season, he was just 36 years old when he hung up his spikes, preventing him from more fully padding his counting stats or framing his case for Cooperstown in the best light. A closer look suggests that beyond the superficial numbers, while he’s the equal or better of several enshrined pitchers according to WAR and JAWS, he’s far off the standards, and doesn’t have the peripheral collection of accomplishments to bolster his candidacy. Like Tim Hudson, he may receive a smattering of support on a ballot that’s hardly crowded, but his candidacy isn’t likely to lack staying power. Read the rest of this entry »


Sunday Notes: A Hall of Fame Ballot Explained

I have the honor of casting a Hall of Fame ballot for the first time this year. Jay Jaffe does as well, each of us having joined the BBWAA in 2010 while colleagues at Baseball Prospectus. A decade later — and in Jay’s case, countless words written on the subject at hand — we are the first FanGraphs writers to be granted voting privileges.

I’m sharing my ballot in this column, but before doing so, it’s only appropriate that I tip my hat to my fellow first-time voter. As most everyone reading this knows, Jay’s JAWS system is invaluable when assessing Hall of Fame credentials, as is his must-read Cooperstown Casebook. Given his extensive research and analysis, there may not be a greater authority on the subject.

That being said, the question of what defines a Hall of Famer is inherently subjective. Following Ryan Thibodaux’s Ballot Tracker will tell you as much. With barely over a dozen made public, we’ve already seen ballots with 10 checkmarks, while others have been left blank. As a “Big Hall” guy, I’m clearly not in accord with the latter camp.

Jay and I disagree on at least one player. Barring an earth-shaking surprise, Omar Vizquel won’t get his vote. Conversely, the iconic-yet-polarizing shortstop was a no-brainer for me. The first names I checked on my ballot were Vizquel and Scott Rolen. Read the rest of this entry »


Let’s Rethink the Playoffs

The 2020 playoffs were contested by the largest playoff field in MLB history. While the expanded tournament certainly felt like an oddity, in the context of a shortened season, the format was tolerable for both fans and executives. The sabermetrically inclined readily conceded that a 60-game sample was insufficient to separate contenders from pretenders, all seamheads got to enjoy a few more games in a year with too few of them, and owners made more money. In a difficult situation, an imperfect solution proved a surprisingly elegant way to give everyone something they wanted.

The question is whether that format is here to stay.

One the one hand, you can understand why the league and its owners will be tempted to chase profits and advocate for the expanded field going forward. Per Sportico, the extra games this fall netted MLB an additional $100 million – $4.5 million per contest. Collectively, owners made less money than usual in 2020 and this is not a group that suffers rainy years with any equanimity. The prospect of another fanless season has the billionaire class antsy.

But while an expanded field worked in a pandemic-riddled season, my sense is that most — though obviously not all — fans don’t really want it to stay. A September column in the Washington Post titled “If baseball keeps these grotesque expanded playoffs, it will have lost its soul” is probably overstating things but there’s a sizable number of baseball fans who are very turned off by the idea. If nothing else, the lousy ratings from the early-round games suggests that Americans are hardly banging on the table for a 16-team dance. Read the rest of this entry »