Was Hyun-Jin Ryu’s Changeup the Most Effective of 2019?

What actually makes a pitch effective? Is it the ability to induce whiffs or draw weak contact on a regular basis? Both? Are those factors actually the result of the pitch itself or the way others in a repertoire set it up? How about its movement? Can that alone make a pitch great?

Changeups and sliders are both interesting pitches, sliders in particular because there are so many variations. And changeups can be thrown with a variety of grips, making them all behave in different ways. The circle change, the Vulcan change, the “Fosh” change, the three-finger and split change — the list goes on.

Luis Castillo, Kyle Hendricks, Mike Minor, and Zack Greinke are a few pitchers who possess a great changeup. But there is another you might not think of in the same breath who deserves the same level of recognition. One that Pitch Info rated as having the most effective changeup in baseball through the 2019 season, namely former Los Angeles Dodgers starter and current free agent Hyun-Jin Ryu.

Before we dive into Ryu’s changeup, let’s go over what having an “effective” changeup, per Pitch Info, entails.

This evaluation of effectiveness comes from our Pitch Type Linear Weights (or ‘Pitch Values’), which attempt to measure how successful a pitcher (or hitter) has been with (or against) a particular pitch. Did batters regularly hit the pitch for productive outcomes, or does it tend to create outs? There is no real predictive value in these ratings. Instead, they are a reflection of what happened over the course of the season, which makes this stat particularly useful here.

A bit of caution, as there is some missing context here. If a pitcher throws a highly-graded pitch, it doesn’t always mean that it’s been strong across the board. A pitcher could have other pitches that make the pitch in question better. For example, maybe he has a dynamite fastball and a breaking pitch that, when thrown before or after the heater, regularly keeps the hitter off-balance and produces favorable results. Is it because of the pitch itself (in this case, the changeup) or is it an after-effect of the fastball? Is Ryu’s changeup elite because it’s a good pitch on its own, or because his fastballs complement it well? Read the rest of this entry »


Chapman Chooses Another Year in Pinstripes

Aroldis Chapman, most recently seen allowing a home run to José Altuve that sent the Astros to the World Series, has reportedly signed a contract extension with the Yankees that will keep him in New York through the 2022 season. The deal, as reported, adds one year and $18 million onto the two years and $30 million that were left on Chapman’s previous contract, and answers the question — open since that Altuve home run — of whether Chapman would exercise the opt out in his contract and become a free agent this offseason.

Last week, Jon Heyman reported that Chapman, 32, planned to exercise his opt-out in the event he was unable to reach a deal with the Yankees for an additional year. That move would almost certainly have resulted in the Yankees extending Chapman a qualifying offer (this year set at $17.8 million), Chapman declining to sign at that price, and Chapman and his agent subsequently seeking a deal that involved the signing team giving up a draft pick.

Having no doubt watched the Craig Kimbrel experience play out last offseason, and presumably wanting no part of it, it makes sense that Chapman would pursue an extension in New York rather than test free agency with a QO hanging around his neck. This is now the second time the left-hander has chosen to return to New York (the first time, when he signed his current contract, came in 2016) and this extension guarantees him three more years in the city he calls home — not to mention a worry-free winter.

The Yankees benefit too. Retaining Chapman means that their excellent 2019 relief corps can return mostly intact, and in particular that Zack Britton, Adam Ottavino, Tommy Kahnle, and Chad Green can return to the roles they played last season, and are presumably comfortable with (that’s especially true for Britton, who for obvious reasons threw in many of the same sorts of situations as Chapman). That’s not to discount Chapman’s contributions on their own terms, as they were excellent last year (a 2.28 FIP and a 36.2% strikeout rate over 57 innings pitched) despite modest declines in fastball velocity that began in the middle of 2018 and persisted in 2019:

It’s hard to know what to make of Chapman’s velocity decline or what it augurs for his future effectiveness. As far as I can tell, the conventional wisdom on relievers is that they’re good until they’re not, except for elite relievers, who are good for longer until they’re not. Chapman definitely falls into the latter category, and as Ben Clemen’s wrote earlier this year, he’s already demonstrated success in moving somewhat away from his fastball in favor of sliders inside the strike zone. Since Ben wrote that piece, Chapman has gravitated even more towards his slider, throwing it 31.1% of the time in 2019 against 19.7% two years ago and 19.3% on his career.

Perhaps most promisingly, Chapman has demonstrated a willingness to use that slider in most instances with the count even or behind, saving his fastball only for the first strike of the sequence (in the chart below, courtesy of Baseball Savant, his fastball is in red, his slider in yellow, and his little-used sinker in orange). That sinker only appears with two strikes and fewer than two balls, when Chapman uses it to try to generate swings and misses.

All in all, although I wouldn’t personally want to be on the hook today for paying a generic 35-year-old reliever $18 million in 2022, I think this is the right move for the Yankees, whose owners are significantly richer than I. Chapman has convincingly demonstrated that he is anything but a generic reliever, and finalizing their bullpen this early in the offseason gives New York the cost certainty they need to pursue other, Gerrit Cole-shaped projects. What’s more — and this is where it gets icky — the Yankees have clearly already decided that they’re comfortable with Chapman’s history and past suspension under the league’s domestic violence policy (Hal Steinbrenner, their owner, was quoted in 2017, not long after Chapman signed his first deal with New York, as saying of the incident, “Sooner or later, we forget, right?“).

Any other team that signed Chapman — save perhaps the Cubs — would no doubt have deservedly tarnished their reputation for doing so. For the Yankees, that decision was made three years ago, though that stretch hasn’t dimmed our memories quite like Steinbrenner thought, or perhaps hoped, it would.

With Chapman’s new contract will likely come ripple effects downstream in the relief market. Will Harris, Will Smith, Daniel Hudson, and Dellin Betances (not to mention Drew Pomeranz, Chris Martin, and Jake Diekman) are all available this offseason, and probably happy to see Chapman return to a team already rife with relief arms. There aren’t quite as many sure bets on the market this offseason as there were, perhaps, a year ago, when Kimbrel, Britton, Cody Allen, Jeurys Familia, Kelvin Herrera, Andrew Miller, Joakim Soria, David Robertson, and Ottavino were all available. But there are still enough that the teams most in the market will find plenty to consider this winter.


The Free-Agency Analysis FanGraphs Doesn’t Want You to Read, 2019 Edition

Last year, I wrote a post-length intro for our marathon Top 50 Free Agent list, which Carson Cistulli demanded I spin off into its own piece of scorching hot free agency takes. Like last year, I still have extra buzz that didn’t fit into today’s Top 50 post, and while Meg Rowley is less insistent on brevity than Carson was before her, she made the same request, so here it comes, at the molten lava temperatures that you prefer.

First, some bullet-pointed thoughts on specific teams likely to be active, as well as various player markets:

  • There’s some buzz that the White Sox will be active for veteran help, particularly on short-term deals with lower guarantees. After getting under the luxury tax, the Dodgers seem poised to spend, with multiple sources tying them to Rendon, while the two top pitchers on the market (Cole, Strasburg) are SoCal natives. The Yankees had the third-best record and third-best run differential in baseball, but seem a player or two short and weren’t able to stay under the luxury tax to reset the penalties; they seem likely to spend in this area again. Philadelphia seems primed to spend again this offseason to help get past Washington and Atlanta. Speaking of which, Atlanta has a stable of young players to fill in the back of the roster, but needs a couple frontline types from the top 10 of the list to raise their upside. Cincinnati, San Diego, and the Mets all seem to be focused on a playoff run in 2020, which could result in them making moves more aggressively this winter than other teams with similar talent.
  • Last year, Dallas Keuchel, Craig Kimbrel, and Mike Moustakas were among the free agents most-squeezed in terms of the deal they eventually got vs. the deal they wanted/deserved. Keuchel and Moustakas are back on the market and I rounded down a bit on their projected deals in the Top 50 since they’re still the same players, but a year older, though Keuchel has now rid himself of a qualifying offer and its accompanying draft pick compensation. Players over 30 who seem unlikely to post 3 WAR or more simply aren’t what most clubs are looking for on a multi-year deal, especially when the most successful clubs seem to be finding two-win players between the couch cushions, or in the second and third tier of their prospect lists.
  • Teams want impact, durability, and youth when paying premium prices over a long term, and in this market, only Gerrit Cole and Anthony Rendon clearly possess all three attributes. The two profiles next-closest to that are guys who ended up moving up the board a bit throughout the process: Yasmani Grandal and Marcell Ozuna. They are entering their age-30 and age-29 seasons, respectively, with Grandal offering outstanding performance at a premium position, while Ozuna has youth, tools, and upside along with a pretty solid track record. I’d expect both to get four-year deals, which are increasingly rare below $100 million.
  • Read the rest of this entry »


2020 Top 50 Free Agents

Welcome to FanGraphs’ top-50 free-agent rankings. Dave Cameron had previously been responsible for this annual post; I took the reins last year. I’m back leading the charge again, with some assistance from my colleagues.

In what follows, I’ve provided contract estimates and rankings of the winter’s top free agents, along with market-focused breakdowns for the top-25 players. As for why I’ve provided commentary on only the top 25, you can decide for yourself whether it’s because my take on No. 49 Eric Sogard was too hot for the internet, or because all of the players just kind of seemed the same to me by that point. Meanwhile, a combination of Ben Clemens, Craig Edwards, Brendan Gawlowski, Jay Jaffe, Eric Longenhagen, Rachael McDaniel, and Dan Szymborski have supplied the more player-focused breakdowns, which are designed to provide some context for each player at this moment in his career.

Note that players are ranked in the order in which I prefer them, in terms of the overall guaranteed money I’d spend on them. Usually, this is very similar to the order of the overall contract values as both the crowd and I have projected. But in some instances, that’s not the case. I explain my rationale where relevant.

The main theme that I hit upon multiple times in my comments below is the continued evolution of free agency: how hard teams compete with one another in the market, how quickly players sign, the types of player helped or hurt by the changing landscape, and the methods agents use to position their clients, and the deals they eventually sign. If you’re interested in more notes and rumors, I’ll have a corresponding post up to that end shortly, but I didn’t want to make you scroll any further.

Now let’s get to the list.

– Kiley McDaniel Read the rest of this entry »


Job Posting: Cleveland Indians Area Scout

Position: Area Scout

Primary Purpose
Provide high-quality information on amateur players to prepare the organization for acquisition opportunities

Essential Responsibilities and Duties

  • Relationships: Create and maintain strong relationships with players and their families, along with coaches and programs, to understand the player’s background and character.
  • Evaluations: Provide player evaluations and rankings by using organization’s scouting principles
  • Scheduling: Through preparation and prioritization, maximize opportunities for information collection
  • Data Collection: Lead a thorough data collection effort on the player pool

How will they get it done?

  • Info: Capture and document info quickly on players
  • Communication: Consistently communicate with internal stakeholders to lead and execute the scouting process
  • Teamwork: Commit to doing what’s best for the organization and acquiring the best players for the org

Leadership, Management, Development Responsibilities

  • Management: Manage and lead a scouting process within the area on amateur players within a network around them
  • Leadership: The organization will provide tools, resources and exposure for growth as an emerging leader
  • Development Responsibilities: The organization offers resources dedicated to personal development through leaders, research and processes.

Goals/Objectives for the Position

  • Player Pool: Cultivate a robust and well-rounded understanding of the player pool by using all available information and dynamically updating evaluations
  • Org Philosophies: Learn and understand organizational philosophies to accurately assess what’s happening and why/how
  • Feedback: Seek out feedback and use available resources to fuel development and increase understanding of players

Background
A demonstrated track record of curiosity and continuous improvement in the game, regardless of experience

Skills

  • Baseball Acumen: An understanding of the evaluation process. A technical proficiency in player assessment
  • Emotional Intelligence: Ability to manage emotions and time
  • Communication: Clearly and concisely explain thoughts verbally and in writing
  • Work Ethic: A relentless drive to collect more and better information
  • Passion: Demonstrate a clear passion for the game, teammates, the organization and learning
  • Resourcefulness: Utilize organizational resources to develop and understand organizational philosophies
  • Self-awareness: Understand your skill set, understand your biases, recognize your areas of development
  • Strategic Thinking: Employ a problem-solving mindset and strategic thinking

To Apply:
To apply, please complete the application, which can be found here.

The content in this posting was created and provided solely by the Cleveland Indians.


Job Posting: Texas Rangers Baseball Analytics Apprentice

Job Title: Apprentice, Baseball Analytics

Location: Arlington, TX

Basic Duties and Responsibilities:

  • Query and report on data
  • Build and maintain analytical tools, metrics, & models
  • Create compelling data visualizations and stories
  • Research game changing ideas and concepts
  • Present information to organizational stakeholders and executives

Qualifications:

  • Bachelor’s Degree in mathematics, engineering, computer science, data science, or related field
  • Strong written & verbal communication as well as visualization skills
  • Strong knowledge of baseball and associated data & technologies
  • Proficiency in SQL, R, Python, Tableau, SSRS, Microsoft BI, STAN, and/or other analytical platforms and languages
  • Familiarity with concepts such as predictive learning, cloud computing, machine learning, artificial intelligence, & Bayesian analysis
  • A creative mindset, open-mindedness, and desire to work in a learning culture

To Apply:
If interested, please complete the application, which can be found here.

The content in this posting was created and provided solely by the Texas Rangers.


Sunday Notes: Cutter Heavy, Josh Osich Doesn’t Bury His Head in the Sand

Josh Osich doesn’t bury his head in the sand when a change is in order. Compared to most hurlers, the 31-year-old southpaw has been chameleon-like in terms of his pitch usage. He’s switched teams, as well. Originally in the Giants organization, Osich spent 2019 with the White Sox, and just this past week he was claimed off waivers by the Red Sox.

Intrigued by what I saw in his pitch-type column, I asked the former Oregon State Beaver for the reasons behind all the ebbs and flows of his offerings.

“If the scouting report is the same every year, they know what you’re going to be throwing,” Osich said this summer. “It’s always nice to change things up, so that they don’t know what’s coming. In 2016, I was sinker-heavy. The year before that, I was fastball-changeup-cutter; it was more of a mix. In 2018, there were probably a few more changeups. This year I’ve been cutter-heavy.”

Very cutter-heavy. Roughly two out of every three pitches Osich threw in 2019 were classified as cutters. Might that not be contradictory to his “they don’t know what’s coming” comment? Read the rest of this entry »


FanGraphs Audio: Eric Longenhagen Endures Two Swears, Does a Third

Episode 873

Fresh off the conclusion of the 2019 season, FanGraphs’ Lead Prospect Analyst Eric Longenhagen joins the program to discuss a few moments of potentially questionable decision-making during the World Series, some Umpiring Choices during that same Fall Classic, and our experience of robo-umps in the Arizona Fall League and a few prospects who stood out there, as well as the merits of the word “spooktacular.”

A word of warning for those listeners with tender ears: This episode does contain three swears. Those swears are not the fault of Dylan Higgins, who is away, but are instead the fault of the host, who got flummoxed by the prospect of editing them out. Generous listeners who are not undone by those bad words might describe the episode as “loose.” Those with a vendetta against the host might instead assert that said host sounds tired. Both camps might be correct.

Don’t hesitate to direct pod-related correspondence to @megrowler on Twitter.

You can subscribe to the podcast via iTunes or other feeder things.

Audio after the jump. (Approximate 1 hour and 13 min play time.)


RosterResource Offseason Depth Charts and Payroll Pages Are Here

After 11 offseasons of organizing and updating the depth charts at Roster Resource (formerly known as MLBDepthCharts), this will be my first at FanGraphs. In case you’re not familiar with how I cover the offseason, here’s a rundown of how the depth charts and payroll pages work.

These features are now in offseason mode, meaning that all free agents have been removed from their 2019 teams and a projected Opening Day 26-man roster is displayed. As roster moves occur and news is reported, these projections will be updated almost immediately and announced on my Twitter account.

If you find yourself scratching your head about a particular projection — the World Champion Nationals, for example, begin with Jake Noll and Wilmer Difo as their starting first and second baseman, respectively — it’s very likely because you’ve discovered a team need. If you disagree with a projection, we might just have differing opinions. It’s also possible that I’m overlooking something and would greatly appreciate hearing your opinion on the matter. Twitter is the easiest way to make a suggestion or report an error.

It’s important to note that these are Opening Day roster projections. Once we incorporate 2020 stats projections in the depth charts, you will notice that certain players listed in the Minor League section are expected to play an integral role for the upcoming season.

Since offseason moves do not become official right away, I use my best judgement to decide when a free agent signing or trade will be reflected on the site. There have been a few occasions over the years when I have had to “undo” a reported move (i.e. Dexter Fowler agreed to a contract with the Orioles on February 23, 2016 before re-signing with Cubs on February 25, 2016 ). For the most part, a roster move will be reflected on a depth chart once enough credible reporters have confirmed it to consider it a done deal.

Options remaining, major league service time, and Rule 5 eligibility have all been updated through the 2019 season. These are unofficial and based on my own count. Certain players can be granted a fourth option, which is usually not widely reported.

If a player has “R5” in the “Options or R5 status” column, they are eligible for next month’s Rule 5 draft. Players not on the 40-man roster who show that they have options remaining because of previous major league experience are also eligible for the Rule 5 draft. Teams have until November 20 to add players to their 40-man roster, which would protect those players who are eligible from the Rule 5 draft.

Below the 26-man roster projection is the “Minor Leaguers You Should Know” section, sorted by primary position. The purpose of this section is to identify players who are moving up the ladder toward the major leagues. Once I determine that a player is no longer making progress, I remove them from the list. Here is an overview of the criteria I use to determine whether a players is notable enough to be included.

Players are automatically included if they meet any of the following criteria:

  • On the 40-man roster
  • Non-Roster Invitee (not on 40-man roster; invited to major league camp during 2020 Spring Training)
  • Invited to the 2019 Arizona Fall League (while AFL participants are not always top prospects, players chosen by their organization are typically in the upper minors and expected to reach the majors within a year or two).
  • Top 30 prospect in the organization, per the most recent rankings from FanGraphs
  • Drafted in the first 10 rounds of 2019 Amateur Draft

Players are also included if they’ve met some combination of the following criteria:

  • Productive 2019 season:
    • Typically a .700+ OPS or better for position players; could be slightly lower for catchers, second basemen, shortstops and center fielders if speed, on-base ability, and/or defense are strong attributes.
    • Typically a sub-4.00 ERA with average BB/9 rate (4.0 and under) and above-average K/9 rate (8.0 and over), with the caveat that relievers in the low minors must do significantly better to be recognized.
  • If a player did not meet the criteria based on statistical production, other factors such as ceiling, position, age, and level are taken into account.

Payroll pages are explained in depth here. During the offseason, the salary breakdown for a new contract is spread evenly as an “estimated salary” until official numbers are reported. Estimated salaries are displayed in italics. Projected salaries for arbitration-eligible players, courtesy of MLB Trade Rumors, are displayed in italics with a light green background.

We’ll be adding 2020 projections to the depth charts in the near future. Feel free to let us know what other information you’d like see while viewing the depth charts in the comments below.


The $17.8 Million Question

Do you think the end of the baseball season results in a nice vacation for front offices? Poppycock! Horsefeathers! Archaic 19th Century Declaration of Shock! Hundreds of players will be able to offer their services on the open market after the post-postseason quiet period ends in a few days. With those free agency entrants comes a significant decision for teams: whether to extend qualifying offers to their departing free agents. And unlike paying your water, electric, or taco bill, it’s an actual choice that has to be made.

For those who don’t have the qualifying offer rules committed to memory, a refresher is in order. If a free agent spent the entire season on one team’s roster and has never before received a qualifying offer, his team can choose to extend to him a qualifying offer in order to receive draft pick compensation should he elect to sign with another team.

If a team makes a free agent a qualifying offer and received revenue sharing, they get a pick after the first round of the draft if the player is guaranteed at least $50 million by his new team. If they did not receive revenue sharing, their comp picks comes after the second round. If the team did not receive revenue sharing and did not exceed the luxury tax, they get a post-round two pick no matter the free agent’s new contract. The increasingly rare number of teams that exceed the soft salary cap luxury tax threshold pick after round four.

The qualifying offer is a one-year deal equivalent to the average of the salary of the top 125 highest-paid players in baseball. For the first time ever, the qualifying offer went down this year as owners realize that not paying for stuff is a lot more fun than paying for stuff, even if it doesn’t always result in winning baseball games.

The decision to make a free agent a qualifying offer has real consequences for players and teams, sometimes disastrous ones. The Cleveland Indians let Michael Brantley walk scot-free after the 2018 season, unwilling to risk “having to” sign a player coming off a 3.5 WAR season to a reasonably priced one-year contract. Brantley was worth 4.2 WAR in 2019; the Indians were patching holes in their outfield the entire season. Cleveland finished three games behind the Wild Card road team, the Tampa Bay Rays, so you can do the math there. Read the rest of this entry »