Archive for Rangers

RosterResource Free Agency Roundup: AL West

In the third of a six-part series — you can see the AL East here and the AL Central here — I’ll be highlighting each team’s most notable free agents and how it could fill the resulting void on the roster. A player’s rank on our recently released Top 50 Free Agents list, along with Kiley McDaniel’s contract estimates from that exercise, are listed where relevant. In some cases, the team already has a capable replacement ready to step in. In others, it’s clear the team will either attempt to re-sign their player or look to the trade or free agent markets for help. The remaining cases are somewhere in between, with in-house candidates who might be the answer, but aren’t such obvious everyday players to keep the team from shopping around for better options.

Here’s a look at the American League West.

Houston Astros | Depth Chart | Payroll

Gerrit Cole, SP
FanGraphs Top 50 Free Agent Ranking: 1
Kiley McDaniel’s contract projection: 7 years, $242M

Wade Miley, SP
FanGraphs Top 50 Free Agent Ranking: 32
Kiley McDaniel’s contract projection: 1 year, $9M

It would be impossible to replace Cole, who might just be the best pitcher on the planet right now. With a projected payroll that is currently above $200 million for next season, the Astros do not appear to be in a strong position to re-sign the 29-year-old. But that doesn’t put them in desperation mode, by any means.

The return of Lance McCullers Jr., who missed all of 2019 recovering from Tommy John surgery, will help to offset the potential loss of Cole and give the Astros a formidable trio to lead their rotation along with Justin Verlander and Zack Greinke. Pitching depth is also strong with Jose Urquidy in line for a rotation spot and several others capable of helping out in 2020. But considering that Verlander and Greinke will be 37 and 36, respectively, on Opening Day, and McCullers hasn’t pitched in a game since last October, they aren’t expected to stand pat this offseason. Read the rest of this entry »


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.


The Texas Rangers Were Surprisingly Relevant in 2019

Rougned Odor failed to take a step forward, and looks to be part of an underwhelming 2020 Rangers infield. (Photo: KA Sports Photos)

“A pessimist gets nothing but pleasant surprises, an optimist nothing but unpleasant.” – Rex Stout, Fer-de-Lance

Of all the realistic playoff contenders in 2019, the one that surprised me the most was the Texas Rangers. I have a feeling the Rangers were equally startled. Without successfully developing a new rotation from within or reaching the point when the wallets would be opened for prime free agent talent, the Rangers spent much of 2019 with realistic Wild Card hopes. Texas played under the .500 mark after the All-Star break and fell safely out of postseason contention, but you can’t say it wasn’t enjoyable.

The Setup

It’s always hard to say goodbye to your greatest victories. The Rangers have a rich and storied history of decent-but-unspectacular success since moving to Texas. Never triumphant as the Washington Senators II: Electric Boogaloo, the team had plenty of interesting eras populated with fascinating seasons, but it took until the 1990s for the team to make the playoffs and nearly another 15 years for the team to start winning there. While I’d be hard-pressed to call the 2010s Rangers a true dynasty, five playoff appearances in seven seasons, including two World Series, is a track record a lot of teams would envy.

But anything that can’t last forever won’t. The team’s core faded or departed, and by the time their most recent winning season rolled around in 2016, the Rangers were mainly running on the fumes of past squads. Not helping matters were two giant financial gambles meant to forestall the decline that I argued were monumental blunders: swapping Ian Kinsler for Prince Fielder and signing Shin-Soo Choo to a seven-year, $130 million contract.

The team avoided doing the full slash-and-burn rebuild, hoping instead that a few of the youngish players such as Joey Gallo and Rougned Odor were part of the foundation for the next contending Texas team. Developing a new rotation was slower progress, and the veteran fill-ins meant to eat innings mostly bombed in 2018. Ten pitchers started at least five games for the 2018 Rangers, but only three returned to the team in 2019: Mike Minor, Ariel Jurado, and Yohander Méndez. Jurickson Profar was shipped out to enhance minor league depth. Otherwise, the team’s most significant offseason move was a three-year, $30 million contract with Lance Lynn; Shelby Miller’s one-year deal was of the lottery ticket variety. Bringing in Lynn was an interesting FIP vs. ERA gamble, for while Lynn added a run in ERA from 2017 to 2018, he also subtracted a run in FIP.

The Projection

At the start of the season, ZiPS was quite pessimistic about Texas’ chances of cobbling together an adequate rotation. At 68-94, ZiPS gave the Rangers the second-worst chances of making the playoffs in the American League, only barely escaping the rounding-to-zero humiliation of the Baltimore Orioles. While there was a very good argument to be made that the Rangers had more going for them than the AL Central also-rans, they also played in a significantly tougher division.

ZiPS expected little from the pitching staff after league-average Mike Minor/Lance Lynn projections, and while the offensive projections were slightly less bleak, only Joey Gallo was forecast to eclipse the two-win mark. Even the team’s younger hitters, like Rougned Odor and Nomar Mazara, had serious concerns that held down the projections. When would Odor stop going into half-season slumps? How do you shape Mazara’s raw power into a more refined version?

Better seasons were on the menu — a large market team with a new park would be unlikely to cry poor — but the computer did not see one of those as coming in 2019.

The Results

The Rangers didn’t burst out of the gate in 2019, but they played far better baseball than I expected. I was quite harsh about the team keeping Hunter Pence on the roster over Willie Calhoun, but Pence had a lot more baseball remaining than I expected and hit .294/.353/.608 before a groin injury sidelined him in mid-June. Minor and Lynn weren’t just adequate, but elevated the rotation to near-adequacy in the first half of the season, combining for 232 innings with a 3.22 ERA. Minor made the All-Star Game for the first time in his career, and Lynn spent much of the season leading the American League in FIP.

One of the best bits of news for the Rangers was Joey Gallo finally breaking out. It may seem odd to talk about a player with two 40-homer seasons as a disappointment, but Gallo’s low batting averages — even by 2010s standards — suppressed his on-base and slugging percentages enough to make it a stretch to call him a star. While you didn’t see it in his pure strikeout rate, Gallo knocked a whole quarter off of his out-of-zone swing percentage in 2019. That resulted in him getting far more non-homer hits than usual, enough to add 50 points to his batting average. Gallo’s not a speed demon, but he’s not Albert Pujols-slow either, and combined with his raw power, ZiPS was always befuddled why his career BABIP lingered stubbornly around the .250 mark. It will be hard to maintain the .368 BABIP he posted this year, but I think Gallo’s a more well-rounded hitter than he used to be.

Texas lingered around .500 for most of the summer, but that success was shallow and predicated on riding the bullpen and a small number of elite performances. The non-Lynn and Minor parts of the rotation contributed an abysmal 6.63 ERA. The offense’s 94 wRC+ was largely Gallo-driven, and when he broke the hamate bone in his wrist in July, ending his season with a .253/.389/.598 line, Texas’s offense collapsed; the Rangers put up an 80 wRC+ in the second half, which led only the Detroit Tigers.

Still in contention at the trade deadline, the organization faced a difficult question. Throwing in the towel when your playoff chances are more than theoretical is a tough decision, and if the Rangers were going to stay in the race, they’d have to figure out how to replace Gallo’s bat. The team decided — rightly, in my opinion — not to become buyers, but consistent with their skinny-rebuild, didn’t dump everyone with value. Their one big deadline trade, picking up Kolby Allard from the Braves for reliever Chris Martin, was one that would have been hard for any team to pass up. Likely getting unimpressive offers for Mike Minor in light of the weak return for Marcus Stroman, the Rangers kept the rest of the team together and played out the string.

What Comes Next?

As pleasant as it was to play meaningful baseball in 2019, the Rangers didn’t answer many questions. Picking up Nick Solak was a coup, but Rougned Odor was still undependable, Nomar Mozara’s breakout continued to elude him, and Delino DeShields lost 30 points of OBP over the summer. Elvis Andrus’s .242/.283/.322 second half again raises questions as to whether his 2016-2017 “comeback” was temporary. José Leclerc recovered from his early-season struggles, but I’d be lying if I said I was as high on him entering 2020 as I was in 2019.

I hate to say it about a team that decided not to go the full-tank route, but I feel that 2019’s success will be hard to build on in 2020. You can’t expect Lynn and Minor to match their 2019s, and given their ages and contract situations, winter trades are likely still in the club’s interest. A Calhoun-DeShields-Gallo outfield ought to be fine, but I don’t share that optimism with the non-Solak parts of the infield.

Looking at THE BOARD does not fill me with optimism either. The farm system boasts far more quantity than quality as it currently stands. The team has a whopping 44 prospects with a projected 40-grade or higher, but only a single 50. And that 50, Solak, is already accounted for above. ZiPS only shows significantly more promising results in Leody Taveras. There are no pitching prospects in the top 100 (and nobody I’d quibble with Eric and Kiley over) and few signs of a long-term first baseman or catcher.

The team has money to spend and could theoretically land Gerrit Cole and Anthony Rendon and Yasmani Grandal, should the mood strike them. The problem is that I’m no longer sure that would be quite enough. Some of their lesser prospects will work out, but when sorting through that many maybes, you need time and a lot of roster space.

I’m not as down on the team’s future as this may make me sound, but I’m very down on its turnaround happening as quickly as 2019’s record suggests.

The Absitively, Posilutely, Way-Too-Early ZiPS Projection – Lance Lynn

I liked the Lance Lynn signing and you can’t claim Texas didn’t win this one. While ZiPS never got too excited about Lynn in 2019, I think a lot of that was due to the nature of the in-season model being simpler than the season-to-season model. Lynn had the best fastball velocity of his career in 2019, a relevant stat for a player whose repertoire largely consists of three fastball variants. His two-seamer/sinker has always been the weakest of the three, with batters hitting nearly .300 against it over Lynn’s career. Lynn dialed back the use of the pitch in 2019, relying more on his bog-standard fastball and cutter. The extra velocity on the regular fastball — Lynn could push it to the high 90s at times — gave him some separation from the cutter. Lynn even added a bit of velocity to his vertically oriented curveball, enough to fool pitch algorithms into sometimes thinking it was a splitter.

ZiPS Projections – Lance Lynn
Year W L ERA G GS IP H ER HR BB SO ERA+ WAR
2020 13 9 3.58 29 29 173.3 165 69 17 55 175 116 3.2
2021 11 8 3.70 26 26 153.3 150 63 15 50 151 112 2.7

The computer’s buying it. Meeting this projection actually makes Lynn one of the most valuable veteran pitchers potentially available this offseason. While I’m not sure whether the team will actually go that route, I think Lynn showed enough to net a package I wouldn’t have thought possible for him a few years ago.


Job Posting: Texas Rangers Baseball Systems Positions

Please note this posting contains multiple positions.

Position: Baseball Systems Developer

Location: Arlington, TX

Description:
The developer will be responsible for supporting, maintaining and expanding the Rangers’ baseball operations software systems. A knack for compelling visuals and design preferred. The Rangers are looking for strong team players with outstanding people skills. Applicants that can provide code samples (any language doesn’t have to be baseball related) will be given strong preference. Diverse applicants are encouraged to apply. Spanish fluency a plus.

Responsibilities:

  • Web development, design and testing
  • Database queries to support the application
  • Designing and maintaining reports
  • Application support for the front office, scouts and coaches
  • Update and maintain internal system documentation

Qualifications:

  • Passion for the game of baseball
  • 1-3 years professional experience in a similar capacity and/or degree in computer science preferred
  • Excellent written and verbal communication skills
  • Highly organized
  • Occasional evening, weekend and holiday availability. Support is provided 24/7/365 and is shared among the team.

Technology:

  • Microsoft Visual Studio
  • ASP.Net
  • C#
  • JavaScript/AJAX
  • Microsoft SQL Server
  • SQL Reporting Services (SSRS)

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

Position: Baseball Systems Junior Database Engineer

Location: Arlington, TX

Description:
The junior database engineer will be responsible for maintaining and expanding the Rangers’ baseball operations database. The role is responsible for importing and integrating data from external providers, and interacting with the R&D department to implement models and build reports.

Responsibilities:

  • Database design
  • Export, Transform and Load multiple data feeds (ETL)
  • Assist in creating and monitoring data quality initiatives, resolving issues, and communicating to stakeholders
  • Writing and updating SSRS reports
  • Collaboration with application/web developer on app development
  • Basic support for end users of reports and applications
  • Update and maintain documentation for database and applications

Qualifications:

  • 1-3 years professional experience in a similar capacity preferred and/or degree in computer science or related field
  • Excellent written and verbal communication skills
  • Highly organized
  • Experience with Microsoft SQL Server, Snowflake or other relational databases mandatory
  • Experience in Wherescape (preferred), SQL Server Integration Services or other ETL tools helpful
  • Experience in agile environments helpful
  • Passion for the game of baseball preferred

Other Requirements:

  • Evening and weekend availability, in particular during the baseball season
  • Occasional travel required

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

Position: Baseball Systems Support Coordinator

Location: Arlington, TX

Description:
The Support Coordinator, Baseball Systems is responsible for coordinating technical support conversations between Baseball Operations users, Baseball Systems engineers and Information Technology. The support coordinator will also be responsible for assisting with building application documentation along with training users. This position will also assist in quality assurance endeavors and basic project management tasks.

Responsibilities:

  • Application and basic technical support for Baseball Operations users
  • Coordination and follow up with Baseball Systems and stakeholders on outstanding issues
  • Assist in writing and maintenance of documentation and help videos for users
  • Assist in training users
  • Assist in quality assurance endeavors
  • Assist with project management tasks

Qualifications:

  • Excellent written and verbal communication skills
  • Highly organized
  • Spanish fluency a big plus
  • Strong technical skills – not a programmer, but comfortable using complex applications.
  • Passion for the game of baseball strongly preferred

Other Requirements:

  • Evening and weekend availability, in particular during the baseball season
  • Occasional travel required

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

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


The 2019 AL Cy Young Voting Guide

With just over a week to go in the regular season, Justin Verlander and Gerrit Cole are running neck and neck as favorites for the American League Cy Young award. Verlander leads the league in innings (212) and ERA (2.50). Cole has the lead in strikeouts with 302 with Verlander 19 behind. Even after accounting for Verlander’s 34 homers, his 3.28 FIP is still one of the best marks in the league. On Cole’s side are the strikeouts, a league-leading 2.78 FIP and a 6.7 WAR half a win clear of Verlander. Several other pitchers, like Charlie Morton and Lance Lynn, boast strong resumes, and with five slots on voters’ ballots, many pitchers will receive down-ballot consideration worthy of discussion.

While awards voting is a mostly objective process, when trying to differentiate between a group of very good pitchers, personal preferences are likely to play into the selections. When voters rely on particular stats, be it FIP, ERA, or some other metric, they are making decisions about the importance of defense, park, opponent, and how much talent a big league pitcher is expected to exhibit when it comes to contact quality. Before we get to all of those issues, let’s identify the candidates. There’s a fairly clear top seven among AL starting pitchers (Liam Hendriks might deserve some consideration as well) with Eduardo Rodriguez also included due to his rank based on Baseball-Reference’s WAR.

Here are the eight pitchers under consideration, with some traditional and more advanced statistics:

AL Cy Young Candidates
Gerrit Cole Lance Lynn Justin Verlander Charlie Morton Shane Bieber Lucas Giolito Mike Minor Eduardo Rodriguez
IP 200.1 195.2 212 182.1 201.1 176.2 194.2 185.1
K% 39.1% 27.2% 35.3% 30.0% 30.5% 32.3% 23.4% 24.2%
BB% 6.0% 6.9% 5.0% 7.1% 4.9% 8.1% 7.7% 8.7%
HR/9 1.26 0.92 1.44 0.69 1.34 1.22 1.20 1.12
BABIP .274 .321 .212 .303 .288 .273 .283 .311
ERA 2.61 3.77 2.50 3.16 3.26 3.41 3.33 3.64
ERA- 59 75 56 71 67 75 66 75
FIP 2.73 3.24 3.28 2.84 3.39 3.44 4.08 4.00
FIP- 61 68 73 64 74 74 85 88
WAR 6.7 6.1 6.1 5.6 5.2 5.1 4.2 3.2
1st=Blue, 2nd=Orange, 3rd=Red

A look above shows Gerrit Cole leading in the more advanced statistics, with Verlander gaining the nod from traditional metrics, and Lance Lynn and Charlie Morton sort of splitting the difference between the two Astros. Shane Bieber and Lucas Giolito are a bit behind, with Giolito unable to add anything to his file after being shut down for the season. Mike Minor’s case is made by his low ERA combined with his difficult park, as his strikeouts and walks lag behind the other candidates. Eduardo Rodriguez is the poor man’s version of Minor.

If we looked at FanGraphs WAR, we’d see Cole as the leader due to his incredible strikeout rate and ability to limit homers, at least somewhat. Though he has a 20-inning deficit compared to Verlander, the strikeouts and homers make enough of a difference for Cole to take the day. Verlander and Lynn are in a dead heat when it comes to WAR, with the huge difference in home runs balancing Verlander’s lead in strikeouts and walks and Lynn’s more difficult park in which to keep balls in the field of play. Comparing Lynn to Morton, we see Morton with the homer advantage, but the innings deficit, combined with Tampa Bay being a hard park to homer in, gives Lynn the edge. Read the rest of this entry »


Kolby Allard Has Been Quite the Find for the Rangers

In the final moments of the 2019 trade deadline, the Astros shocked the baseball world with their trade for Zack Greinke. As Dan Szymborski put it at the time, “In a league in which money and prospects are meekly handed out when a team has an opportunity to strike a critical blow, Houston keeps demonstrating why they’re one of the best, most focused organizations in baseball today.”

Since the trade, Greinke has been good. He’s pitched 49.1 innings for Houston thus far, posting a solid 3.10 ERA, 3.50 FIP, and 1.2 WAR. His strikeout numbers have dipped (24.0% to 19.5%) since moving from the Diamondbacks to the Astros, but even with this dropoff in performance, it’s hard to say that he hasn’t been worth the cost so far. With that said, of course, the Astros didn’t acquire Greinke to help them get to the playoffs; they acquired him to get through the playoffs. The evaluation of that trade — along with many others made at the deadline — is far from complete.

While Greinke has been solid since the trade, he hasn’t been the best pitcher of those moved in July. That distinction belongs to Kolby Allard, even if it is by a razor-thin margin:

WAR Since Aug. 1, Pitchers Traded in July
Rank Player Name Team WAR
1 Kolby Allard Rangers 1.3
2 Zack Greinke Astros 1.2
3 Zac Gallen Diamondbacks 1.1
4 Homer Bailey Athletics 1.0
5 Nick Anderson Rays 0.9
6 Jason Vargas Phillies 0.6
7 Mark Melancon Braves 0.6
8 Jordan Lyles Brewers 0.5
9 Sergio Romo Twins 0.5
10 Chris Martin Braves 0.4
Stats through games played on September 14.

Read the rest of this entry »


Analyzing the American League September Call-Ups

September call-ups, both high-profile and totally innocuous, have been trickling in over the transaction wire for the last several days. As always, there are some who will have real impact on the playoff race and some who are interesting for the purposes of player evaluation, like your usual spare lefty reliever and catcher (by far the most common types of September additions). Some teams with no new names at all. Below I’ve compiled notes on every player brought up by an American League team since the start of the month, no matter how inconsequential; I’ve slipped some rehabbers and August 31 acquisitions in here, too. It’s a primer for you to get (re)acquainted with players who might impact the playoff race or the seasons to come. (The National League’s complement can be found here.)

Contenders’ Reinforcements

Houston Astros– OF Kyle Tucker, C Garrett Stubbs, RHP Josh James, RHP Jose Urquidy

Kiley and I have Tucker projected as an above-average regular, ranked 15th overall among prospects in baseball. I have no idea what kind of playing time he might get this month. Stubbs (24th in the org) has begun playing a little bit of second base and outfield. A part time, multi-positional role might help keep his tiny frame from breaking down, and enable Houston to get his long-performing bat in the lineup, as well as create flexibility on other parts of the roster.

James was 94-97 in rehab outings before he returned, then reached 99 on Monday. Urquidy projects as a strike-throwing fifth starter.

New York Yankees– OF Clint Frazier, RHP Jonathan Loaisiga, RHP Ryan Dull, RHP Chance Adams, LHP Tyler Lyons, INF Brenny Escanio (prospect)

I think it’s likely Frazier, who many scouts/teams continue to think has everyday ability, gets traded this offseason, both because he’s part of a crowded outfield/DH mix and because he and the org don’t seem to be a great fit. Read the rest of this entry »


2019 Arizona Fall League Rosters Announced, Prospects on THE BOARD

The 2019 Arizona Fall League rosters were (mostly) announced today, and we’ve created a tab on THE BOARD where you can see all the prospects headed for extra reps in the desert. These are not comprehensive Fall League rosters — you can find those on the AFL team pages — but a compilation of names of players who are already on team pages on THE BOARD. The default view of the page has players hard-ranked through the 40+ FV tier. The 40s and below are then ordered by position, with pitchers in each tier listed from most likely to least likely to start. In the 40 FV tier, everyone south of Alex Lange is already a reliever.

Many participating players, especially pitchers, have yet to be announced. As applicable prospects are added to rosters in the coming weeks, I’ll add them to the Fall League tab and tweet an update from the FanGraphs Prospects Twitter account. Additionally, this tab will be live throughout the Fall League and subject to changes (new tool grades, updated scouting reports, new video, etc.) that will be relevant for this offseason’s team prospect lists. We plan on shutting down player/list updates around the time minor league playoffs are complete (which is very soon) until we begin to publish 2020 team-by-team prospect lists, but the Fall League tab will be an exception. If a player currently on the list looks appreciably different to me in the AFL, I’ll update their scouting record on that tab, and I may add players I think we’re light on as I see them. Again, updates will be posted on the FanGraphs Prospects Twitter account, and I’ll also compile those changes in a weekly rundown similar to those we ran on Fridays during the summer.

Anything you’d want to know about individual players in this year’s crop of Fall Leaguers can probably be found over on THE BOARD right now. Below are some roster highlights as well as my thoughts on who might fill out the roster ranks.

Glendale Desert Dogs
The White Sox have an unannounced outfield spot on the roster that I think may eventually be used on OF Micker Adolfo, who played rehab games in Arizona late in the summer. He’s on his way back from multiple elbow surgeries. Rehabbing double Achilles rupturee Jake Burger is age-appropriate for the Fall League, but GM Rick Hahn mentioned in July that Burger might go to instructs instead. Sox instructs runs from September 21 to October 5, so perhaps he’ll be a mid-AFL add if that goes well and they want to get him more at-bats, even just as a DH. Non-BOARD prospects to watch on this roster include Reds righties Diomar Lopez (potential reliever, up to 95) and Jordan Johnson, who briefly looked like a No. 4 or 5 starter type during his tenure with San Francisco, but has been hurt a lot since, as have Brewers lefties Nathan Kirby (Thoracic Outlet Syndrome) and Quintin Torres-Costa (Tommy John). Dodgers righty Marshall Kasowski has long posted strong strikeout rates, but the eyeball scouts think he’s on the 40-man fringe. Read the rest of this entry »


Losing Seasons Don’t Have to Be Lost Seasons

For a losing team, the Cincinnati Reds have been busy. It’s not just trading players either, as Cincinnati made one of the biggest deadline moves while many contenders slumbered in near-stasis, picking up Trevor Bauer with an eye towards retooling for the 2020 season. Only three of the eight players in Wednesday’s lineup were also in the lineup on Opening Day: Tucker Barnhart, Eugenio Suárez, and José Iglesias. Chief among the new additions is the recently called-up Aristides Aquino, a big slugger lurking far back from the head of the team prospect lists coming into the season. After a fairly unimpressive minor league career, Aquino has feasted on the major league bouncy ball in 2019, slugging 28 homers in 294 AB in the formerly pitcher-friendly International League and then a shocking 11 homers in just 20 major league games.

Aquino was not some elite prospect finally being called up. The Reds have only received the benefit of getting a look at Aquino because they decided to use their ABs in a now-lost season in a productive way. If the team hadn’t dropped Matt Kemp or traded Yasiel Puig, choosing to go with the known quantity in a mistaken attempt to goose attendance (there’s no evidence this actually works), there wouldn’t have been as many opportunities to assess Aquino or Josh VanMeter or Phil Ervin in the majors. They now have more information on these players — how they’ve played at the big league level — and that information can have a positive effect on the decisions they make on how to win the NL Central or a wild card spot in 2020. Even picking up veteran Freddy Galvis, a 2.0 WAR player, for free has a value to a team like the Reds given his one-year, $5-million option for 2020. Scooter Gennett was always likely to be gone, but Galvis may not be, and now the Reds have another player who they can choose to start in 2020 or trade over the winter.

The Reds have been fortunate in these decisions, but I would have been in favor of this calculus even if Aquino/VanMeter/Ervin had been terrible. My fundamental belief is that among hitters and pitchers, teams have roughly a combined 12,000 plate appearances/batters faced to work with every year, and as many of them should be devoted to trying to win games as possible. Maybe they’re not 2019 wins — maybe they’re wins in 2020 or 2023 or 2026. But even players not working out gives you information; if Aquino came to the majors and hit like Lewis Brinson, it would still give the Reds data they didn’t have before. You don’t acquire that kind of knowledge when you’re a 90-loss team still penciling Billy Hamilton or Chris Davis into the lineup on a daily basis. Read the rest of this entry »


Emmanuel Clase is Wondrous

There’s an easy complaint that baseball fans the world over lob at analytical, number-driven sorts like me. “Hey nerd,” it starts. “Baseball is played on the field, and your numbers can’t measure heart and smarts.” The nerd part is constant, the things the numbers can’t measure varied. That complaint misses the mark, because no one loves baseball for the numbers without also loving it for the viewing pleasure. Appreciating the statistics doesn’t have to detract from how fun it is to watch a pickle or to see a beautifully executed tag.

While that complaint is mostly off the mark, it does get one thing about statistics right. There are some things that you simply don’t need a big sample size to know. Want to know if a player is adept at hitting the ball the other way with two strikes and runners in scoring position? You’ll need a sample that could blot out the sun. Want to know if a pitcher throws 100 mph? One or two pitches will do. Not everything needs to be regressed to the mean, and not everything needs thousands of data points to be valid.

Here’s merely one example: Emmanuel Clase has thrown 38 pitches in the majors. All of them have been this week. He has one strikeout, one walk, and nine batters faced. We’re nowhere near any of these numbers stabilizing, nowhere near his strikeout rate or walk rate or BABIP being meaningful. Despite all that, I can say this with certainty: Emmanuel Clase has a chance to be one of the best relievers in baseball, and he might be the most uncomfortable at-bat in the majors already.

Why? Well, Clase is a two-pitch reliever — 80% fastballs and 20% sliders. Look at pitch classifications, and the fastball usually turns up as a four-seamer. He averages 99 mph with it and has topped out at around 102 in the minors, which is already special enough, but that’s not even the interesting part. You see, it’s not a four-seam fastball, at least not in the way you think of that pitch. It’s not a fading, rising missile that explodes through the top of the strike zone. No, Clase throws a cutter, a 100-mile-an-hour optical illusion that bores in on the bats of lefties and the very souls of righties. One cutter was all I needed to see to know that I’m going to enjoy watching Clase for as long as he pitches. Read the rest of this entry »