Prospect Report: Cubs 2023 Imminent Big Leaguers

Pete Crow-Armstrong
Allan Henry-USA TODAY Sports

Below is an evaluation of the prospects in the Chicago Cubs farm system who readers should consider “imminent big leaguers,” players who might reasonably be expected to play in the majors at some point this year. This includes all prospects on the 40-man roster as well as those who have already established themselves in the upper levels of the minors but aren’t yet rostered. We tend to be more inclusive with pitchers and players at premium positions since their timelines are usually the ones accelerated by injuries and scarcity. Any Top 100 prospects, regardless of their ETA, are also included on this list. Reports, tool grades, and scouting information for all of the prospects below can also be found on The Board.

This is not a top-to-bottom evaluation of the Cubs farm system. We like to include what’s happening in minor league and extended spring training in our reports as much as possible, since scouting high concentrations of players in Arizona and Florida allows us to incorporate real-time, first-person information into the org lists. However, this approach has led to some situations where outdated analysis (or no analysis at all) was all that existed for players who had already debuted in the majors. Skimming the imminent big leaguers off the top of a farm system will allow this time-sensitive information to make its way onto the site more quickly, better preparing readers for the upcoming season, helping fantasy players as they draft, and building site literature on relevant prospects to facilitate transaction analysis in the event that trades or injuries foist these players into major league roles. There will still be a Cubs prospect list that includes Alexis Hernandez, Cade Horton, and all of the other prospects in the system who appear to be at least another season away. As such, today’s list includes no ordinal rankings. Readers are instead encouraged to focus on the players’ Future Value (FV) grades. Read the rest of this entry »


Effectively Wild Episode 2004: House of Cards

EWFI
Ben Lindbergh talks to Will Leitch about the Cardinals’ horrendous start, their baffling decision to bar big free-agent addition Willson Contreras from catching, how Yadier Molina’s legacy looms over the franchise, how Oli Marmol and John Mozeliak have handled the team’s struggles, how the rest of the season might go, and more, along with the Effectively Wild connection in Will’s new novel, The Time Has Come. Then (54:51) Ben talks to David Hrusovsky about wearing a SpongeBob costume to Guardians games and David’s ongoing effort to map every high school baseball field in the country and document the weirdest ones. After that (1:19:58), Ben brings on frequent Stat Blast consultant Ryan Nelson to deliver several Stat Blasts, followed by (1:51:35) a Past Blast from 2004 and a few follow-ups.

Audio intro: Alex Ferrin, “Effectively Wild Theme
Audio interstitial: Dave Armstrong and Mike Murray, “Effectively Wild Theme
Audio outro: Tom Rhoads, “Effectively Wild Theme

Link to Katie Woo on Contreras
Link to Katie on Contreras again
Link to Rosenthal on Contreras
Link to playoff odds changes
Link to Marmol-Bucknor feud
Link to Marmol on Contreras
Link to Marmol on booing
Link to more Marmol on booing
Link to Posnanski on Marmol
Link to Jay Jaffe on the Cardinals
Link to Will’s Cardinals podcast
Link to Will’s newsletter
Link to The Time Has Come
Link to EW wiki on weird fields
Link to David/SpongeBob video
Link to David/SpongeBob article
Link to Gonzalez/SpongeBob article
Link to David’s HS fields site
Link to weird field % by state
Link to Uni Watch on David
Link to MLB field sizes
Link to ballpark homogenization info
Link to Topps NOW cards
Link to Ryan’s first EW episode
Link to EW guest data
Link to Stat Blast results/data
Link to Santander Reddit thread
Link to Russell on fouls
Link to 2004 Past Blast source
Link to David Lewis’s Twitter
Link to David Lewis’s Substack
Link to Royals Pasquatch ad
Link to Pasquatch footage
Link to MLBTR on Greiner
Link to tall-catchers EW episode
Link to Anton’s MLB birthday data
Link to relative age effect wiki
Link to article on MLB RAE
Link to Shane on M’s broadcast

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Jonathan India Is Bouncing Back in an Unexpected Way

Jonathan India
The Cincinnati Enquirer

Jonathan India started his career with a bang. In 2021, the Cincinnati second baseman put up a 120 wRC+ and 3.0 WAR over 150 games, good enough to snag National League Rookie of the Year honors. Last year, a hamstring injury limited him to just 103 games, and he struggled to a 95 wRC+ at the plate. He looked like a natural bounce back candidate coming into the 2023 season, and here he is bouncing back. After a big day on Sunday, India’s .306/.397/.460 slash line consists of three career-best figures. His underlying metrics are also better than ever in a host of categories.

Jonathan India – Year-Over-Year Stats
Season Chase% Whiff% BB% K% GB/FB Exit Velocity HardHit% wRC+
2021 25 22.8 11.3% 22.3% 1.32 87.6 38.1% 120
2022 27.9 21 7.2% 21.8% 1.14 85.1 28.8% 95
2023 22.1 14.3 11.6% 14.4% 1.19 90.2 43.8% 130

Let’s start with plate discipline. India is chasing less than ever, whiffing less than ever, walking more, and striking out way less. Those developments are all — and please excuse the inside baseball jargon here — very good. His chase rate has either improved or held steady against every pitch type except for sinkers, which have been something of an Achilles’ heel this year. He’s hitting them harder, but 71% of the sinkers he’s put in play have been groundballs, up from 54% in previous years.

India is reaching base more and hitting the ball much harder. After the previous paragraph, you might assume that his increased exit velocity has come from hitting more pitches in the zone, but the difference is smaller than you might think: 87% of his balls in play came on pitches in the zone, as opposed to 84% in 2021. Further, a close look at his batting line reveals something interesting: Although he’s hitting the ball harder and his BABIP is at a career high, his production on balls in play is still a ways off from where it was in 2021.

Jonathan India – Balls in Play
Season BABIP wOBA xwOBA
2021 .326 .413 .395
2022 .305 .357 .339
2023 .343 .390 .366

Again, this is not necessarily a bad thing; walking more and striking out less has so far made this a worthwhile tradeoff. But it’s worth exploring why India’s newfound exit velocity hasn’t translated into as much power as we might expect. He’s currently running a .153 ISO, closer to the mark he put up last year than the .190 he posted in 2021. His barrel rate is likewise between his 2021 and ’22 figures, and his HR/FB is at a career low. Read the rest of this entry »


Ben Clemens FanGraphs Chat – 5/8/23

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FanGraphs Power Rankings: May 1–7

Last week’s darlings are this week’s dogs, as the Pirates and Orioles slide down in the rankings. The Rays continue to run roughshod over the American League, and the Braves have started to put some distance between themselves and the rest of the field in the National League.

A reminder for how these rankings are calculated: first, we take the three most important components of a team — their offense (wRC+), their pitching (a 50/50 blend of FIP- and RA9-, weighted by starter and reliever IP share), and their defense (RAA) — and combine them to create an overall team quality metric. I also add in a factor for “luck,” adjusting a team’s win percentage based on expected win-loss record. The result is a power ranking, which is then presented in tiers below.

Tier 1 – The Best of the Best
Team Record “Luck” wRC+ SP- RP- RAA Team Quality Playoff Odds
Rays 28-7 0 144 69 89 5 182 97.8%
Braves 24-11 1 116 80 84 -7 148 99.4%
Rangers 20-13 -3 122 88 94 0 154 51.6%

The Rays keep chugging along atop the American League standings with five wins in six games last week, steamrolling the Pirates and winning a hard-fought series against the Yankees over the weekend. So far, they’re outpacing the 2001 Mariners and are showing no signs of letting up on the gas. Even if they come back down to Earth a bit this summer, these banked wins give them a huge margin over their AL East competitors.

The Braves also continue to cruise, with six wins in eight games last week: a split doubleheader against the Mets, a sweep of the Marlins, and a series win over the Orioles. Marquee offseason acquisition Sean Murphy is crushing the ball, leading an offense that’s scored the second most runs in the NL. Their schedule doesn’t let up either; they’ve got dates with the Red Sox, Blue Jays, Rangers, Mariners, Dodgers, and Phillies lined up over the next three weeks. Read the rest of this entry »


The NL-Worst (!) Cardinals Are Panicking

Willson Contreras
Jeff Curry-USA TODAY Sports

The Cardinals snapped their eight-game losing streak on Sunday thanks to Paul Goldschmidt’s three-homer day, but not before finding new ways to embarrass themselves this weekend. Saturday’s loss dropped them to 10–24, their worst record through 34 games since 1907. On top of that, that same day the team declared that Willson Contreras, the marquee free-agent catcher signed in December to replace the retired Yadier Molina, would no longer be the primary backstop but would instead spend his time as a designated hitter and corner outfielder, drastically reducing his value. A day later, St. Louis backtracked, announcing that Contreras will DH but have a path to returning to catching duties.

What in the world?

This is jaw-dropping, panicky stuff coming from what was supposed to be a well-run organization. The Cardinals entered the season having reached the playoffs in four straight years and won at least 90 games in each of the last three full seasons; twice in those four years they took home division titles, including last year, when they went 93–69. But more than 20% into this season, they own the National League’s worst record at 11–24, three games worse than the Rockies (14–21), the NL’s next-worst team, and only three games ahead of the godforsaken A’s (8–27) for the majors’ worst record. Read the rest of this entry »


Have You Tried Turning Corbin Burnes Off, Then Turning Him Back On Again?

Corbin Burnes
John Hefti-USA TODAY Sports

The 2023 season represents a golden opportunity for the Brewers. Their long-time tormenters, the Cardinals, can’t get out of their own way. The Cubs aren’t quite ready for prime time yet. The Pirates are an awesome story, but they’re light on impact players; this feels more like a feel-good warmup for the future than their year to shine. But the Brewers have problems of their own: their vaunted starting pitching has let them down to start the year.

You might assume I’m talking about the shaky back of the rotation; after all, the Brewers have been built around Corbin Burnes, Brandon Woodruff, and Freddy Peralta for years now. But Wade Miley is holding up his end of the bargain, and even Colin Rea and Eric Lauer have turned in mid-4s ERAs — hardly a disaster. Instead, the problems have come at the very top: Woodruff is out indefinitely with a shoulder injury, and Burnes simply doesn’t look like himself this year.

Over the past three seasons, Burnes had established himself as one of the best pitchers in baseball. He has outrageous strikeout stuff; his 33.4% strikeout rate over those three years was 0.1 percentage points off of the best mark in baseball for a qualified starter. He mastered his command in the past two seasons, turning in back-to-back years of excellent walk rates. He even added durability, topping 200 innings in 2022, the first time in his career he’d even exceeded 170.

What’s gone wrong this year? A little bit of everything, to be honest. He’s walking more batters. His strikeouts have gone missing in action. His velocity is down across the board, as are his swinging-strike and chase rates. He’s giving up more contact than ever before, and “ever before” encompasses the 2019 season, when he ran up an 8.82 ERA and 6.09 FIP and got sent to the bullpen. In sum, he’s pitched to a 3.86 ERA and 4.34 FIP this year, quite the letdown after his last three years produced a 2.62 ERA and 2.40 FIP. Read the rest of this entry »


In Celebration (Sort of) of Matt Harvey

Matt Harvey
Robert Deutsch-USA TODAY Sports

On July 16, 2013, Tom Seaver threw out the first pitch at the All-Star Game at Citi Field in New York. It was an unforgettable moment in isolation, but the context thickened the atmosphere to mugginess with implication.

Warming up in the bullpen was Matt Harvey, a 24-year-old from Connecticut who’d been chosen to start the game for the National League. Ten days shy of a year in the majors, Harvey had become one of the most effective, and most-discussed, pitchers in the sport. From the day of his debut until the day of his All-Star start, he was fifth among qualified starters in WAR, third in K%, and sixth in ERA-.

But he wasn’t just effective; he was electric. He overpowered hitters with his upper-90s velocity and cruel breaking pitches. And he was doing it in a Mets ecosystem that, after several years of being squished by division rivals, cried out desperately for… actually, it just cried out desperately in general. Harvey wasn’t just branded a future Cy Young winner, but the next great New York baseball star. Seaver was genuinely handing the ball to his heir presumptive. Read the rest of this entry »


Sunday Notes: Josh Winckowski Likes Quick Outs (and Frosted Flakes)

Josh Winckowski has been an invaluable piece in the Boston bullpen this season. Pitching in multiple relief roles — he’s entered games in the each of innings five through nine — the 24-year-old right-hander has a 1.57 ERA to go with a 2-0 record and one save. Acquired by the Red Sox from the New York Mets in February 2021 as part of a three-team, seven-player trade that featured Andrew Benintendi, Winckowski has tossed 23 frames over a baker’s-dozen outings.

He’d primarily been a starter prior to this season. All but six of Winckowski’s 90 minor-league appearances came as a starter, as did all but one of the 15 he made last year in his first taste of MLB action. That he’s thriving as a former 15th-round pick whose repertoire lacks power is also part of his story.

“I went through every level of the minor leagues and had to prove myself at all of them,” said Winckowski, whom the Toronto Blue Jays drafted out of Estero (FLA) High School in 2016 and subsequently swapped to the Mets in the January 2021 Steven Matz deal. “Somewhere in the middle there was a pitch-to-contact-and-miss-barrels.’ That’s the sweet spot for me. Quick outs — two or three pitches for outs — is definitely my game. It’s where I’m at my best.”

Winckowski does have the ability to strike batters out. While his K/9 is a modest 7.04 — last year it was just 5.6 — he fanned 9.2 batters per nine in Triple-A. Moreover, he’s not a soft-tosser. But while his sinker averages 95.1 mph, reaching back for more juice isn’t how his punch-outs come about. Read the rest of this entry »


Job Posting: Los Angeles Dodgers – Multiple Openings

Senior Quantitative Analyst

Department: Baseball Operations
Status: Full-Time
Location: Los Angeles, CA
Pay Rate: $120,000 – $150,000/year*
Reports to: Director, Quantitative Analysis

*Compensation rates vary based on job-related factors, including experience, job skills, education, and training.

The Los Angeles Dodgers are looking for quantitative baseball researchers to turn data into actionable insights through use of mathematical and statistical models. Senior Analysts are expected to innovate on our core data products, identify future areas of innovation in predictive modeling, identify and implement best practices in developing and deploying code, and provide data-backed opinions to coaches and front office decision-makers on decisions regarding on-field strategy, player development, and player evaluation.

Essential Duties & Responsibilities:

  • Own the development and deployment of our most complex and highest impact predictive models
  • Identify, research, and implement opportunities for new models, data sources, and areas of baseball research
  • Contribute to high level planning and prioritization of projects within the QA group
  • Build internal tooling to make you and your peers more efficient
  • Understand the needs of users and evaluate the day-to-day impact of analytics products
  • Perform ad hoc data analyses to answer urgent questions from front office leadership and other groups within baseball operations
  • Advise executives and coaches on player evaluation, player development, and on-field strategy
  • Make public appearances to student and professional groups to aid departmental recruiting efforts
  • Provide mentorship to junior analysts, interns, and various members of the Dodgers organization not coming from a technical background.

Basic Requirements/Qualifications:

  • Passionate about winning championships
  • 5+ years of experience building and evaluating predictive models in industry
  • Expertise in model deployment and tools for automating data science workflows
  • Experience maintaining a well-organized, well-documented code repository
  • Experience mentoring early-career data scientists

Nice to Haves:

  • Experience using data to advise decision-making in some domain
  • Experience with Bayesian Statistics
  • Experience with spatial statistics
  • Experience with analysis of time series data
  • Experience with machine learning, particularly problems involving computer vision
  • Experience maintaining and monitoring machine learning models in production
  • Experience with SQL
  • Experience doing baseball research

To Apply:
To apply, please follow this link.


Quantitative Analyst

Department: Baseball Operations
Status: Full-Time
Location: Los Angeles, CA
Pay Rate: $90,000 – $110,000/year*
Reports to: Director, Quantitative Analysis

*Compensation rates vary based on job-related factors, including experience, job skills, education, and training.

The Los Angeles Dodgers are looking for quantitative baseball researchers to turn data into actionable insights through use of mathematical and statistical models. Analysts are expected to build and evaluate models, follow best practices in developing and deploying code, and provide data-backed opinions to coaches and front office decision-makers on decisions regarding on-field strategy, player development, and player evaluation.

Essential Duties & Responsibilities:

  • Maintain and make improvements to our core predictive models
  • Contribute features to internal tooling
  • Understand the needs of users and evaluate the day-to-day impact of analytics products
  • Perform ad hoc data analyses to answer urgent questions from front office leadership and other groups within baseball operations
  • Advise executives and coaches on player evaluation, player development, and on-field strategy
  • Make public appearances to student and professional groups to aid departmental recruiting efforts
  • Provide mentorship to junior analysts, interns, and various members of the Dodgers organization not coming from a technical background.

Basic Requirements/Qualifications:

  • Passionate about winning championships
  • 2+ years of experience building and evaluating predictive models in industry or equivalent experience in academia
  • Experience maintaining a well-organized, well-documented code repository

Nice to Haves:

  • Experience using data to advise decision-making in some domain
  • Experience with model deployment and tools for automating data science workflows
  • Experience mentoring early-career data scientists
  • Experience with Bayesian Statistics
  • Experience with spatial statistics
  • Experience with analysis of time series data
  • Experience with machine learning, particularly problems involving computer vision
  • Experience maintaining and monitoring machine learning models in production
  • Experience with SQL
  • Experience doing baseball research

To Apply:
To apply, please follow this link.


Junior Quantitative Analyst

Department: Baseball Operations
Status: Full-Time
Location: Los Angeles, CA
Pay Rate: $75,000 – $85,000/year*
Reports to: Director, Quantitative Analysis

*Compensation rates vary based on job-related factors, including experience, job skills, education, and training.

The Los Angeles Dodgers are looking for quantitative baseball researchers to turn data into actionable insights through use of mathematical and statistical models. Analysts are expected to build and evaluate models, follow best practices in developing and deploying code, and provide data-backed opinions to coaches and front office decision-makers on decisions regarding on-field strategy, player development, and player evaluation.

Essential Duties & Responsibilities:

  • Assist more senior analysts in building, evaluating, deploying, and maintaining statistical and machine learning models of baseball data
  • Understand the needs of users and evaluate the day-to-day impact of analytics products
  • Perform ad hoc data analyses to answer urgent questions from front office leadership and other groups within baseball operations
  • Advise executives and coaches on player evaluation, player development, and on-field strategy
  • Continue to build your own data science skills and those of your colleagues

Basic Requirements/Qualifications:

  • Passionate about winning championships
  • Demonstrated experience building and evaluating predictive models. Candidates providing evidence such as a personal GitHub page will be given highest consideration.

Nice to Haves:

  • Experience using data to advise decision-making in some domain
  • Experience with model deployment and tools for automating data science workflows
  • Experience maintaining a well-organized, well-documented code repository
  • Experience with Bayesian statistics
  • Experience with spatial statistics
  • Experience with analysis of time series data
  • Experience with machine learning, particularly problems involving computer vision
  • Experience maintaining and monitoring machine learning models in production
  • Experience with SQL
  • Experience doing baseball research

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Los Angeles Dodgers.