2021 ZiPS Projections: Chicago Cubs

After having typically appeared in the hallowed pages of Baseball Think Factory, Dan Szymborski’s ZiPS projections have now been released at FanGraphs for nine years. The exercise continues this offseason. Below are the projections for the Chicago Cubs.

Batters

I would argue that the current Cubs squad is a lot like The Godfather: Part III. Brilliance has been supplanted by mere competence, and most of the results look unimpressive when compared to the team’s peak. Like the latter days of Michael Corleone’s criminal empire, the Cubs have fallen from dominance. The manager for those teams is in Los Angeles, the front office’s leading light is gone, and much of the supporting cast has moved on. You can even pretend that whatever sum the Cubs lost in 2020 is a parallel to the $600 million stolen by Don Lucchesi and Archbishop Gilday through International Immobiliare! Heck, maybe Joey Lucchesi will throw a no-hitter against the Cubs.

Some of the central components of the Cubs’ more potent offenses remain in Javier Báez, Anthony Rizzo, and Kris Bryant. But none of them can boast a 2020 anywhere near their best season, and only Rizzo was really a key contributor. All three are free agents after 2021, and with the Cubs crying poor, it doesn’t seem like any big contract offers are in the works. If anything, the speculation this winter has been more about trades than extensions, particularly with Bryant. The larger issue is that all three have seen their projections follow a downward trajectory in recent seasons, so even re-signing all three would be no panacea. Read the rest of this entry »


What Happens the Year After a Velocity Spike?

I didn’t want to write this article. One of my favorite things to do, back when I was a full-time Cardinals fan and part-time writer, was wait for the first few weeks of the season and then start ogling velocity changes. There’s almost nothing that made me feel so unabashedly happy as seeing an extra tick or two out of some arm I’d written off the previous year. Why spoil that magic by looking into whether it actually matters?

Nothing fun can come of using data to look at incuriously held beliefs, but that’s never stopped me before, so I decided to examine pitchers who experienced velocity gains from one year to the next. Do their fastballs grade out better? Do they strike out more batters? Walk more? Do they hold the gains from one year to the next? I had no clue, but I decided to find out.

First things first: 2020 goes right out the window. The season started in late July, and no one had anything approaching their normal offseason routine. Temperatures were weird, workloads were changed on the fly, and some teams were affected by COVID-related cancelations; trying to tease something out from that noise is pointless and unnecessary. I’ll just use 2015 through 2019 instead.

Why 2015? That’s when Statcast first arrived, and with it a new tracking system. I could, I suppose, use data since 2008, but I wanted to minimize the chances of false readings stemming from the change in systems. 2020 also featured a change — to camera-based readings instead of radar — but we’re already throwing it out anyway, so no big deal there.

In each year, I looked at the population of starters who threw at least 500 four-seam fastballs. I then found the year-to-year changes for each pitcher-season combination. Justin Verlander, as an example, averaged 93.4 mph in 2015, 94.1 mph in 2016, 95.3 mph in 2017, 95 mph in 2018, and 94.6 mph in 2019. That means his ‘15-’16 change was 0.7 mph, his ‘16-’17 change was 1.2 mph, his ‘17-’18 change was -0.3 mph, and his ‘18-’19 change was -0.4 mph. This gave us a database of 236 pitcher-seasons from 2016 to 2018 — I’m leaving out changes between 2018 and 2019 because I want to know what happens the year after a pitcher gains velocity. Read the rest of this entry »


Job Postings: Blue Jays Baseball Research Analyst & Systems Engineer

Please note, this posting contains two positions.

Position: Baseball Systems Engineer- Toronto Blue Jays

Location: Toronto, Ontario, Canada

Primary Focus: To create tools and systems that support decision making in all areas of Baseball Operations.

Responsibilities and Duties:

  • Maintain and support the current end to end data warehousing process within Baseball Operations, starting with structured and unstructured data, conceiving and designing appropriate data structures, performing ETL processes to house the data in the data structures and exposing the data structures to end users.
  • Design and manage the integration process of new data sources into existing database structures and frameworks.
  • Develop and maintain data quality assurance processes to ensure database integrity in the future.
  • Understand and document current database structures, historical design decisions, format, definitions, limitations and content of currently used external and internal data feeds, and establish future requirements.
  • Complete ad-hoc database queries and analysis as dictated by circumstances.
  • Oversee the evaluation, selection, implementation and support of new database systems.
  • Develop and maintain conceptual, logical and physical data models.
  • Work with other developers to help support internal web applications.
  • Collaborate with members of the Baseball Operations developers to develop best practices for storing and displaying baseball data.
  • Recommend new data sources for purchase and/or new techniques to gather data.

Read the rest of this entry »


Sunday Notes: Winter Meetings Manager Potpourri

MLB managers not named Tony La Russa did Zoom calls with members of the media this past week. Today’s column features highlights from several of those sessions.

—–

Two of the topics Dusty Baker addressed on Monday were job-related. One was the position he currently holds with the Houston Astros, the other was a role that’s never appealed to him. The latter is anathema to baseball’s Most Interesting Man in the World because it wouldn’t allow him to kick back and ruminate on life.

“One reason I never wanted to be a general manager is because you don’t really have an offseason,” Baker told a cohort of reporters. “He works all year, and doesn’t have much time off, but for the general manager, and front office people, this is the most busy time of the year.”

Baker is 71 years old with 23 managerial seasons under his belt. How much longer he’ll sit in that chair is a question he can’t answer, but he’s been around long enough to know that life can come at you from different directions. Much for that reason, he’s simply going with the flow.

“Depends on how I feel [and it] depends on how the team feels about me,” said Baker, who was hired by Houston prior to last season. “Changes are going to come about in life. I tend to think in terms of Walter Alston and Tom Lasorda. Those guys signed a series of 20 one-year contracts. I’m not lame anymore. You know what I mean? A lame duck can’t fly. But my wings aren’t clipped no more. I can always fly.” Read the rest of this entry »


Effectively Wild Episode 1631: Ducks on the Walden Pond

EWFI
Ben Lindbergh and Meg Rowley follow up briefly on their recent Scott Boras banter, then answer listener emails about what a manager has to do to get fired because of a single game, possible scenarios in which Mookie Betts enters the Hall of Fame representing the Red Sox instead of the Dodgers, whether nature excursions could be beneficial to teams, what baseball would be like with weight classes for players, which party or parties to root for in conflicts between MLB and the minor leagues, how many players they could recognize from their mechanics if they saw them only as stick figures, and more, plus a Stat Blast about the most itinerant journeymen.

Audio intro: Super Furry Animals, "Happiness is a Worn Pun"
Audio outro: Jamestown Revival, "Journeyman"

Link to Lucien Favre story
Link to Jay’s post on Betts
Link to Cueto graphic
Link to study on the southpaw advantage
Link to Francona’s comments about Cleveland
Link to journeyman Stat Blast data

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Rays Get Miked Up at the End of the Alphabet

A week ago, the Rays’ 40-man roster had a single catcher on it: Ronaldo Hernández, a 23-year-old prospect who had never played above High-A. Fast forward to Friday, and Tampa has doubled its collection of backstops after re-signing Mike Zunino, who has been with the team the past two seasons. That was not the only move the club made, though, as the Rays also signed free-agent pitcher Michael Wacha. Both deals came in at $3 million, with Zunino’s total figure including a buyout on a 2022 option. The deals make sense, though it is worth noting that the two players combined for 0.1 WAR last season, so the Rays must see something beyond their recent performances to justify even a modest investment.

The Rays need a bunch of innings behind the plate, and Zunino, who turns 30 in March, should supply some of them; just don’t expect much out of them. The last two seasons, he’s been one of the worst hitters in baseball, with his 49 wRC+ ranking 337th out of 342 players with at least 300 plate appearances. Zunino does have some power, with a career ISO around .200, and he bested that number in 84 plate appearances last season, but he just doesn’t get to it enough to make himself anywhere near a decent hitter. Even his walk rates, which were double-digit levels back in his good offensive years with the Mariners in 2016 and ’17, have dropped below league average the last three years. Zunino has always swung and missed a lot, with a 35% career strikeout rate, and he whiffed 37 times last year while putting the ball in fair territory on just 38 occasions. He’s average to maybe slightly above average at throwing out runners, but last season, he was below average in framing for the first time in his career. There are reasons the Rays declined Zunino’s $4.5 million option at the end of last season, and it isn’t because they’re cheap.

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ZiPS 2021 Projections: Tampa Bay Rays

After having typically appeared in the hallowed pages of Baseball Think Factory, Dan Szymborski’s ZiPS projections have now been released at FanGraphs for nine years. The exercise continues this offseason. Below are the projections for the Tampa Bay Rays.

Batters

Whatever else you want to say about the Tampa Bay Rays, you can’t deny that there’s a consistent underlying structure to their rosters. They rarely have hitters ticketed for outright superstar seasons, but they always boast a stupendous amount of depth, with a horde of players every year projected to be worth between one and four wins. From 2014-2020 (the original, pre-pandemic version), ZiPS projected 185 player-seasons at four wins or greater, 69 of which started at five wins. Just five of those player-seasons belonged to Rays, and only one of those five was projected for more than 5 WAR (Evan Longoria’s 5.2 in 2014). A few teams did worse, but with the exception of the Minnesota Twins, they were all near the bottom of baseball in WAR over those seasons, while the Rays were a solid 11th.

To the Rays’ credit, this team construction reflects an understanding of their win condition. The front office doesn’t get to choose its budgets, so to win consistently on the resources it’s given, the team’s rosters practically have to be designed this way. The Rays need to hit on their young pitchers and keep the flow of Joey Wendles and Brandon Lowes and Yandy Díazi moving because they’re simply not going to go out and sign a Gerrit Cole or an Anthony Rendon. Read the rest of this entry »


JAWS and the 2021 Hall of Fame Ballot: Barry Bonds

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 2013 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.

If Roger Clemens has a reasonable claim as the greatest pitcher of all time, then the same goes for Barry Bonds as the greatest position player. Babe Ruth played in a time before integration, and Ted Williams bridged the pre- and post-integration eras, but while both were dominant at the plate, neither was much to write home about on the base paths or in the field. Bonds’ godfather, Willie Mays, was a big plus in both of those areas, but he didn’t dominate opposing pitchers to the same extent. Bonds used his blend of speed, power, and surgical precision in the strike zone to outdo them all. He set the single-season home run record with 73 in 2001 and the all-time home run record with 762, reached base more often than any player this side of Pete Rose, and won a record seven MVP awards along the way.

Despite his claim to greatness, Bonds may have inspired more fear and loathing than any ballplayer in modern history. Fear because opposing pitchers and managers simply refused to engage him at his peak, intentionally walking him a record 688 times — once with the bases loaded — and giving him a free pass a total of 2,558 times, also a record. Loathing because even as a young player, he rubbed teammates and media the wrong way (occasionally, even his manager) and approached the game with a chip on his shoulder because of the way his father, three-time All-Star Bobby Bonds, had been driven from the game due to alcoholism. The younger Bonds had his own issues off the field, as allegations of physical and verbal abuse of his domestic partners surfaced during his career.

As he aged, media and fans turned against Bonds once evidence — most of it illegally leaked to the press by anonymous sources — mounted that he had used performance-enhancing drugs during the latter part of his career. With his name in the headlines more regarding his legal situation than his on-field exploits, his pursuit and eclipse of Hank Aaron’s 33-year-old home run record turned into a joyless drag, and he disappeared from the majors soon after breaking the record in 2007 despite ranking among the game’s most dangerous hitters even at age 43. Not until 2014 did he even debut as a spring training guest instructor for the Giants. The reversal of his felony obstruction of justice conviction in April 2015 freed him of legal hassles, and he spent the ’16 season as the Marlins’ hitting coach, though he was dismissed at season’s end.

Bonds is hardly alone among Hall of Fame candidates with links to PEDs. As with Clemens, the support he has received during his first eight election cycles has been far short of unanimous, but significantly stronger than the showings of Mark McGwire, Sammy Sosa, and Rafael Palmeiro, either in their ballot debuts or since. Debuting at 36.2% in 2013, Bonds spun his wheels for two years before climbing to 44.3% in ’16 and 53.8% in ’17 thanks to a confluence of factors. In the wake of both Bonds and Clemens crossing the historically significant 50% threshold, the Hall — which in 2014 unilaterally truncated candidacies from 15 years to 10 so as to curtail debate over the PED-linked ones — made its strongest statement yet in the form of a plea to voters from vice chairman Joe Morgan not to honor players connected to steroids. The letter was not well received by voters, but in the three cycles since, Bonds has gained just 6.9 percentage points. As with Clemens, the resistance may be too entrenched for him to reach 75% before his eligibility runs out with the 2022 ballot.

2021 BBWAA Candidate: Barry Bonds
Player Career WAR Peak WAR JAWS
Barry Bonds 162.8 72.7 117.8
Avg. HOF LF 65.6 41.7 53.6
H HR AVG/OBP/SLG OPS+
2,935 762 .298/.444/.607 182
SOURCE: Baseball-Reference

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Eric Longenhagen Chat- 12/18/20

12:01
Eric A Longenhagen: Morning, everyone. I’m gonna let a few more questions flow in and then we’ll begin

12:03
Philip: forget the team situation for the second. CJ Abrams maximizes his value at SS/2B/or CF?

12:05
Eric A Longenhagen: Any/every player would max out at shortstop, which is the most valuable defensive position on the field. If you’re asking which I think Abrams would end up playing independent of Tatis? I’m still more in the 2B/CF camp. I was CF-only until this fall, CJ looked pretty good on the infield.

12:05
Jeff: What puts Steven Hajjar ahead of Chrisitian MacLeod in the college ranks?

12:05
Eric A Longenhagen: Athleticism/body projection right now, but they’re not crazy far apart and MacLeod could have bigger conference stats to tout by the time we’re through.

12:06
Guest: Your pick to win the central? Cards could do it with Hicks, Reyes and a nice season from Carlson

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FanGraphs Audio: An Alternate Universe of Sorts

Episode 901

On this week’s episode of FanGraphs Audio, the gang looks ahead to the new minor league landscape set for 2021 before looking back and considering an alternate Hall of Fame timeline.

  • To lead things off, Ben Clemens and Meg Rowley discuss their recent research on the reimagined minor leagues. How many people are expected to lose access to affordable, in-person baseball, and what exactly does that mean? [1:54]
  • After that, Eric Longenhagen offers a thought experiment: What if Jay Jaffe had been solely in charge of Hall of Fame voting in recent years? Some induction choices would obviously have gone differently, but Eric and Jay find that the rolling ballot has real effects on later classes — in this hypothetical scenario as well as in actual history. [27:54]

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