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Cubs VP of Scouting Dan Kantrovitz on the Draft and His Evolving Role

Michael McLoone-USA TODAY Sports

The Chicago Cubs boast one of the top farms systems in the game, and Dan Kantrovitz is a key reason why. The club’s VP of Scouting for each of the last four drafts, Kantrovitz has overseen the selections of first rounders such as Matt Shaw, Cade Horton, and Jordan Wicks. Thanks in part to shrewd drafting, the Cubs’ prospect pipeline is robust on both the pitcher and position player sides.

A St. Louis native, Kantrovitz attended and played baseball at Brown University, where he recorded 208 hits in his four years as the starting shortstop. After he graduated with a degree in Organizational Behavior and Management in 2001, his hometown Cardinals selected him in the 25th round of the MLB draft. Assigned to the Johnson City Cardinals of the Appalachian League, he went 1-for-3 in his first and only professional game; a shoulder injury from his senior year of college flared up again and ended his playing career.

Kantrovitz joined the Cardinals front office in 2004, and a few years later, he went to Harvard for a two-year master’s program in statistics, hoping to develop the skills to keep pace with the growing analytics movement in baseball. He got a job in the Oakland A’s front office upon graduating from Harvard. St. Louis hired him back to be its amateur scouting director in 2012, before he returned to Oakland three years later and worked for five seasons as the the team’s assistant GM. Wanting to get back into a draft-specific role, he took his current position with the Cubs in late 2019. Baseball has changed over his two decades working in front offices, and his understanding of the game and his approach to scouting has evolved with it.

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David Laurila: A number of mock drafts are published prior to the draft itself. Do scouting directors pay attention to them?

Dan Kantrovitz: “I think it would be disingenuous for any scouting director, or front office, to say that they don’t pay attention to mock drafts by respected third-party publications — especially as you get closer to the draft. Now, do we rely on our internal data to make draft decisions? Yes, of course. Do we also want to have an idea of what might happen before and after us? Also a yes. Sometimes mock drafts can be a solid indicator of what the rest of the industry might be thinking. If nothing else, they are certainly fun.”

Laurila: Our own mock draft from last year had you taking Nolan Schanuel, a college first baseman whom the Angels took a few picks before you selected middle infielder Matt Shaw 13th overall. Generally speaking, what are your thoughts on drafting first basemen in early rounds? Read the rest of this entry »


Further Adventures in Pull Rate

Kim Klement Neitzel-USA TODAY Sports

I don’t think I’m alone in my fascination with pulled fly balls. In fact, I know I’m not, because Alex Chamberlain wrote about them today too. These days, we’re practically drowning in data: exit velocities, launch angles, chase rates, aggression rates — the list goes on and on. There are so many different ways of thinking about exit velocity that you can read an entire great article about what they all mean. If you want to translate how hard someone hits the ball into how they’re likely to perform, there’s no shortage of instructive articles. But in that deluge of data, horizontal angle has been left out, for reasons both purposeful and accidental, and the unavailable is always interesting.

Earlier this month, I did some idle digging into what pull rate means for production on contact. The takeaway was, to be generous, middling. It seems like pulling your aerial contact results in better overall production on that contact, but the effect isn’t huge. Perhaps the more interesting takeaway was that xwOBA on these batted balls had a bias: the more pull-happy the hitter, the lower their xwOBA was on the balls they hit in the air. That was the case despite greater overall production on those balls.

That’s a weird little artifact, though I didn’t think too much of it because I kind of knew what it would say in advance. Every time I look at a dead pull fly ball hitter, they’re getting home runs out of batted balls that xwOBA hates. But that doesn’t mean the statistic is working incorrectly; it’s doing exactly what it says on the label by bucketing batted balls based on exit velocity and launch angle. Read the rest of this entry »


Sunday Notes: For Cubs Southpaw Jordan Wicks, (The) Change Is Good

Jordan Wicks is one of the most promising young pitchers in the Chicago Cubs organization. Drafted 21st overall in 2021 by the North Side club out of Kansas State University, the 24-year-old southpaw is coming off of a season that saw him win four of five decisions and log a 4.41 ERA over his first seven big league starts. Moreover, his minor-league ledger included a 7-0 record and a 3.55 ERA between Double-A Tennessee and Triple-A Iowa. Assigned a 50 FV by our own Eric Longenhagen, Wicks is projected to slot comfortably into new Chicago manager Craig Counsell’s rotation in the coming campaign.

The big lefty — he’s listed at 6-foot-3, 220-pounds — has a diverse arsenal, but one offering stands out above the rest. His changeup, which he began throwing as a Little Leaguer in Conway, Arkansas, is not only the best in the system, it could prove to be one of the best in the National League. As he explained at the tail end of last season, the pitch is his “bread-and-butter, and it has been for awhile.”

Asked for more history on his go-to, Wicks told me that it was his “premium off-speed” growing up, and that he “didn’t really throw a curveball or a slider when [he] was younger.” His repertoire now includes both, as well as a cutter and both two- and four-seam fastballs. Pitchability is another of his assets, and he gets high marks for his competitiveness, but again, it’s the diving circle that earned him his first-round pedigree and has him poised to contribute to a big-league rotation. Read the rest of this entry »


The 2024 Pre-Spring Training ZiPS Projected Standings: National League

Jeff Curry-USA TODAY Sports

With the Dodgers reporting for pitchers and catchers today, this week seems like a good time to run ZiPS projections for all 30 teams. I covered the American League projections yesterday, so today is all about the National League. Let’s be clear up front: These are not the final preseason projections, but they’re the best expression of how ZiPS sees the NL right now. After all, several marquee free agents remain unsigned and rosters will surely change between now and the start of the 2024 season.

These standings are the result of a million simulations, not results obtained from binomial, or more competently, beta-binomial magic. The methodology isn’t identical to the one we use for our playoff odds, which were released Wednesday, meaning there naturally will be some notable differences in the results.

So how does ZiPS calculate the season? Stored within ZiPS are the first- through 99th-percentile projections for each player. I start by making a generalized depth chart, using our Depth Charts as a jumping off point. Since these are my curated projections, I make changes based on my personal feelings about who will receive playing time as filtered through arbitrary whimsy my logic and reasoning. ZiPS then generates a million versions of each team in Monte Carlo fashion (the computational algorithms, that is — though it would be fun to don a tuxedo and play chemin de fer like James Bond).

After that is done, ZiPS applies another set of algorithms with a generalized distribution of injury risk that changes the baseline plate appearances or innings pitched for each player. ZiPS then automatically and proportionally “fills in” playing time from the next players on the list to get to a full slate of PAs and innings.

The result is a million different rosters for each team and an associated winning percentage for each million of them. After applying the new strength of schedule calculations based on the other 29 teams, I end up with the standings for each of the million seasons. I promise, this is much less complex than it sounds.

The goal of ZiPS is to be less awful than any other way of predicting the future. The future is tantalizingly close but beyond our ken, and if anyone figures out how to deflect the astrophysicist Arthur Eddington’s arrow of time, it’s probably not going to be in the form of baseball projections. So we project probabilities, not certainties.

Over the last decade, ZiPS has averaged 19.6 correct teams when looking at Vegas preseason over/under lines. I’m always tinkering with methodology, but most of the low-hanging fruit in predicting how teams will perform has already been harvested. ZiPS’ misses for teams from year to year are uncorrelated, with an r-squared of one year’s miss to the next of 0.000562. In other words, none of the year-to-year misses for individual franchises has told us anything about future misses for those franchises.

2024 ZiPS Projected Median Standings – National League East
Team W L GB Pct Div% WC% Playoff% WS Win%
Atlanta Braves 95 67 .586 71.3% 21.4% 92.7% 17.4%
Philadelphia Phillies 85 77 10 .525 13.9% 41.2% 55.0% 3.6%
New York Mets 83 79 12 .512 8.9% 34.4% 43.3% 2.3%
Miami Marlins 81 81 14 .500 5.9% 28.4% 34.3% 1.5%
Washington Nationals 66 96 29 .407 0.0% 0.8% 0.9% 0.0%

That ZiPS likes the Atlanta Braves can hardly be considered a surprise considering they won 104 games last year, all projection systems everywhere love them, and I’ve been warning non-Braves fans that this would be the likely result all winter. What else is there to say? They’re a great team and there’s no scary number two in the division.

The Phillies project just slightly worse than last year, partially due to some aging risk in their prime offensive players, but more likely than not — really, unless they lose either Zack Wheeler or Aaron Nola to injury — they are going to be a playoff team. Catching the Braves isn’t a futile gesture — we’re talking a roughly one-in-seven chance — but they’ll need some help from Atlanta to win the division.

ZiPS doesn’t think the Mets did enough to patch up their rotation, but if their starting pitchers are better than expected, they should contend for a wild card. The Marlins project a little worse than New York, but they have a high variance in their projected outcomes; their pitching is elite, and that could be enough to make a pretty lousy offense almost unimportant — as was the case last year when they snagged a wild card berth.

Last year, the Nationals remained within bullhorn distance of .500 for much of the late summer, but they aren’t good enough to take a big step forward in 2024. Washington has the worst ZiPS projection for any National League team.

2024 ZiPS Projected Median Standings – National League Central
Team W L GB Pct Div% WC% Playoff% WS Win%
St. Louis Cardinals 83 79 .512 33.2% 15.7% 48.9% 2.9%
Chicago Cubs 81 81 2 .500 23.5% 15.2% 38.6% 1.9%
Milwaukee Brewers 80 82 3 .494 20.5% 14.3% 34.8% 1.5%
Cincinnati Reds 79 83 4 .488 16.0% 12.7% 28.8% 1.1%
Pittsburgh Pirates 75 87 8 .463 6.8% 7.1% 13.9% 0.3%

While it may seem like a relief that ZiPS is hedging enough here that I won’t get blamed too badly, no matter what happens, I also won’t get much credit! Fans have a tendency to overrate teams when things are going well and underrate teams when they’re not, and I think the Cardinals are a good example of this. The additions outside of Sonny Gray don’t send a tingle down your spine, but they did successfully patch up the rotation, which was a gaping wound for most of last season. Paul Goldschmidt, 36, and Nolan Arenado, who turns 33 in April, might not be as good as they once were, but if they age gradually instead of all at once, St. Louis should have the necessary depth in its lineup to score enough runs to compete in such a weak division. ZiPS isn’t alone here.

Shota Imanaga is my favorite signing this winter, but the Cubs are probably still one more starting pitcher away from being the favorite in this division. I’d certainly like more ambitious solutions at first base or catcher. In recent weeks, the Brewers patched some of their roster holes, signing first baseman Rhys Hoskins, starting pitcher Jakob Junis, and backup catcher and DH Gary Sánchez, but they also opened up a larger, newer one when they traded ace right-hander Corbin Burnes for infield prospect Joey Ortiz and left-hander DL Hall. Ortiz should get the chance to play every day, and Hall could be the latest dominant arm fermented by Milwaukee’s reliever brewery, but the Brewers will feel the absence of Burnes in 2024.

There’s a lot to like about the Reds’ future, but they haven’t done much this offseason to address their shortcomings. They have a logjam of guys who get a lot of their value playing third base, but instead of using some of those players as trade pieces to upgrade elsewhere, the Reds are going to shove them all into the lineup at various other positions, such as first base, DH and corner outfield. That isn’t a particularly lucrative plan. Cincinnati’s starting pitching could be very good, but there is a quite a bit of variance with this group due to consistency and/or injury concerns. A few bad “rolls” here and the rotation could become awful quickly.

The Pirates aren’t a depressing team and have some interesting players to watch, like shortstop Oneil Cruz, outfielder Bryan Reynolds, and third baseman Ke’Bryan Hayes. But they do have some holes to fill at other positions, and their starting pitching staff probably peaks at OK. ZiPS is a bigger fan of their bullpen.

2024 ZiPS Projected Median Standings – National League West
Team W L GB Pct Div% WC% Playoff% WS Win%
Los Angeles Dodgers 93 69 .574 66.2% 21.8% 88.1% 13.9%
Arizona Diamondbacks 84 78 9 .519 16.6% 34.8% 51.4% 3.3%
San Francisco Giants 82 80 11 .506 11.2% 29.9% 41.1% 2.1%
San Diego Padres 79 83 14 .488 5.9% 21.2% 27.1% 1.0%
Colorado Rockies 67 95 26 .414 0.1% 1.0% 1.1% 0.0%

The Dodgers are clearly the best team in the NL West, but they’re not invincible. The team’s pitching plan to have about 15 really talented pitchers and hope nine or so are healthy at any given time could work out tremendously – as it has in recent years – but there’s certainly some risk there. It’s hard to capture in preseason projections, but the Dodgers will likely be aggressive in making trades to remedy flaws that pop up with their pitching staff during the season.

Arizona is a good team, but as is the case with the Rangers, there’s a serious risk of overrating a team because of a World Series appearance. The Diamondbacks were an 84-win team last year and their outlook for 2024 would’ve been about the same if the Brewers had eliminated them in the first round rather than vice-versa. That said, Arizona made several moves this offseason and, as a result, appears to be a better team overall than it was last year (and they were a team I talked up quite a bit).

The Giants are underwhelming, in part because they’ve missed out on most of the big free agents they’ve gone after, but that doesn’t mean they are bad. They are solid enough that they could make a wild card push, and their floor is higher than many think. But they need some more production in their lineup, and behind Logan Webb, there are a lot of moving parts in the rotation.

Replacing Juan Soto is a nearly impossible task, so it’s unsurprising that the Padres are projected to take a step back this season. ZiPS projects both the offense and the pitching to rank somewhere in the 17 to 21 range, depending on playing time assumptions. And while San Diego has repaired its farm system quicker than many (including this writer) expected, that doesn’t exactly help much for 2024.

The Rockies aren’t going to the postseason and will probably be well out of the playoff picture by mid-April. But at least they didn’t do anything this offseason to make their long-term outlook worse, which is kind of an improvement. I’m mildly hopeful that they take the proper lesson from the Nolan Jones trade and make it an organizational priority to acquire every interesting 25-year-old from a team that is unsure what to do with him.

2024 ZiPS Projected Playoff Wins – National League
To Win 10th 20th 30th 40th 50th 60th 70th 80th 90th
NL East 88.7 91.2 93.0 94.6 96.2 97.8 99.5 101.7 104.7
NL Central 82.8 84.9 86.4 87.7 89.0 90.3 91.7 93.4 95.9
NL West 87.2 89.6 91.4 92.9 94.4 96.0 97.7 99.8 102.7
To Win 10th 20th 30th 40th 50th 60th 70th 80th 90th
NL Wild Card 1 86.1 87.6 88.7 89.7 90.7 91.6 92.7 94.0 95.9
NL Wild Card 2 83.3 84.6 85.6 86.5 87.3 88.1 89.0 90.0 91.5
NL Wild Card 3 81.2 82.5 83.4 84.2 84.9 85.7 86.5 87.4 88.7

And here we have the simple chart – which I’ve been including in all of these ZiPS projected standings, except the times I forget – to show what win totals likely will make the playoffs, rather than the highest median win projection.


Has Anyone Ever Hit the Target Field Target?

When Carl Pavano threw the first official pitch at the brand new Target Field on April 12, 2010, there was no Target logo on the mound. Mind you, there were Target logos aplenty all around the ballpark — on the wall behind home plate, just below the press box, up above the bleachers in right and center field, on the signs the fans brought and the hats they wore, and on the video boards on the façade of the upper deck, which often displayed rows of alternating baseballs and Target logos, hundreds of them wrapping around the entire stadium — just not on the pitcher’s mound. Later that year, the interlocking T and C of the Twins logo began appearing in the dirt behind the rubber; the Target logo didn’t start gracing the mound until 2016.

Still, in the early years of 2016 and 2017, the mound was often completely targetless. Even today, there are games where there’s no logo whatsoever — and not just nationally televised games, when the advertising rights can change. Sometimes it’s just the pitcher all alone up there (aside from the rubber, the cleat cleaner, and a couple rosin bags):

I don’t have any good guesses that explain the logo’s occasional absence, but I have so, so many bad guesses. Maybe the grounds crew is hiding the target somewhere else on the field and we’re supposed to be looking for it. Maybe Target leases the space on a per-game basis, and sometimes whoever is in charge of delivering that day’s check gets lost during the half-mile walk from Target Plaza Commons headquarters to Target Field. Maybe — and hear me out on this one — maybe the grounds crew just gets busy sometimes. I don’t know why it’s not always there, but if it’s supposed to be there every game, I hope this paragraph doesn’t get anybody in trouble. Read the rest of this entry »


The 2024 Pre-Spring Training ZiPS Projected Standings: American League

Reggie Hildred-USA TODAY Sports

With the Dodgers reporting for pitchers and catchers on Friday, this week seems like a good time to do run ZiPS projections for all 30 teams. Let’s be clear up front: These are not the final preseason projections – and an ancient curse I saw suggests that if you quote them as such, ghosts will eat your lymphatic system – but they’re the best expression of how ZiPS sees the league right now. After all, several marquee free agents remain unsigned and rosters will surely change between now and the start of the 2024 season.

These standings are the result of a million simulations, not results obtained from binomial, or more competently, beta-binomial magic. The methodology isn’t identical to the one we use for our playoff odds, which were released yesterday, meaning there naturally will be some notable differences in the results.

So how does ZiPS calculate the season? Stored within ZiPS are the first- through 99th-percentile projections for each player. I start by making a generalized depth chart, using our Depth Charts as a jumping off point. Since these are my curated projections, I make changes based on my personal feelings about who will receive playing time as filtered through arbitrary whimsy my logic and reasoning. ZiPS then generates a million versions of each team in Monte Carlo fashion (the computational algorithms, that is — no one is dressing up in a tuxedo and playing chemin de fer like James Bond).

After that is done, ZiPS applies another set of algorithms with a generalized distribution of injury risk that changes the baseline plate appearances or innings pitched for each player. ZiPS then automatically and proportionally “fills in” playing time from the next players on the list to get to a full slate of PAs and innings.

The result is a million different rosters for each team and an associated winning percentage for each million of them. After applying the new strength of schedule calculations based on the other 29 teams, I end up with the standings for each of the million seasons. I promise, this is much less complex than it sounds.

The goal of ZiPS is to be less awful than any other way of predicting the future. The future is tantalizingly close but beyond our ken, and if anyone figures out how to deflect the astrophysicist Arthur Eddington’s arrow of time, it’s probably not going to be in the form of baseball projections. So we project probabilities, not certainties.

Over the last decade, ZiPS has averaged 19.6 correct teams when looking at Vegas preseason over/under lines. I’m always tinkering with methodology, but most of the low-hanging fruit in predicting how teams will perform has already been harvested. ZiPS’ misses for teams from year to year are uncorrelated, with an r-squared of one year’s miss to the next of 0.000562. In other words, none year-to-year misses for individual franchises has told us anything about future misses for those franchises.

2024 ZiPS Projected Median Standings – American League East
Team W L GB Pct Div% WC% Playoff% WS Win%
Baltimore Orioles 90 72 .556 36.4% 38.5% 74.9% 8.4%
New York Yankees 88 74 2 .543 25.5% 40.0% 65.6% 5.9%
Toronto Blue Jays 88 74 2 .543 24.5% 39.1% 63.6% 5.6%
Tampa Bay Rays 83 79 7 .512 9.7% 29.9% 39.5% 2.1%
Boston Red Sox 79 83 11 .488 3.9% 18.1% 22.0% 0.8%

I’m from Baltimore, but I would hope last year’s projection miss would disavow anyone of the notion that I weight these team standings toward my personal preferences. The Orioles – and last year’s Orioles – do a bit better in my methodology than others, I suspect because of the weight I deal with depth. In those seasons in which they lose players, especially offensive ones, the team’s depth keeps the falloff from being too dire. Even in simulation no. 452,331, in which the O’s lose both Gunnar Henderson and Adley Rutschmann to season-ending injuries before the first game, the team still finished 84-78!

The Yankees have significant downside given how much of their punch is tied up in a handful of players, but the reports of their death are quite premature. Juan Soto will provide a huge offensive boost this year, even if they don’t re-sign him after the season. They also added two other outfielders, Alex Verdugo and Trent Grisham, who are better than everybody they ran out there last year, with the exception of Aaron Judge.

ZiPS likes Toronto’s rotation and expects the return of Kevin Kiermaier to help, but without Matt Chapman, it sees third base as a major downgrade from last year. The Rays almost always get the most out of their depth, but ZiPS isn’t sure how much production they will get from their DH spot or how they will cobble together their rotation without Tyler Glasnow.

The Red Sox aren’t a dreadful team, but they’re merely OK in a division that has four good-to-great teams. That being said, they’re just good enough that they still have slightly better than a one-in-five chance of making the playoffs.

2024 ZiPS Projected Median Standings – American League Central
Team W L GB Pct Div% WC% Playoff% WS Win%
Cleveland Guardians 85 77 .525 42.4% 13.6% 56.0% 3.9%
Minnesota Twins 85 77 .525 42.1% 13.6% 55.7% 3.8%
Detroit Tigers 77 85 8 .475 10.3% 7.3% 17.7% 0.5%
Kansas City Royals 74 88 11 .457 4.7% 3.9% 8.6% 0.2%
Chicago White Sox 66 96 19 .407 0.4% 0.4% 0.7% 0.0%

ZiPS projects Cleveland to be relatively even with Minnesota, in large part because it likes the rotation trio of Shane Bieber, Triston McKenzie, and Tanner Bibee more than other projection systems do. ZiPS doesn’t see the Guardians as significantly below average at any position — Andrés Giménez remains a ZiPS favorite — and it thinks their bullpen is underrated. The Twins won the division fairly comfortably last year, but remember, they won only 87 games and just lost the AL Cy Young runner-up, Sonny Gray, in free agency. The Jorge Polanco trade came from a surplus of infield talent, but the additions of Anthony DeSclafani and Justin Topa won’t compensate for Gray’s loss to the rotation. If you like Carlos Santana, the team’s “big” offseason signing, I’d recommend you not look at the projection for him.

The projections still see more upside for Detroit’s pitching than its hitting, though after Spencer Torkelson’s surge last summer, ZiPS does expect him to keep improving in his third big league season. The Tigers are good enough that they can make a serious run at .500, but they’ll need some good fortune to get enough offense.

The Royals get credit for being active in free agency this offseason, signing veteran starting pitchers Seth Lugo and Michael Wacha, reliever Will Smith, slugger Hunter Renfroe, and utility man Adam Frazier, among other players. That said, those are the types of moves a team makes when it already has a strong core in place and is ready to contend, and, at least as ZiPS sees it, the Royals aren’t quite there yet. That’s not the worst thing in the world, considering they just signed shortstop Bobby Witt Jr. to the longest, most valuable extension in franchise history.

ZiPS has the White Sox as one of the worst teams in baseball, with little to look forward to outside of Dylan Cease, Luis Robert Jr., and the hope that Yoán Moncada and Eloy Jiménez get back on track. This organization is in a very dangerous position in that, like the Rockies a few years ago, I’m not sure it truly understands where it stands.

2024 ZiPS Projected Median Standings – American League West
Team W L GB Pct Div% WC% Playoff% WS Win%
Houston Astros 89 73 .549 43.3% 26.5% 69.8% 7.3%
Texas Rangers 86 76 3 .531 28.0% 28.4% 56.4% 4.5%
Seattle Mariners 85 77 4 .525 23.0% 27.4% 50.4% 3.5%
Los Angeles Angels 79 83 10 .488 5.6% 13.2% 18.9% 0.6%
Oakland A’s 63 99 26 .389 0.0% 0.1% 0.1% 0.0%

ZiPS still sees the Astros as the class of the AL West, thanks to the massive concentration of talent in the heart of their lineup. It wasn’t a busy winter for Houston, but the big addition, Josh Hader, gives a boost to the bullpen. The Astros, though, are not unstoppable. They have a lot of viable arms in the rotation, but the upside isn’t what it was three or four years ago, even if Justin Verlander has another strong season left in his arm.

The Rangers are a well-built team, but a lot of their offensive talent is on the wrong side of 30, and last year was probably the best case scenario for a few of their hitters. Their starting pitching is weaker now than it was at the end of 2023. ZiPS did account for the late-season returns of Max Scherzer, Jacob deGrom, and Tyler Mahle to reinforce the rotation, but all those games without them count, too, and as of this writing, Texas has not re-signed or replaced Jordan Montgomery.

ZiPS likes a lot of what the Mariners did this offseason. It projects Jorge Polanco as a moderate plus at second base and Luis Urías to be an effective replacement for Eugenio Suárez. Gregory Santos is in the top tier of projected relievers, though his projection will come down just a tad once a fixed error in the ZiPS database propagates to our player pages.

It will be nice for the Angels to get full seasons from Zach Neto and Nolan Schanuel, and the team has spent its offseason quietly beefing up its bullpen. But losing Shohei Ohtani is going to hurt.

I believe I have talked about all the major league teams in the AL West and surely did not forget anyone.

2024 ZiPS Projected Playoff Wins – American League
To Win 10th 20th 30th 40th 50th 60th 70th 80th 90th
AL East 89.2 91.4 93.0 94.4 95.7 97.1 98.5 100.2 102.7
AL Central 82.7 85.1 86.8 88.3 89.7 91.2 92.8 94.7 97.3
AL West 86.7 89.0 90.6 92.1 93.5 94.9 96.4 98.2 100.8
To Win 10th 20th 30th 40th 50th 60th 70th 80th 90th
AL Wild Card 1 87.3 88.8 89.9 90.9 91.8 92.8 93.9 95.1 97.0
AL Wild Card 2 84.6 86.0 86.9 87.8 88.6 89.5 90.3 91.4 92.9
AL Wild Card 3 82.5 83.8 84.7 85.5 86.2 87.0 87.8 88.8 90.2

One thing that drive me nuts about the discourse of the ZiPS projections is when someone looks at the top median projection and gets very angry with me that some division can be won with 89 or 90 wins. Since most of the tweets on this subject have an aspect for Mature Audiences Only, I’ve translated an example into something suitable for polite company.

Verily, Szymborski, thou art bereft of wit! How dare thee proclaim that a mere tally of 89 victories shall secure the Astros dominion over the AL Wast! Thy discourse betrays a lamentable ignorance, akin to that of a common dullard. Thy prognostications, I dare say, are as worthless as the dregs of a shire-reeve’s larder after Michaelmas!

Yes, the Astros have the best median projection in the AL West at 89 wins, but that doesn’t mean 89 wins will actually win the AL West. This last chart shows the probabilities that X number of wins will take the division or wild card spot in question. So, 89 wins might win the AL West, but only about 20% of the time. The Orioles project to 90 wins, but in the 36.4% of scenarios in which they won the AL East, they averaged 95.3 wins.


Six Takeaways From Our 2024 Playoff Odds Release

Brett Davis-USA TODAY Sports

Hey there, FanGraphs reader. Great news! Our playoff odds just went up for the 2024 season. These odds, as always, are mostly enlightening, but also a tiny bit mystifying. The model itself remains simple: We take projections for each player, aggregate them up to the team level based on playing time projections, and then use that to create expected team run scoring and prevention numbers. From there, we simulate out the season 20,000 times and note what happened in each instance. The odds are just a summary of those simulations.

As simple as the process is, it’s also inscrutable. How good are the projections? We think they’re very good, as they’re a combination of ZiPS and Steamer. But those projections inevitably differ from people’s perceptions of both individual players and teams. So in what’s become an annual tradition, I’m going to give you a guided tour through the projections and point out the notable points in each division, then explain how our model got there and what I think of it. Read the rest of this entry »


Ben Cherington Addresses the Pirates’ Pitching Pipeline

Charles LeClaire-USA TODAY Sports

The Pirates have an above-average farm system that includes a number of high-ceiling pitching prospects. Paul Skenes is the most notable — the 21-year-old right-hander was selected first overall in last summer’s draft — but he’s far from the only electric arm in Pittsburgh’s pipeline. As many as half a dozen hurlers will populate the first 10 names when our Pirates top prospects list comes out this spring. Whether any of them will help propel the Bucs to playoff contention remains to be seen, but in terms of potential, the group presents a tantalizing mix of talent.

I asked Pirates General Manager Ben Cherington about a few of those promising young arms during November’s GM Meetings.

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David Laurila: How happy are you with your pitching pipeline?

Ben Cherington: “We’re excited about it. We also know that pitching development never stops and there are things ahead of all those guys. Part of the reason we’re excited is the talent, but the truth is, no matter how well you do in pitching development there is usually attrition of some kind. You need some volume to make it work, and we think we’re starting to develop some volume. So again, we’re excited. Every one of those guys has targets that we’re working on this offseason, and we’re anxious to see where they’re at come spring training.”

Laurila: Has your pitching program evolved in the last few years?

Cherington: “We believe so. We’ve got some signal on that. It’s improving in some areas, and in other areas we still need to be better. We can’t ever be satisfied with it. But we’ve made some strides with things like breaking ball pitch design, pitch usage, sequencing in the minor leagues. We’ve made some strides with deployment, getting better at identifying what skills fit in different roles and getting guys into those roles. At the same time, there are more things to get better at. All of it is important.”

Laurila: Which of your pitching prospects most stands out for his stuff? I’m thinking pitch metrics. Read the rest of this entry »


Royals Sign Bobby Witt Jr. To Franchise-Record Extension

Peter Aiken-USA TODAY Sports

The Kansas City Royals committed to the largest contract in franchise history on Monday, signing shortstop Bobby Witt Jr. to an 11-year extension worth $288.8 million. In addition to the guarantee, which runs through the 2034 season, there’s a three-year club option worth $89 million that would bring the total value of the deal to $377 million if exercised. Witt gets some options of his own, with four opt-out opportunities from 2030 to 2033 (the seventh, eighth, ninth, and 10th seasons of the deal). The 23-year-old Witt had a breakout 2023 season, hitting .276/.319/.495 with 30 homers and 49 stolen bases, good for 5.7 WAR, a mark that ranked third among shortstops behind only Corey Seager and Francisco Lindor.

Suffice it to say, I was floored when news of this deal hit Monday afternoon. Money may not go as far as it used to, but a nearly $300 million commitment is still a pretty large one, with fewer than 20 contracts in league history exceeding $250 million in guaranteed cash. A contract this big would still be a massive story in New York or Los Angeles; in the context of Kansas City baseball, the discovery of extraterrestrial life would probably get booted from the front page in favor of this deal. To say the Royals don’t typically enter into pacts like this would be an epic understatement. We’re talking about a franchise that had never given out even a $100 million contract, with the largest previous deal being Salvador Perez’s 2021 extension that guaranteed him $82 million over four years. Triple the size of Perez’s bag of cash and you still have enough left over to make a stack of hundred dollar bills about 140 feet high.

The Royals picked the right player to play Rich Uncle Pennybags with. Witt is the team’s best young player since Carlos Beltrán about 20 years ago. Back then, the Royals valued him so highly that after agreeing in principle to a three-year, $25 million contract, ownership decided to blow up the deal by trying to pull back a million dollars. A year later, Beltrán was traded in a three-way swap that netted the organization Mark Teahen, Mike Wood, and John Buck, who combined for about seven total WAR as Royals. Two decades later, Beltrán has a good shot at making the Hall of Fame — the biggest obstacle is his involvement in Houston’s trashcananigans — and if he gets a plaque, it may be with NY on the cap, not KC.

Witt isn’t some stathead favorite who snuck in a great season on the back of a spike in walks and crazy one-year defensive numbers (though we’ll get to his defense in a minute) — he was one of the top amateurs in the country, and as a pro prospect, he was one of those rare players who the scouts, the numbers crowd, and the computers all relished. He so electrified the atmosphere in spring training in 2021 that the Royals might have given serious thought to having him basically skip the whole upper minors.

While the Royals were probably right to develop Witt traditionally, assigning him to Double-A in 2021, they cleared the decks to get him a full-time spot in the lineup for 2022. Adalberto Mondesi’s presence resulted in Witt starting off at third base, but Mondesi’s ACL tear opened up the shortstop job, which Witt has mostly held since. A .254/.294/.428 line in his rookie campaign wasn’t phenom material, but as a 22-year-old shortstop, it was still enough to place him around average at the position, with a whole lot of unexplored ceiling remaining. Let’s crank up the time machine and jump back to his long-term ZiPS projections before last season:

ZiPS Projections – Bobby Witt Jr. (Pre-2023)
Year BA OBP SLG AB R H 2B 3B HR RBI BB SO SB OPS+ DR WAR
2023 .265 .313 .462 565 88 150 35 5 22 86 35 134 25 110 -6 2.6
2024 .269 .320 .470 583 94 157 37 4 24 91 39 131 24 114 -5 3.1
2025 .273 .325 .475 598 99 163 38 4 25 95 42 129 24 116 -5 3.4
2026 .276 .329 .482 608 103 168 39 4 26 97 44 127 22 120 -5 3.7
2027 .278 .332 .484 608 104 169 39 4 26 97 45 125 20 121 -5 3.9
2028 .277 .334 .480 602 104 167 38 3 26 95 47 122 18 121 -5 3.8
2029 .277 .333 .478 592 101 164 38 3 25 94 46 121 17 120 -5 3.6
2030 .277 .334 .477 577 98 160 37 3 24 91 45 118 15 120 -6 3.5
2031 .277 .333 .476 578 97 160 37 3 24 91 44 119 14 119 -7 3.3
2032 .276 .332 .473 558 93 154 35 3 23 86 43 116 13 118 -7 3.0
2033 .276 .331 .467 537 87 148 34 3 21 82 41 112 11 117 -8 2.7
2034 .274 .329 .460 511 81 140 32 3 19 76 38 108 9 114 -9 2.3

Assuming the reduced salary figures for his pre-free agency years, ZiPS would have offered 11 years and $282 million to cover Witt through the 2034 season, though without the opt-out years, which do add significant value for most players. And remember, that projection isn’t what the computer suggests knowing how last season went — this is before 2023.

While this projection did a decent job of pegging Witt’s 2023 offense (with a projected OPS+ of 114 vs. an actual OPS+ of 120 and a wRC+ of 115), the computer didn’t see his defensive improvements coming. Originally, it was up for debate whether Witt’s future in the majors would be at shortstop or third base; the Royals originally starting Mondesi at short over Witt wasn’t necessarily some bit of undue veteran deference. Per Statcast’s RAA, Witt improved by 17 runs at shortstop from 2022 to 2023, ranking as the top defensive shortstop in the American League last season. Even Sports Info Solutions’ Defensive Runs Saved, a relative skeptic on Witt, saw a 12-run improvement.

Defense is notoriously hard to measure, but Witt’s numbers improved both in terms of range and avoiding errors. The latter is a relatively small part of defense, but it’s also one that’s much easier to measure, and Witt netted six runs of his improvement just from avoiding errors, going from six non-throwing errors to only two in 2023 despite 50% more innings. Last August, Jake Mintz went into detail on Witt’s defensive instruction at shortstop:

For a crash course in rewiring his defensive approach, Witt’s personal hitting coach Jeremy Isenhower invited well-known private infield coach Nate Trosky out to his hitting facility in Tomball, Texas, for two days of intensive training with the young shortstop. In the nippy mid-December chill, Trosky, an eccentric, fast talking, sun-hat wearing, country-song singing, infield mental skills expert, ran Witt through nearly six straight hours of instruction.
[…]
A close review of Witt’s 2022 errors confirms this hypothesis. Most of his fielding mistakes appeared to stem from a hesitant first step that led to issues with Witt’s timing and rhythm toward the ball. But if Trosky made things incredibly complicated on purpose, Royals first-year infield coach José Alguacil has taken an opposite yet complementary approach.

Let’s spin up the computer one more time and get Witt’s current projection, through the team option years:

ZiPS Projections – Bobby Witt Jr.
Year BA OBP SLG AB R H 2B 3B HR RBI BB SO SB OPS+ DR WAR
2024 .275 .323 .481 615 97 169 35 7 26 97 41 127 35 119 1 4.1
2025 .279 .329 .488 613 100 171 35 6 27 98 43 122 32 122 1 4.3
2026 .279 .330 .485 612 101 171 35 5 27 98 44 119 30 122 1 4.3
2027 .280 .333 .487 610 102 171 35 5 27 98 46 116 28 123 1 4.4
2028 .281 .335 .484 609 103 171 35 4 27 97 47 115 25 123 1 4.5
2029 .280 .335 .478 607 102 170 34 4 26 95 48 113 23 122 1 4.2
2030 .279 .334 .475 591 98 165 33 4 25 92 46 110 21 121 0 4.0
2031 .279 .333 .476 569 93 159 32 4 24 88 44 107 18 121 -1 3.7
2032 .279 .333 .471 569 92 159 32 4 23 87 44 107 17 119 -2 3.5
2033 .277 .332 .464 541 86 150 30 4 21 81 42 103 15 117 -3 3.1
2034 .276 .330 .458 515 81 142 28 3 20 76 39 99 13 115 -3 2.7
2035 .273 .325 .450 484 73 132 26 3 18 69 36 94 10 112 -4 2.2
2036 .271 .323 .438 447 66 121 24 3 15 62 33 87 8 108 -5 1.6
2037 .268 .322 .431 406 58 109 21 3 13 55 30 80 7 106 -5 1.3

How good is this projection? ZiPS would happily throw another $100 million Witt’s way, meaning the Royals still have a lot of room for this deal to be absolutely fabulous from their point of view. Note that ZiPS isn’t even assuming Witt is a +10 defensive shortstop; 2023 was only enough for it to believe that he’s league average. If I tell ZiPS to assume he’s a -10 shortstop with the glove right now, it still thinks $240 million would be a fair deal. In other words, liking this contract from Kansas City’s perspective does not require you to abandon all skepticism about his defense.

Outside of the bottom line figure, it’s encouraging to see the Royals invest in a young star to this degree. It’s hard to remember now, but at one point, the Royals were one of baseball’s model franchises. Founded with the late Ewing Kauffman as the owner, the Royals managed to pass the .500 mark in just their third year of existence, and following their breakout 1975, they were one of the top teams in baseball for 15 years, a whole generation of baseball:

Franchise Wins, 1975-1989
Team W L WPct
Yankees 1323 1043 .559
Red Sox 1286 1083 .543
Royals 1286 1084 .543
Dodgers 1277 1099 .537
Orioles 1267 1096 .536
Reds 1261 1111 .532
Phillies 1245 1128 .525
Cardinals 1217 1152 .514
Tigers 1214 1156 .512
Astros 1207 1171 .508
Pirates 1198 1167 .507
Brewers 1193 1179 .503
Expos 1187 1184 .501
Angels 1180 1195 .497
Mets 1177 1192 .497
Athletics 1174 1201 .494
Giants 1162 1215 .489
Rangers 1139 1230 .481
Blue Jays 983 1064 .480
White Sox 1131 1233 .478
Twins 1133 1239 .478
Cubs 1125 1241 .475
Padres 1127 1249 .474
Indians 1091 1267 .463
Braves 1045 1319 .442
Mariners 860 1190 .420

Kauffman mostly kept Kansas City’s stars together and put the team’s cash back into the roster. From 1985 to 1994, the Royals were only out of the top 10 in payroll once, in 1992, and even led the league in 1990. But Kauffman passed away in 1993 and so did the team’s Golden Era. Outside of the Royals’ brief period of relevance in the mid-2010s, they spent so much time in the basement that someone should have checked them for a Vitamin D deficiency. The team’s success in 2014-2015 energized the locals for the first time in decades, but the organization showed little inclination to actually try and keep those fans, and as the team’s core aged and/or moved on, so did the KC faithful. Paid attendance in the championship 2015 season was over 33,000 per game. The Royals haven’t even done half that since 2019.

Does signing Bobby Witt Jr. bring back the Royals as a dynasty? Of course not — the team has still more holes than Clyde Barrow’s 1934 Ford DeLuxe Fordor. But Witt’s signing is a callback to a happier time, when Royal blue held more than just temporary apparel for superstars. Whether or not the Royals solve their other problems, for the next decade, shortstop probably won’t be one of them.


The South Side Shakeup Continues With Two Weekend Trades

Troy Taormina-USA TODAY Sports

The White Sox rebuild marched on over the weekend, as the team signed a veteran non-roster invitee and made two trades that brought three prospects and a draft pick into the system. Most significantly, 24-year-old reliever Gregory Santos was traded to the Mariners for 23-year-old righty Prelander Berroa, 25-year-old outfielder Zach DeLoach and a “Comp B” draft pick, the 69th choice in the 2024 draft. The White Sox also traded 21-year-old righty Cristian Mena to Arizona for 26-year-old outfielder Dominic Fletcher. Read the rest of this entry »