The Doomsday Scenarios

Eric Hartline and Thomas Shea-Imagn Images

I’ve now spent nearly a quarter of a century working with baseball projections, and in that time, I’ve always been struck by the certainty with which so many people view them. People are far more certain than they should be that great teams will be great, star players will be stars, and so on. However, one of the things that comes from working with projections for a big chunk of your life is that you develop a painful awareness of how much of the future cannot be known until it actually happens.

As in most seasons, we enter without a general conception of which teams will be the best. We may pretend everyone starts off with a clean slate, but absolutely nobody expects the Rockies to be better than the Dodgers. But even if that particular scenario is extremely unlikely, every one of the top teams has a scenario in which things fall apart. These clubs have a vested interest in protecting against that potential downside, as much as possible, so I thought it would be interesting to look at the doomsday scenario for some of the best teams in baseball.

To get an idea, I did a full seasonal simulation of the ZiPS projected standings, and instead of looking at the standings overall, I looked at the bottom 20% of outcomes to see what we could glean from the results. According to ZiPS, every team except the Dodgers misses the playoffs when it performs no better than its 20th-percentile win total.

Philadelphia Phillies: Rotation Depth

This almost seems counterintuitive given just how good the rotation projections are for the Phillies, but the projections are not enthusiastic about their depth here. And what makes that especially worrisome is that with so much uncertainty around the health of Zack Wheeler and the performance of Aaron Nola, Philadelphia is probably going to need that depth more than it did last year. This time around, the Phillies are missing Ranger Suarez, who signed with the Red Sox during the offseason. Andrew Painter was healthy in 2025, but one cannot ignore that he was rather middling against Triple-A hitting. The outfield looks like a problem, as well, but it generally has been, and ZiPS is a fan of Justin Crawford.

If Philadelphia adds one of the innings-eaters still available in free agency, ZiPS sees the team’s outlook improve, much more than I expected. Just having someone like Lucas Giolito, Tyler Anderson, or even Patrick Corbin around did a lot to alleviate the rotational downside. It may come down to which of these pitchers is open to a swing role or a minor league deal with an opt-out date. And yes, I do think it feels weird to suggest Corbin as an upgrade for a team in 2026.

New York Mets: Right Field

The Mets certainly don’t dominate in either the rotation or bullpen projections, but ZiPS is fairly confident that both of these units will hold up over the course of the season. Despite a solid projection for Carson Benge in right field, the range of outcomes is quite high, and in the simulations where Benge struggles, ZiPS has trouble competently filling in right field. Tyrone Taylor is an underwhelming option, and ZiPS thinks Brett Baty would have a tough time defensively in the outfield. With no particularly interesting outfielders available in free agency, the best solution might simply be making sure Jacob Reimer gets some time in the outfield. New York’s roster just isn’t really set up to get him time at third base, where he probably is most valuable. But he also represents the most tantalizing 2026 upside of any player the Mets have in the minors, so they ought to try and be open to promoting him aggressively, and getting a little weird with it, if need be.

New York Yankees: Injuries

The Yankees’ outcomes are weird, in that their bad seasons were mostly ones in which Aaron Judge, for whatever reason, ended up with fewer than 300 plate appearances, and only occasionally something else. Getting limited innings from Gerrit Cole and Carlos Rodón was already baked into the cake, and ZiPS thinks there are enough fourth-starter types to patch up any rotation holes that might pop up. The problem is, just how do you replace Judge? I’m not sure there’s a scenario where the Yankees can do much to mitigate any risk there, for the simple reality that in a tightly projected division, suddenly losing six wins is likely to drop them out of the AL East divisional race. At the very least, the Yankees should hold off on shopping Spencer Jones for help elsewhere, but it wouldn’t fix a Judge loss.

Baltimore Orioles: Rotation Quality

Baltimore has potential aces in both Trevor Rogers and Kyle Bradish, but that word potential is an unpleasant adjective. Adding Pete Alonso and Taylor Ward really stabilizes the offense, which was a concern last year, but the rotation is an issue. The Orioles finished with a bottom five rotation in the ZiPS simulations more often than all other AL East teams combined. There’s nothing on the farm that helps this, and I think that with the Orioles increasingly pushing their chips in, they ought to be aggressive at taking the opportunity to loot struggling teams of their top pitching, even if the prospect hit would be tremendous. I think there are even scenarios, though not many, in which it might make sense for the O’s to trade either Adley Rutschman, assuming he has a bounce-back season, or Samuel Basallo.

Boston Red Sox: First Base

The good news is that ZiPS sees the Red Sox as the most stable of AL contenders, with the lowest percentage of sub-.500 seasons of any AL team. The rotation isn’t the best in baseball, but it may be the most bulletproof one, and that isn’t even counting on getting lots of innings from pitchers like Payton Tolle and Connelly Early, who would be Plan As in most rotations in baseball. In fact, when the Red Sox had their worst performance, it was almost entirely the offense that fell short, and not necessarily from the position you might expect.

Most people have focused on third base because of the loss of Alex Bregman, but Caleb Durbin is actually a decent option. Plus, if Durbin struggles, Marcelo Mayer could very likely provide what the former isn’t. Where there is real downside risk is at first base. I liked the Willson Contreras acquisition, too, and he’s probably going to be at least solidly average in 2026, but he’s also going to be 34 in May. It’s an age where you look at the long left tails of the outcome distribution for non-elite first basemen, and there’s always a real risk of a very sudden plummet off a cliff. Triston Casas hasn’t played in a game since last May — and won’t even play in any spring training games this year — and he has a real mixed history.

What to do? That’s a lot trickier. Boston obviously isn’t going to replace Contreras before he has that downside year. But this team should be ready for that possibility, and if the surplus of pitching turns out to be real, the Sox will have a position of depth from which to trade.

Chicago Cubs: Rotation Quality

The outlook improved with the addition of Edward Cabrera, but ZiPS still has the Cubs with the weakest rotation of the 10 teams listed here. In the ZiPS simulations, the rotation was largely the source of the Cubs’ worst seasons. There aren’t really any exciting starters left out there in free agency, but I think I’d do what I suspect the Cubs are already thinking of doing: giving Ben Brown’s upside as a starting pitcher more serious consideration. He allowed too many home runs and had a high BABIP on a really good defensive team, but it’s guys like that who tend to come out of nowhere quickly (see Corbin Burnes in 2019). Brown has swing-and-miss stuff, and I think given the potential, I’d rather see him starting at Triple-A than pitching in relief in the majors.

Houston Astros: Outfield Corners

Not counting 2020, for obvious reasons, the 686 runs the Astros scored in 2025 represented their fewest since 2014. A full, healthy season of Yordan Alvarez would be incredibly helpful, but the team’s also not likely to wring another 135 wRC+ out of Jeremy Peña. Not helping matters is that Joey Loperfido and Cam Smith project as one of the weakest corner outfield tandems in the majors in 2026. Smith surprised many, including me, in the early months last year, but an OPS that fell shy of .500 in the second half is highly concerning. There’s a chance that the Astros get little from their outfield corners, which is a problem for a team with a middling offense that just lost ace Framber Valdez in free agency. In some 30% of simulations, the Astros got a sub-90 wRC+ out of their corner outfielders, and in those runs, they had a .475 winning percentage. If there’s a team that should aggressively go after either Jarren Duran or Wilyer Abreu, it’s Houston.

Toronto Blue Jays: Rotation Depth

Even with the loss of Anthony Santander to shoulder surgery, ZiPS still sees the Blue Jays’ rotation as their biggest pain point. There are simply a lot of question marks once you get past Dylan Cease and Kevin Gausman, something I mentioned a bit in Toronto’s ZiPS rundown in January. In a lot of the sims, the team got next to nothing out of any of Cody Ponce, José Berríos, Shane Bieber, and Max Scherzer, whether because of injury, decline, or general performance issues. If Sandy Alcantara looks anywhere near his old self with the Marlins in the early months, I think the Jays ought to be one of his suitors. At the very least, Alcantara would do well with an infield that has Andrés Giménez and Ernie Clement.

Seattle Mariners: Outfield Corners

As with the Astros, ZiPS sees Seattle’s corner outfield spots as having the most downside. Unlike the Astros, ZiPS doesn’t view it as truly a doomsday scenario. After the Red Sox and Dodgers, ZiPS considers the Mariners to be the contender with the least downside. Randy Arozarena’s projection distribution is pretty interesting, with the bottom falling out of him once you get under the 15th-percentile projection or so; while his 20th-percentile OPS+ is a non-disastrous 94, it drops to 70 for the 10th-percentile level. As for Victor Robles, he’s been all over the place in his career, and the Plan Bs in the organization are unimpressive. I think Seattle’s strong enough that it doesn’t necessarily have the same need to be aggressive as Houston does, but this is still a potential point of weakness that could pose an issue.

Los Angeles Dodgers: Black Swans

It’s really hard to kill the Dodgers. I argued after the 2024-2025 offseason, a very busy one, that the Dodgers weren’t really improving their average outcome so much as drastically raising their floor. I stand by it; they’ve added Kyle Tucker and Edwin Díaz while losing nobody who was crucial to the 2025 team. That doesn’t mean they’re going to be projected to win 105 games or anything, but it does mean that in most of their worst projected outcomes, they’re still a playoff contender. Their 10th-percentile projection, for example, is 86 wins. Their 2% chance of finishing below .500 is the smallest percentage I’ve ever projected, a record that now goes back more than 20 years. Doomsday for the Dodgers may require an actual doomsday scenario like societal collapse, nuclear war, or a vacuum metastability event. Since I do not know how to prevent any of those, there’s nothing more I can add.


RosterResource Chat – 3/12/26

Read the rest of this entry »


Dan Szymborski FanGraphs Chat – 3/12/26

12:00
Avatar Dan Szymborski: A rarity! Dan is on time and not distracted by arguing something with someone elsewhere

12:00
robertobeers: A man a Dan a chat cat update tadputactahcanadanama

12:00
Poncetification: When pondering Ponce, how does ZiPS weigh the surge in Korea vs more mediocrity in Japan vs MLB and MiLB way back when?

12:01
Avatar Dan Szymborski: Most strongly (since it’s most recent), but it’s also treated like a league between AA and AAA

12:01
Avatar Dan Szymborski: That doesn’t mean the best players aren’t as good as MLBers, but the depth of talent isn’t the same, and a pitcher/hitter will face mostly non-MLB talents’

12:02
Avatar Dan Szymborski: ZiPS sees NPB as between AAA and MLB

Read the rest of this entry »


FanGraphs Lab Updates: Squared-Up Explorer and Hot Streak Tool

We’ve made two major updates to the FanGraphs Lab. Below, you’ll see an overview of the new capabilities. You can also see a list of all of the Lab upgrades and bug fixes, minor and major, here. Sean has been busy elsewhere, too, which you can read about here.

Squared-Up Explorer
The initial iteration of the Squared-Up Explorer used a pre-calculated dataset to handle the extensive transformations that take a raw set of batted ball data and turn it into an interpolated chart. We used that method to get the tool in front of people as quickly as we could, but the long-term goal was always to connect to the main FanGraphs database to allow more years of data, finer slicing, and increased flexibility across the board.

Sean and David Appelman built the necessary tools to handle the data processing in the background, before it ever hits Squared-Up Explorer. That expanded the capabilities of the tool significantly. Sean and Ben then rebuilt the user interface with the new capabilities in mind. Want to see how Kyle Schwarber hit for so much more power in 2025 than he did in 2024? You can compare his swing:

Want to dig into Cal Raleigh’s tendencies from each side of the plate? We’ve got you covered:

Want to look into Michael Harris II’s wild first-half/ second-half splits? It’s as simple as deciding which date ranges you care about. It turns out that your batted ball results will improve if you just square up everything more frequently, and get more balls in the air while you’re at it:

With the new data architecture in place, you can select by batter handedness, pitcher handedness, pitch type, and even time span. Mookie Betts against lefty four-seamers early in the year? Sure thing. Ozzie Albies batting righty against sinkers? You can do that too. You can even compare someone to another player or themselves over a different time period, against a different pitch type, or any permutation of these options.

Slicing up aggregated data into tiny sample sizes like this is definitely going to result in some weird charts. For example, here’s what Aaron Judge did against curveballs in 2025:

With so few observations, extreme values are bound to happen, like the multiple launch angles where Judge squared up every curveball he put into play. When you split things this minutely, be aware that the resulting charts are descriptive but volatile. There aren’t that many batted balls of separation between 2025 and 2024 here, and yet the charts and interpolated lines look quite different:

We mention that merely as a word of caution as you interpret results, not to say that you can’t use the Explorer this way. Batters really do have different swing profiles against different pitch shapes, and it’s fun to investigate that visually. Just take the results with a grain of salt, the same way you would with any small-sample baseball dataset. We’ve added a line to the summary statistic table showing the number of batted balls that make up each graph so that you can see for yourself. For example, Judge’s two years of data cover 17 and 18 curveballs, respectively.

We’ve also added a few other upgrades to complement the newly available data. Hovering over a frequency bubble now displays launch angle, squared-up rate, and relative frequency. The interpolation behavior has been updated to change dynamically with the chart orientation. We’ve also added detail to the legends and descriptors to make it easier to see which split you’re viewing. Try it out – we think you’ll like the upgrades.

Hot Streak Tool Update
We received a huge number of feature requests to upgrade our Hot Streak tool, and Sean bundled many of them into a single large update.

Opponent Information
Each game now displays the opposing team, opposing team’s starting pitcher, and that pitcher’s handedness. In addition, the opposing team’s name is a link to that team’s Hot Streak page:

More Stats
We’ve added wOBA, xwOBA, xSLG, and xBA to the statistics that are available to chart. We’ve also added the ability to display two statistics stacked on top of each other in the same table. Want to see power and contact together? Now you can:

More Context
Even when you’re displaying two statistics at once, valuable data could still be missing. Our solution? A tooltip with a detailed line score for each player and game:

More Sortability
Want to see the most recent games first? You can now choose between oldest-to-newest and newest-to-oldest.

That’s the latest and greatest in the FanGraphs Lab. We hope you’ll enjoy trying out these enhancements. And if these tools aren’t quite your speed, stay tuned. We’ll be addressing team strength and pitch pairings in our next release, and we have a few other ideas percolating.


FanGraphs Changelog: The Offseason

As part of our effort to build the best possible version of FanGraphs, we regularly roll out new site features and refine existing ones. It can be easy to lose track of all the changes, so we thought it would be useful to start giving a semi-regular overview of what we’ve been doing on the development side of the site. This is the first of those updates, with a focus on the new tools we’ve added over the offseason, as well as the work we’ve done recently to improve Member features and your experience of the site.

First, here are a few important updates we’ve already announced, in case you missed them:

Member Customization Features

Members have been able to create their own player page dashboards since 2024, but now you are able to further customize the settings of some of the cards by pressing the gear icon (⚙) in the top right corner of the card:

  • Spark Graphs: You can now pick your stats based on what we have available in the Game Logs. You are even able to use the Spark Graphs in multiple slots in your dashboard and feature different stats on each one.
  • Heat Maps: You can now set your default stat.
  • Stuff+ and PitchingBot: You can choose your default model (Stuff+, Location+, or Pitching+ for Stuff+, and Stuff, Command, or Overall for PitchingBot).
  • News: You can filter by article type (FanGraphs/RotoGraphs), and choose to hide injury information or the Rotowire news lines.

As a reminder, custom cards currently need to be set separately for pitchers and batters, so you’ll need to configure your dashboard for a pitcher and a batter initially. You can’t change your cards as a non-Member, but you can open the dialog box and preview the available options.

App Updates

If you haven’t used the FanGraphs app in a while, a lot has changed. Over the past few months, we have made the following updates:

  • Added comments on articles
  • Added several RosterResource pages:
    • Platoon Lineups
    • Closer Depth Charts
    • Transaction Tracker
    • Offseason Tracker
    • Opening Day Tracker
  • Added some of the site’s simpler leaderboards:
    • WAR Leaders
    • Spring Training Leaders
    • College Leaders
    • KBO Leaders
    • NPB Leaders
  • Updated our Win Expectancy Graphs and Box Scores to match the site’s update (more on that below)
  • Added Pythagorean and BaseRun Records (available under Standings)
  • Added Playoff Odds Graphs (available under Standings)
  • Members can share articles from the app
  • Members can customize their bottom tab bar

Tool Updates

At the very end of last season, we updated the Win Expectancy Graphs to use team colors, and we flipped the y-axis to more naturally reflect the home and away teams:

We’ve improved our box scores to reflect more familiar formatting:

The individual full game stats lines have also been overhauled to look more like our current player page tables:

We updated and moved the Season Schedule and Results from the Team pages to the Scores pages:

The Playoff Odds Graphs have been updated to include all of the available projection systems we run for the Playoff Odds:

Speaking of graphs, our WAR Graphs tool, which allows you to compare players’ season and career WAR, has a new look:

We added the ability to look at previous seasons of Pythagorean and BaseRun Records. Because of stat limitations through the years, we currently only have BaseRun records back to 2002. We also spiffed up the Projected Standings page, though those are still only available for the upcoming or current season:

The RosterResource Coaches Breakdown has been updated to include information for 2025 and 2026:

You can filter players by their option status on the Opening Day Tracker, isolating those without minor league options remaining:

Flair

Ever since pitchers and catchers reported, we have given Members the option to have a Florida or Arizona banner at the top of their screen:


We have also given Members the option to hang the WBC Flags below the site’s header:

You can turn these features on and off using the User Menu in the top right corner with your user name in it.

Have questions? Leave them in the comments below, and if you have any suggestions for site features, be sure to let us know. And lastly, a thank you to our Members! Membership is the best way to ensure that we are able to continue to grow and improve the site, and support our staff. We couldn’t do it without you!


Dominican Republic Outlasts Rival Venezuela in Rip-Roaring Pool D Finale

Sam Navarro-Imagn Images

MIAMI — It was the most anticipated, cacophonous World Baseball Classic game of the week, a raucous rivalry featuring the national teams of two baseball-obsessed cultures playing in front of some of the loudest fanbases in professional sports. With air horns blaring, drums pounding, and more than 36,000 people shouting for the entirety of the game’s three-hour run time, the Dominican Republic outslugged and outlasted Venezuela, 7-5, on Wednesday night at loanDepot park.

All that for a game that didn’t matter much. Sure, the winner would finish first in Pool D and not have to face reigning WBC champion Japan in the quarterfinals, but South Korea is also a formidable foe. And yes, the winner would also have a better opportunity to secure one of the two spots in the 2028 Olympics reserved for non-United States teams from the Americas. But no matter the result of Wednesday night’s game, both teams would still have a chance to earn both the WBC title and an Olympic berth.

And yet, from another perspective, the game meant everything, because for the fans of these two countries, baseball means everything. Read the rest of this entry »


Hallowed Out: Mike Trout Stands Alone

Ron Chenoy-Imagn Images

The Angels haven’t changed. It’s Mike Trout who is worse.

The Angels are bad. It’s the truest thing about them. Their hitting is bad, their pitching is bad, their fielding is bad, and everything else is bad, too. This isn’t breaking news. They’ve finished below .500 each year since 2015, the only team not to make the postseason in that time. But expectations have reached a new low as we enter 2026:

Angels Preseason Projections
Year Playoff Odds Projected Wins Projected WAR
2026 5.2% 72.5 27.2
2025 9.5% 75.1 32.1
2024 16.8% 77.6 30.6
2023 48.0% 83.5 37.7
2022 44.7% 83.3 38.2
2021 39.5% 84.7 36.7
2019 19.5% 82.3 36.0
2018 27.1% 82.5 37.7
2017 33.3% 82.7 36.2
2016 26.5% 80.7 32.9
Source: Depth Charts, Steamer

I was initially skeptical of these figures, or at least the direction of them. How could the Angels possibly be going backwards? They don’t seem to be rebuilding, and their depth chart looks the same as ever: a few truly good players, a few players who would be good if they were playing a different position (or perhaps in a different organization), a few players who were drafted far too recently, a few aging veterans who were nearly All-Stars at one point, and Trout. Read the rest of this entry »


RotoGraphs Is Hiring Contributors!

RotoGraphs is now accepting applications to join our staff as a contributing writer.

Contributors typically write two to three times a week. Familiarity and comfort with fantasy baseball and the data on FanGraphs is a requirement, but just as importantly, we’re looking for writers who can generate their own ideas and questions while providing interesting analysis and commentary on the game of fantasy baseball. From standard roto redraft to long-term keeper leagues, identifying intriguing prospects and breakouts to managing a fantasy roster, we want to cover it all.

We use rigor, creativity and the latest analytical tools to provide useful, interesting insights and advice to fantasy managers. And while we take our responsibility to support fantasy managers seriously, we’re also willing to be silly and keep things light. After all, fantasy baseball is supposed to be fun! Read the rest of this entry »


Hunter Greene Has Bone Chips. Will the Reds’ Fortunes Take a Dip?

Kirby Lee-Imagn Images

Last week, the Reds sent Hunter Greene for imaging on his throwing elbow. Never a good sign for the no. 1 starter on a team that made the playoffs last season. In those situations, we on the outside are usually conditioned to fear the worst, or at least Tommy John surgery, recovery from which — while all but routine these days — takes more than a year.

Only in that context could Tuesday’s news be taken as positive: Greene will have surgery to remove bone chips from his elbow. (In fact, as you read this, he may have already undergone the procedure.) The recovery time is expected to be on the order of three to four months, but losing an ace until the trade deadline is much better than losing him until 2027.

This is a banner year for bone chips and loose bodies. The Braves alone have two starters — Hurston Waldrep and Spencer Schwellenbach — on the IL after receiving similar treatment. Actually, since we’re talking about bone chips, this feels like a good excuse to talk about Dazzy Vance. Read the rest of this entry »


How Long Will Aaron Judge Hold Court?

Brad Penner-Imagn Images

The baseball season will soon be upon us, which means it’s time for an age-old question: How long until the best hitter’s reign ends? This year, and seemingly every year of late, that means Aaron Judge. You can quibble about who the best overall player is, but Judge is pretty clearly the best offensive player on the planet. Over the last four years, he has a composite 204 wRC+, miles clear of the competition, and he just put up that exact number in 2025. In 2026, we think he’s going to be the best hitter again, obviously.

Will we in 2027, though? It depends, of course. If Judge looks like his usual self this year, it’s hard to imagine anyone taking the crown. I wanted a little bit more rigor than that, however, so I dusted off the Marcel projection methodology. Marcel is what Tom Tango dubbed the minimum sufficient projection system. It’s as simple as taking the last three years of performance, weighting them, and tossing in some league average.

Let’s take Judge’s last few seasons as an example. I grabbed his wOBA and plate appearances for 2023-2025 and threw them into a table. Then I calculated league average across those three years (the exact calculation uses some weighting to match Judge’s playing time by season). That looks like this:

Aaron Judge, Marcel Projections
Year PA wOBA
2025 679 .463
2024 704 .476
2023 458 .420
League Average 600 .313

Turning those into a Marcel projection is simple. Multiply the most recent year’s plate appearances by five, the next-most-recent year’s by four, the next by three, and the league average by two. Take a weighted average of these new values. The result is Judge’s 2026 Marcel projection – which works out to a .440 wOBA. That tracks logically, which is the point of Marcel. It’s really close to what you and I would think about a player’s skill. Post a wOBA above .450 for two straight years, and I’ll expect you to come back to the pack a little but still do something outrageous the next year.

Using this methodology, here are the top projected hitters for 2026:

Top 12 MLB Hitters,
2026 Marcel Projections
Name 2026 wOBA
Aaron Judge .440
Shohei Ohtani .412
Juan Soto .391
Ronald Acuña Jr. .383
Yordan Alvarez .378
Freddie Freeman .371
Ketel Marte .369
Kyle Tucker .368
Corey Seager .368
Bryce Harper .365
Bobby Witt Jr. .365
Kyle Schwarber .365

Read the rest of this entry »