With six days left in the regular season — and six games for most teams — three teams have clinched their respective divisions (the Brewers, Guardians, and Phillies), and two others have clinched playoff berths (the Dodgers and Yankees). That leaves 10 teams fighting for seven spots, but even with the playoff field not fully set, we thought it would be a fun and worthwhile exercise to highlight various facets of the potential October teams by going around the diamond to identify the strongest and weakest at each position in each league.

This is something of an offshoot of my annual Replacement Level Killers series, and in fact even some confirmed October participants have spots that still fit the bill as true lineup sinkholes — think first base for the Yankees and Brewers, to pick one position from among the aforementioned teams — but this time with no trade deadline to help fill them. For this, I’ll be considering full-season performance but with an eye to who’s best or worst now, with injuries and adjustments in mind. Unlike the Killers series, I’ll also be considering pitching, with the shortening of rotations and bullpens part of the deliberations.

For the first installment of this series, I’ll focus on each position’s best among the remaining National League contenders. In this case that limits the field to the Phillies, Brewers, Dodgers, Padres, Mets, Diamondbacks, and Braves, with the last three of those teams fighting for two Wild Card spots. Read the rest of this entry »

As we head into the final week of the regular season, 15 teams still show signs of life when it comes to claiming a playoff berth. On the one hand, that sounds impressive — half the majors still contending — and it’s on par with last year and better than 2022. Nonetheless, it still boils down to just three teams falling by the wayside, and just one of the six division leads having a greater than 1% chance of changing hands. As noted previously, since the adoption of the 2022 Collective Bargaining Agreement and its four-round playoff system, the options for scheduling chaos have been replaced by the excitement of math. On-field tiebreakers are a thing of the past, with head-to-head records usually all that are required to sort things out.

On Friday I checked in on the race to secure first-round byes, which go to the teams with the top two records in each league, so today I’ll shift focus to what’s left of the Wild Card races. Thankfully, there’s still enough at stake for both leagues to offering some amount of intrigue. Read the rest of this entry »

With just 10 days left to go in the regular season, four teams — the Brewers, Dodgers, Guardians, and Yankees — have clinched playoff berths, and while just one division race has been decided, only two others have even a faint pulse. There’s still plenty of drama to be had with regards to the Wild Card races, which essentially boil down to a pair of four-to-make-three scenarios; Seattle might have been a stronger fifth in the AL if certain Mariners who reached third base didn’t insist upon taking very strange walkabouts. Beyond that, it’s also worth checking in on the jockeying for position to claim the first-round byes that go to the top two teams in each league.

Once upon a time, this space would be filled with my reintroducing readers to the concept of Team Entropy, but through the 2022 Collective Bargaining Agreement, Major League Baseball and the players’ union traded the potential excitement and scheduling mayhem created by on-field tiebreakers and sudden-death games in exchange for a larger inventory of playoff games. The 12-team, two-bye format was designed to reward the top two teams by allowing them to bypass the possibility of being eliminated in best-of-three series. So far, however, things haven’t worked out that way, because outcomes in a best-of-five series are only slightly more predictable than those of a best-of-three.

In fact, the National League teams who have received byes under the newish system have lost all four Division Series since, two apiece by the Dodgers and Braves. The 111-win Dodgers were ousted by an 89-win Padres team in 2022, and then last year’s 100-win team was knocked off by the 84-win Diamondbacks. In 2022, the 101-win Braves fell to an 87-win Phillies team, and last year, after winning 104 games in the regular season, Atlanta once again was eliminated by a Philadelphia club that had finished 14 games behind the Braves in the standings. American League bye teams have had more success, going 3-1, with last year’s 90-win Rangers beating the 101-win Orioles for the lone upset. The Astros have taken care of business in both years, with their 106-win club sweeping the 90-win Mariners in 2022 and their 90-win team beating the 87-win Twins last year. Read the rest of this entry »

In retrospect, of course he was going to do it. On Thursday, Shohei Ohtani became the first player in history to hit 50 home runs and steal 50 bases in the same season, and he did it loudly. His 6-for-6, three-homer, two-steal game would be among the best single-game lines by any player all year even if it hadn’t simultaneously helped him achieve a feat that no one has ever done before. Sometimes you just have to marvel at the greatness.

Ohtani wasn’t supposed to be at his peak this year. He’s rehabbing from UCL repair surgery and thus not pitching. His two-way prowess has always been part of the Ohtani mystique, and 2024 felt like a warmup for next year, his first fully operational campaign with the Dodgers. But instead, Ohtani reached new heights as a hitter this year. He’s already set career bests for every counting stat imaginable. He’d have highs in every rate stat too, if it weren’t for his offensive breakthrough in 2023 (.304/.412/.654 for a 179 wRC+).

Ohtani always felt like a threat to hit 50 homers – he hit 46 in 2021 and 44 last year — but 50 steals felt like a pipe dream; he’d swiped only 86 total bases in 716 games before this year, and even with last year’s rule changes that increased stolen base attempts and success rates, he swiped only 20 bags in 135 games.
Read the rest of this entry »

Heading into the year, everyone thought this would be the season that Shohei Ohtani, rehabbing from elbow surgery and DHing only, stepped aside and yielded MVP to someone else before resuming his place as the de facto favorite for the award in 2025. Instead, Ohtani decided to make a run at the first ever 50-homer, 50-steal season. The other primary competitor for NL MVP is Francisco Lindor, who isn’t chasing any statistical milestones and plays for a team whose most interesting narratives involve an amorphous fast food mascot, the musical endeavors of a part-time utility infielder, and the failure to extend Pete Alonso. And yet, Lindor’s position atop the NL WAR leaderboard demands consideration.

The marginal difference between Lindor and Ohtani’s WAR totals (7.4 and 7.0, respectively, at the time of this writing) creates a virtual tie to be broken based on the personal convictions of voters and anyone else with an opinion and an internet connection. For most, the choice between the two distills down to whether Ohtani’s 50/50 chase overrides his DH-only status. I’m not here to disparage Ohtani for not playing defense, but if you find that disqualifying for MVP recognition, I feel that. Then again, WAR includes a positional adjustment that does ding Ohtani with a significant deduction for not taking the field, and he’s still been keeping pace with Lindor on the value front anyway, so there’s not much more analysis to do there.

Instead, I want to explore how Ohtani’s one-dimensional role interacts with the value of a roster spot and the limitations that it places on how Los Angeles constructs and deploys the rest of its roster. In a two-way Ohtani season, he brings tremendous value to an individual roster spot as a frontline starter and an elite hitter who takes 600 or so plate appearances. But this year he contributes only as an offensive player. Read the rest of this entry »

We’re running out of season. With the field of contenders winnowed to the point that only two teams have Playoff Odds between 8% and 80%, much of the intrigue beyond jockeying for seeding concerns a race against the clock. Players have only so much time to recover from injuries, particularly new ones, and so some returns are in doubt. Their availability could very well affect how the playoffs unfold.

On that front, it was a weekend featuring bad news for some contenders as they reckoned with their latest bad breaks, figuratively and literally. Gavin Stone, the unexpected stalwart of the Dodgers rotation, landed on the injured list due to shoulder inflammation, while Jeff McNeil, one of the Mets’ hottest hitters, suffered a fractured wrist. Whit Merrifield, who’s done good work filling in at second base for the Braves, broke a bone in his foot, and, if we shift focus to the fringes of the Wild Card race, the Mariners Luis Castillo strained a hamstring. Each of these situations deserves a closer look, so pitter patter, let’s get at ‘er. Read the rest of this entry »

Last week, I modeled Shohei Ohtani’s chase for 50 home runs and 50 steals to predict when he might reach that historic dual milestone. That prediction isn’t static, though. Every time Ohtani plays a game, the likelihood of his getting to 50/50 changes. Good news, though: Updating the model is as easy as hitting a few keys and listening to my computer hum for a bit.

This isn’t going to be a long article. It is, however, an updated set of probabilities, which is the whole point of this exercise. Ohtani hit two homers in his weekend series against the Guardians, which leaves him only four home runs and four steals short of a half century in each statistic. His odds of reaching 50/50 are up to 61.3% in my simulations – they were 55.6% before this series.

As a quick refresher, I’m simulating the likelihood of his hitting 50 of each statistic with a Monte Carlo simulation that takes his talent, his opponents, and the stadiums where he plays into account. I also introduce a random fluctuation in his home run talent: Sometimes he’s hot, sometimes he’s not, and sometimes he’s in between. I then simulate the season a million times and note whether he hits 50/50, and if so, in which game he does it.

The two homers in the weekend series have slightly moved up the most likely date for when he’ll reach the 50/50 threshold. Before his series against Cleveland, my simulation suggested that the single game most likely to see Ohtani either steal the base or hit the homer that pushes him over the line was the Dodgers’ September 27 game in Colorado. That’s still the case – but it’s now dead even with the previous game, September 26 in Los Angeles against the Padres. Furthermore, the Padres series has overtaken the final Rockies series as the three-game set in which he is most likely to set the mark.

Here’s the complete set of game-by-game probabilities:

I think these projections do a good job of handling a tricky problem. But I do want to make one point about their limitations: Steals aren’t quite as easy to model as home runs. Pretty much every time that Ohtani comes to the plate, his ideal outcome is a home run. He swings to hit home runs, and pitchers do their best to prevent them. The past does a great job of predicting the future here, because intent doesn’t change from one plate appearance to the next. Steals don’t work quite like that. Sure, Ohtani’s speed is a consistent and important input; the same is true for his baserunning instincts, the opposing pitcher’s ability to hold him on, the catcher’s throwing arm, and so on. But how much he wants to steal is also crucially important. He’s attempting to steal more frequently in the second half of the season than he was in the first, and his desire to run presumably will only accelerate if he’s sitting on, say, 50 home runs and 49 steals. I’m modeling a steady-state true-talent world, but I think it would be reasonable to tilt the distribution slightly earlier if Ohtani hits the homer plateau before the stolen base one, which looks more likely today than it did last week.

In any case, some takeaways: The last six games of the season are the most likely time to see history. The series against the Padres is now the best bet despite San Diego’s excellent pitching staff. The last series of the season, at elevation against a bad pitching staff, is the next most likely. The likelihood of Ohtani’s getting to 50 during both series is higher now than it was on Thursday, and I might even be underestimating it given that he might decide to attempt more steals as he nears the border of history.

There are a lot of great baseball storylines to keep tabs on this month. Aaron Judge is on yet another historic tear. Bobby Witt Jr. and the Royals are crashing the playoff party. The Brewers and Guardians are showing the league that you overlook the Central divisions at your own peril. But it all pales in comparison to Shohei Ohtani’s pursuit of 50 home runs and 50 stolen bases, at least for me.

The 50-50 club doesn’t have any members. Ohtani is alone in the 44-44 club, the highest current rung he’s attained, and it doesn’t look like anyone else will be joining him anytime soon. Ohtani himself probably won’t repeat this; this is a career high in steals by a mile, and I don’t think it’s a coincidence that it’s happening in a season when he isn’t pitching. Next year, I think that he’ll rein himself in more, but right now, we’re seeing what it looks like when a fast player decides that they really do want to steal all the bases they can. Of course, it helps that he’s also one of the most powerful hitters in the game – both to aim for the 50-50 target and because opposing pitchers walk him quite often.

Will he make it? I’m not sure, but luckily I have a method that lets me estimate the odds. When Judge hit 62 homers two years ago, I built a little tool to estimate the likelihood of him hitting that milestone, as well as the chances of it happening in any particular game. That method works pretty well in general, so I redid it with a few modifications to handle the fact that we’re looking at two counting statistics instead of just one. I’ll start by reviewing the methodology, though if you’re not into that, there are some tables down below that will give you an idea of when and where Ohtani might hit (or run into) this momentous milestone. Read the rest of this entry »

At the trade deadline, all fans are equal. No matter their age, location, partisan commitments, gender, religion, emotional disposition, or level of statistical curiosity, they have one thought: “Man, our bullpen stinks. Our GM really needs to do something about it.”

By and large, the GMs agree. That’s why a quick survey reveals that roughly a bajillion pitchers got traded this deadline season. OK, it’s not that many. Between July 1 and July 30 this year, I counted 44 major league pitchers who were traded to a playoff contender. For transparency’s sake, I judged “major league pitcher” subjectively. Some of these trades amount to one team sending the other a Low-A no-hoper or a bag of cash in order to jump the waiver line for a guy they like. And then the team in question waives the guy they traded for three weeks later.

In short, I love you, Tyler Jay, and we’ll always have that killer Big Ten regular season in 2015, but you don’t count as a major league pitcher for the purposes of this experiment. Read the rest of this entry »

While Shohei Ohtani hasn’t pitched this year after undergoing UCL reconstruction surgery last fall, he has found another area of the game in which he could excel while terrorizing opposing pitchers. The 30-year-old superstar blew past his previous career high in stolen bases in late July, and on Friday night against the Rays he swiped his 40th bag of the year. Five innings later, he collected his 40th home run to join the 40-40 club in spectacular style, when he clobbered a first-pitch, walk-off grand slam. Unfortunately, Ronald Acuña Jr.’s torn ACL deprived him of a chance to follow up last year’s unprecedented combination of 41 homers and 73 steals, but it’s not out of the question we could have another 40-40 player this season, namely José Ramírez, and at least a couple more 30-30 ones.

I’ll get to those, but first, it’s Sho time. Prior to this year, Ohtani had reached 40 homers twice (46 in 2021 and a league-leading 44 last year) but had stolen just 20 bases or more twice (26 in 2021 and 20 last year). Unburdened by the demands of pitching this year, and playing for a new team with much higher aspirations than the Angels, he’s been able to withstand more wear and tear on his legs, has had more time to study opposing pitchers, and has come to appreciate the extra dimension he can add to his new team.

“I think he has bought into stealing bases, understands the value of the stolen base, getting 90 feet,” manager Dave Roberts told The Athletic earlier this month. “He’s in a pennant race now. And I don’t think he’s been in a pennant race in his big-league career. So his enhanced focus is not a surprise to me.” Read the rest of this entry »