The Easiest and Hardest Rest-of-Season Schedules

Not all opponents are created equal, nor has that ever been truer than in baseball’s current era of imbalanced schedules and interleague play. While strength of schedule can be a modest factor for a club, it has the potential to influence rest-of-season results. Now, with the All-Star break about to conclude, seems like an appropriate time to check in and see which teams can expect scheduling headwinds and tailwinds in the second half.

Many in the audience are probably familiar with FanGraphs’ projected standings and playoff odds. Many might also wonder what the difference is between the two. Briefly stated, the latter accounts for strength of schedule, while the former is presented independently of scheduling. The projected standings attempt to measure true talent based upon projections and our best guesses at playing-time distributions. Art and science. Click here for a full explanation of the secret sauce.

To understand what kind of bump teams can expect from schedule strength in the second half relative to their present level of talent, we can simply calculate the difference between the rest-of-season, projected-standings wins and rest-of-season projected wins from the playoff odds. That difference is presented in the following chart. (Note: data doesn’t reflect the Manny Machado or Brad Hand trades, so numbers might vary slightly now.)

While these projected-win advantages are relatively modest and most strength-of-schedule adjustments don’t exceed a single win in either direction, scheduling often has a bigger impact on second-half performance than any trade-deadline addition. The impact of the trade deadline is often overrated. The deadline quite possibly matters less than ever. There have been only seven players traded over the past five seasons who have added two or more wins to their new clubs in the second half. Not all of them are negligible, of course. The addition of Justin Verlander last fall was integral to the Astros’ world-championship season. The quality of competition is typically a significant factor, however.

The difference is that teams do have some control over whom they buy or sell at the deadline. They have no control, meanwhile, over which clubs they play. In an era of unbalanced schedules and interleague play, especially, there are advantages to be found in the strength or weakness of a schedule. While typically modest, these advantages can still make an impact in determining postseason races. Even with perfectly balanced schedules in a division, some teams have faced more difficult roads to date.

For instance, in the AL East, the projected standings have the Red Sox finishing four games better than the Yankees based on something like true talent. The playoff odds, meanwhile — which, again, account for strength of schedule — have the Yankees finishing just two games back. The Yankees have played the Indians and Astros already, completing their season series against each team. The Red Sox have not faced the Indians and the Astros in one series. That is a significant scheduling factor in the Yankees’ favor.

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The Indians lead baseball with 2.6 projected wins added thanks to their remaining schedule, an advantage tied mostly to what might be a historically poor division. Cleveland already has a tremendous cushion thanks to the the modest challenge presented by their division foes, a cushion they can use to rest players like Corey Kluber and his balky right knee. That margin for error might also allow Cleveland to prepare for the postseason in a way that other clubs can’t. To think about it another way, playing in the AL Central is worth the equivalent of tens of millions of dollars to the Indians in win value.

In the AL West, the schedule is working slightly against the fading Mariners and in slight favor of the surging Athletics. But the strength of second-half opponents figures to be more of a factor in the NL, where there are more hotly contested postseason berths.

The Cubs have the fifth-easiest remaining schedule (.488 opponent winning percentage), while the Brewers face clubs with a collective .508 mark. The Nationals limped into the break and have been the super team to fall most short of expectations, but they do have an easier second-half schedule than the Braves or Phillies, which is one reason why FanGraphs still gives Washington the best division-winning odds in the East.

Strength of schedule is hardly the only variable to decide postseason berths, but it is a factor. With regard to Wild Card races, there is an argument to be made for more balanced schedules, fewer interleague games, and fewer games against divisional foes. Perhaps, in the Wild Card era, should be more balanced to create a more level playing field. (In regard to division races, division foes do play about the same exact schedule outside of their interleague rivals.)

Such discussions may be had by baseball decision-makers in the future, but for now, the schedule imbalance creates easier and more difficult paths to the postseason for some clubs.





A Cleveland native, FanGraphs writer Travis Sawchik is the author of the New York Times bestselling book, Big Data Baseball. He also contributes to The Athletic Cleveland, and has written for the Pittsburgh Tribune-Review, among other outlets. Follow him on Twitter @Travis_Sawchik.

13 Comments
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depthz
8 years ago

We need more interleague play, not less.

Pirates HurdlesMember since 2020
8 years ago
Reply to  depthz

No we don’t.

mshwiesner
8 years ago

The astros have actually already played the Red Sox for one series. A minor point, but you might want to correct that statement.

Fearandloathing
8 years ago

Resting players in baseball to get ready for the post season is a great option to have but I’ll be curious to see how they handle it – its a rhythm game, do they try and give him fewer starts now and then ramp him up to normal before the postseason? Have never looked into this but it may be even more true for position players.

stever20Member since 2017
8 years ago

I would say that the change in schedule with the Wild Card games has drastically changed the equation. where before you had regular season games over on Sunday/LDS game 1 on Tuesday for some Wednesday for others- rest became more critical. Now, division champs are off to at least that Thursday if not Friday.

OddBall Herrera
8 years ago

“Sees giant bar at the top of the graph…I bet that’s Cleveland”

Yup. And that’s without even the effects of the Twins packing it in and shipping out their rental players.

emh1969
8 years ago

Re: Cleveland resting players for the playoffs,

The reason they might be able to rest players isn’t just because they’re in a weak division. It’s because they’re so far behind the other division leaders that they’re unlikely to catch them. Which means, to make it to the World Series, they’ll likely have to win two road playoff series. So there’s a definite trade off.

emh1969
8 years ago

Yankees might have an easier schedule than the Red Sox, but they also have to play 3 more games. Which means fewer days off. Not sure how to factor that in, but it seems worth noting. The difficulty of a schedule isn’t just about who you play…

carterMember since 2020
8 years ago
Reply to  emh1969

Postponed games are a factor as well. I would venture that getting up, going to the park, getting warm, etc and having the game postponed is nearly as physically taxing as actually playing the game.

redsoxu571
8 years ago
Reply to  emh1969

There is also some home/away differential as well, especially when it comes to Boston versus top teams (it has played more road games against the Yankees, Astros, and the like). I have a hard time putting much stock in on paper baseball strength of schedule for more than a couple of weeks on that basis, because I think it gets more even/unpredictable beyond that.

JamesD84
8 years ago

Intra-division foes do play about the same schedules, but in extreme cases, the difference in interleague rivals can matter. I believe the Braves get three more games against the Red Sox, while the Nationals get three more against the Orioles. That seems like an expected one-win difference by itself.

BostonWolverine
8 years ago

One thing this analysis ignores in the sequencing of the games. The yankees have three brutal stretches of 20, 14, and 13 games in a row without an off day. I imagine that could cost them a win or two down the stretch.