Visualizing the Mets’ Series Domination
The Mets just made the formula look pretty simple. You want to win in the playoffs? You have to hit, especially at the right times. You have to be good in the field, and you have to be aware on the basepaths. And you have to have good pitching, and you want to give the ball almost exclusively to the good pitchers. Baseball looks pretty simple when a team does literally everything well, and while you don’t want to just project the Mets’ NLCS performance ahead into the World Series, there’s no denying the fact that the Mets didn’t just beat the Cubs — they clobbered them. They outplayed the Cubs everywhere, and the Cubs would probably be the first to tell you that.
There’s obvious consolation for the Cubs and their fans. If there are any teams set up better for the future, you’re talking about maybe just the Dodgers, and this was a Cubs team that arguably arrived a little ahead of time. There are going to be more opportunities, and there are very likely going to be some NLCS wins. This pain will fade; the future’s too beautiful. One year ago, the Royals felt worse. Now they’re on the verge of getting back to the Series. You know all this stuff. Four losses aside, the Cubs are doing fine.
Yet before we all start to look ahead, to next week and to next season, I want to take a quick chance to reflect on the NLCS that just wrapped up. I don’t do this to rub anyone’s noses in it. I do it just because I think it’s interesting. Within a historical context, just how noncompetitive was this series?
Start with the obvious. In a best-of-seven series, the Mets won four games, and the Cubs won none games. It’s impressive enough to sweep away another quality opponent. But even beyond that, the Cubs never once held a lead. The Mets scored in the first inning in all four games. Game 2 was never real close; Game 4 was never real close. Game 1 was un-tied in the fifth. Game 3 was un-tied in the sixth.
On the series, the Mets outscored the Cubs 21-8. The Mets also finished with an .833 OPS, against the Cubs’ .522 mark, for an OPS differential of 311 points.
I decided to collect data for all the noncompetitive best-of-seven series. So I narrowed all the series down to just the sweeps, and I eliminated a couple old-timey sweeps that also included games that ended in ties. I wound up with 27 series on my spreadsheet, and I plotted run differential and OPS differential, with colors designating whether or not the team that lost ever at any point held a lead. There would be other ways to do this, but this works well enough. Research was made relatively simple by Baseball-Reference.
The graph:
The Mets/Cubs NLCS overlaps almost perfectly with another series — the 2012 Tigers/Yankees ALCS, in which the Yankees were outscored by 13, and out-OPSed by 315 points. In that series, the Yankees also never held a lead, although they did at least send the first game into extra innings with an insane ninth-inning rally (you remember). With this perspective, the Mets/Cubs NLCS was indeed pretty noncompetitive, but it wasn’t the least competitive best-of-seven series we’ve ever seen. That would probably be the 1989 World Series, where the A’s swept the Giants and outscored them 32-14. Or maybe you take the 2007 World Series — the Red Sox outscored the Rockies 29-10, and while the Rockies held a lead, they did so once, in Game 2, scoring a single run in the top of the first.
If you’re curious, that one anomaly is the 2007 Rockies/Diamondbacks NLCS. The Rockies won all four games, and they outscored the Diamondbacks by 10, but the Rockies actually somehow got out-OPSed. It was a funny end to the season for a Diamondbacks team that won 90 games while getting out-OPSed during the year. Maybe “funny” isn’t the right word. I doubt they saw it that way.
We can examine the Mets and Cubs in more detail. Here are all four of the win-expectancy plots, labeled and on top of one another.
You can see the two relatively close games, and you can see the two relatively easy games. By our own logs, the series featured a total of 299 “play events.” I noted before that the Cubs never had a lead on the scoreboard. Of those 299 events, just 24 took place when the Cubs stood a better than 50% chance of winning the given game. The Cubs never had a win expectancy better than 59%. The Mets had a win expectancy of at least that much 80% of the time. The series, in other words, was comfortable. It was memorable not for its individual moments, but for the Mets’ sheer domination.
Here’s another plot, showing the Mets’ odds of winning the NLCS at every moment in every game. I simplified for this, figuring all the games were just 50/50. It shouldn’t make too much of a difference. The vertical lines show when one game ended.
The Cubs’ best shot at the series came somewhat early in Game 1. When Starlin Castro doubled home Anthony Rizzo with nobody out in the fifth inning, the Cubs’ game win expectancy was about 59%, and the Cubs’ series win expectancy was about 53%. Two batters later, Yoenis Cespedes threw Castro out at home, trying to score on a single. In the bottom of the same inning, Curtis Granderson singled home Juan Lagares. The Cubs’ series win expectancy dropped to 43%. It would soon drop below 40%, then 30%, then 20%, then 10%. At no point Wednesday night did the Cubs have better series odds than about 7%. The first inning dropped them to 2%. The rest of the game only delayed the celebration.
The Mets swept the Cubs to advance to the World Series. The games were won by just two, three, three, and five runs, but this was a trouncing. The door for the Cubs was almost never open. And when it was, it was open only long enough for the Cubs to get it slammed on their fingers. The Mets couldn’t have played much of a better series. Few teams ever have.
Jeff made Lookout Landing a thing, but he does not still write there about the Mariners. He does write here, sometimes about the Mariners, but usually not.



What about BaseRuns?
They’re very similar to ZoneTouchdowns.
BaseRuns is a backwards-looking winning percentage metric. It’s meant to indicate how good a team was during the regular season.
It shouldn’t be used to predict future games, however. Playoff rosters are almost always completely different from the regular season teams.
During the regular season, Bartolo Colon, Dillon Gee, Logan Verrett, Jon Niese combined to start roughly 40% of the Mets games. In the playoffs, they started zero games. The fact that none of those pitchers are good shouldn’t be relevant when it comes to predicting who will win a playoff series.
During the regular season, Kevin Plawecki started more games at catcher than any other Met.
During the regular season, Eric Campbell played almost twice as many games at third base as David Wright.
During the regular season, Michael Cuddyer and Juan Lagares combined for 260 games on the Mets compared to 113 games for Yoenis Cespedes and Michael Conforto.
You get the point. A better way to predict who will win a playoff series is to actually look at the players on each team’s playoff roster – not just compare regular season BaseRuns records and call it a day.
I think he was joking, and also may have been referring to baseruns in this series.
What’s the World Series record of teams that just swept the LCS ?
My bet is < 50%
You are correct! There have been 7 four-game sweeps in the LCS. The ’95 Braves are the only team to go on and win the WS.
Follow up, since the best of 7 LCS was instituted, 6 of 7 teams to sweep an LCS went on to lose the World Series:
2014 Royals
2012 Tigers
2007 Rockies
2006 Tigers
1990 A’s
1988 A’s
Lone winner: 1995 Atlanta Braves
Oddly, three of those teams (’90 A’s, ’07 Rockies, and ’12 Tigers) were themselves swept in the WS. And two (’88 A’s, ’06 Tigers) went down in five. The Royals (and of course those ’95 Braves) were the only teams to remain competitive into the next round.
As a Mets fan, I have been really afraid of a stat like that – and now I know it is true. The last thing I want is a complete letdown after the way the Mets have been playing, but it clearly is the biggest thing to watch out for after such a dominating playoff run to this point.
I suspect it is meaningless, other than fact teams that sweep come off a longer layoff.
Collins>>Maddon
Actually:
Jesus>>Devil>>Maddon
Pitching >>> Hitting
Explain.
WTF >>> CSW
Money can be exchanged for goods and services.
I would not want to face Toronto if they win their series.
On the Mets staff.
I’d rather go up against a slugging happy Toronto then a contact happy Kansas City. Seeing how the Mets pitchers kept the Cubs power bats at bay I would think they would match up well against Toronto. I’d be afraid that Kansas City could scrap enough hits together to pose a threat.
I may be in the minority, but I actually think Toronto has better pitching than KC. Obviously, KC is up in the series, so they’re doing something right, but I just think a streaking Toronto would be unbeatable, while KC is more of a 50/50 proposition.
Toronto definitely has the better pitching.
Price and Stroman are much better than both Cueto and Ventura.
“Obviously, KC is up in the series, so they’re doing something right” Good point – would love to see a Fangraphs article quantifying that difference.
Despite both teams having sluggers the Jays aren’t a strikeout prone team, they all walk and hit for power while not trading strikeouts for power.
But they still aren’t even close to the Royals in terms of K% (18.5% vs 15.9%). And the Royals’ relief pitching is much much better (sd/md of 156/58 vs. 100/71). But if the Jays do somehow manage to win the last two games in Kansas City, I’d pick them over the Mets for psychological reasons–I think it probably isn’t an accident that teams coming off of a sweep have done so badly in the World Series, they’ve had a lot of days off and even the last game or two was in a somewhat less competitive environment than is normal for the playoffs (by the beginning of the 3rd game their series win expectancy was already over 80%), whereas the Jays would by riding an emotional wave, having survived six elimination games (remember the 2012 World Series after the Giants had done that). But it doesn’t seem very likely that the Jays will manage to win the next two games, they’ve just been playing too poorly.
I agree. Given that the Mets pitching relies on Ks, going against a team that rarely strikes out is not a favorable matchup. I’ve been a Mets fan my whole life, so I am never really confident going into a series so I am equally worried about facing either KC or Toronto. 🙂
But so many times the postseason can be capricious, and if KC makes it to the World Series and is good at making contact, that is a serious challenge to the Mets. Somewhere, somehow balls are going to find gaps or leave the park.
I don’t want to play either. How about the Tigers? Or better yet, put the Brewers back in the AL and play them.
Don’t know about the OPS differential, but wasn’t the Red Sox – Cards WS in 2004 the first in which the winning team never trailed in any game? Game 1 was tied at one point, that was it.
And the Giants never trailed the Tigers in the 2012 WS until Game 4, and then it took a fly ball by Miggy that the wind just barely blew over the right field fence.
I have it on good authority that games 2, 3 and 4 were also tied at one point.
The ’04 Sox never trailed in the WS, but they were not the first. The ’63 Dodgers, ’66 Orioles, and ’89 A’s also never trailed.
The 1966 Orioles are the answer to a fairly famous trivia question…”in which WS did the winning team score more runs in the first inning if the first game than the losing team scored in the entire series?”
Contrary to the average Fangraphs reader’s opinion, baseball wasn’t invented by Dave Cameron.
I am confused. According to Baseball Reference, though they were swept, the Orioles had a .734 OPS compared to the Royals’ .690 OPS in last season’s ALCS.
Of course, although it was a sweep, each game was close, as the Royals won by 2 runs in games 1 and 2 (each time in their last at-bat), and 1 run in games 3 and 4.
Oops – misread the stats, I was looking at regular season OPS. In the series, the Royals led in OPS .779 to .580.
(You can’t delete a comment on here?)
Afraid not.
http://www.fangraphs.com/blogs/instagraphs/a-brief-post-capitalizing-on-daniel-murphys-unlikely-success/#comment-5068302
lol nice ID name.
I’d be interested in where the 1976 World Series would appear on the first graph. That was the most lop-sided series I can remember, and would be interested if the statistical data backs up my memory.
Hey, I was at game 4. The subway was scary and mom bought me a hot dog. That’s all I got.
As a Mets fan, just hope it continues-the Royals are a battle-tested opponent. They’re going to be much tougher to run over.
BASEBALL IS SO Stupid
Like my boy said, there are really only two possible results in the NL this year. The Cubs win or some fluke happens. THey were the Base Runs champs, and I told everybody they’d beat the Pie-Rats and teh LUcknals. How’s that feel “Best Fans in Baseball” Maybe if you were as good as Cubs fans your team would of won and youd be the Base Runs champs.
I’d say congrads to the Mets but they are a fluke. They don’t deserve the penant and they didnt’ deserve to beat us. Daniel Murphy is a joke, it is so dumb when you get beat by guys who get lucky in the playoffs. We’ll be back next, and the Mets will be praying for a Nats collapse. Except NEXT year the party at Joes on Weed is gonna rage until November.
2015 Base Runs Champs
2015 NLDS Champions (LOL Lucknals)
Back-toBack Base Runs Chams
2016 World Series Champs
GO CUBS GO
It must suck to realize that the “Pie-Rats” and “LUcknals” won the same number of NLCS games as the Cubs.
Cricket is stupid
Kato my son would say, there are really only two possible exits for patients this year. Cubs win or chance happening. They are the champions of the line, and I told everyone I was defeated mice and LUcknals. How do you feel, “the best baseball fans,” maybe less fans, your team wins, and with you I will establish champions songs.
I would say congrads for the Mets, but the coincidence. They do not deserve just as well and they “deserve to beat us. Daniel MURPHY is a joke, it’s stupid when you guys are in the playoffs. To come home and pray for NAT Mets Season receiver. But next year at a party at Joe weeds will rage on until November.
The main areas launched in 2015
The groom champions of 2015 the ship (Lucknals LOL)
Recall here running based ?ami
Cup winner in 2016.
Going Going oursons
Nice reply, idiot. Where did you learn to talk?
Where did you learn to spell, RynoDawson?
Terrible nicknames for teams: A
Misspelled words: A-
Random Capital Letters: B+
LOL count: C
Appeal to luck: A-
Overall grade: B
Grade inflation is out of control. How will coddled millennials learn to troll properly if they don’t even know when their hackneyed aggro screeds are too unoriginal and boring to inflame anyone?
How dare you? My boy works so hard on his comments, I have to bring his lunch AND his dinner down to the basement.
OL Lucknals. How’s that feel “Best Fans in the Mets but they’d beat by guys who get beat by guys who get beat the penant and teh LUcknals)
Back-toBack Base Runs champs
GO CUBS GO BASEBALL IS SO Stupid
Like my boy said, there are really only two possible results in Baseball” Maybe if you get beat us. Daniel Murphy is a joke, it is so dumb when you were are a fluke happens. THey were the Mets will be praying for a Nats collapse. Except NEXT year. The Cubs fans your team would of won and they’d beat us
So Ryno, when is the pregame ceremony at Wrigley next year for the Cubs to present and hang the Runs Champs 2015 flag? LOL. Will that fly along side the 2015 NLDS Champs flag?
It was a good season, but ultimately we couldn’t overcome our whole pitching staff coming down with plantar fasciitis at the worst possible time.
Agree with Ryno here. Cubs got out-lucked in the NLCS. It happens and it was a fluke. Congrats to Mets’ fans. Enjoy while you can. Cubs will dominate the NL and baseball as a whole for at a minimum the next five years, probably the next 10. They will win WS and will probably lose some as well if they get bit by the unlucky fairy.
Cards are toast, old and rotten. Pirates will spend the next decade looking up to the Cubs in the standings.
There is no better situation than being a Cubs fan for the future. No better franchise. No better players. No better coaches. No better front office personnel. People are jelly, as the kids say. Lime green jelly.
Btw, I had to misspell my name because Fangraphs banned me from commenting because they love groupthink.
Join here Rino. Top raccoon in my CLN. It happens and takes the bait. I congratulate the fans. Enjoy it while you still can. Pandas dominate the NL and baseball in general at least the next five years, may within 10 They will get the VS and is likely to lose one like that bit Villa discontent.
The card is toast, old and broken. The hacker will spend the next ten years to pandas.
No better than you love the Indians for the future. There is no better brand. There is a better player. There is no better coach. There is no front office personnel better. Tremble, when children say. Green Jello.
BTV, I had to type in my name, because Fangraphs forbidden me to comment, because they love advice.
Tremble when I say: Green Jello?
Top raccoon!
Wow, you are going to be so sore after your fall when none of what you predicted actually happens.
Why are Cubs fans on Fangraphs the worst losers by far? And not just these two guys here.
The bigger the bandwagon, the harder the fall? I think there was a lot of hype and frontrunning in Chicago this year and the comedown from that to this fairly brutal NLCS was a sharp one. These folks don’t strike me as long-term Cubs fans; the long-term Cubs fans I know are not just more gracious in defeat, but ready to expect and accept it as a condition of existence in an almost spiritually detached fashion.
You’d think they’d have enough practice at losing to be pretty much used to it by now. I guess not.
By the way, the Mets’ future with that pitching staff looks pretty bright too, except that Wright isn’t getting any younger, and they may lose Cespedes. Cubs future looks bright too, at least their position players, but starting pitching is only good but not great. Somehow I don’t see Schwarber’s defense progressing beyond “butcher” level — not sure what they are going to do about that.
Perhaps you’ve missed my several congratulations to the Mets, Cards, and Pirates… These fuckwads don’t speak for the rest of us. The Mets have a great rotation, outplayed the Cubs and deserved to win the series. It was a great season. I’m sad it’s over, but I look forward to upcoming seasons and laying these great teams again.
I swear someone must have started a contest for “which Cards/Cubs/Pirates fan can do the worst job of pretending to be a troll rooting for one of the other two teams”…there were some really lame ones out there lol.
So cornflake, most of us regulars know what they are vs. actual fans.
SSS
“There are going to be more opportunities, and there are very likely going to be some NLCS wins.”
Really, this is what you are telling Cubs fans? The Cubs have never won an NLCS! They haven’t been to the World Series in 70 years! I guess if you extend your statement “there are very likely going to be some NLCS wins” to include the rest of human history, I suppose yes, you are probably right.
Nevertheless, I wouldn’t blame Cubs fans for feeling a bit pessimistic.
Yes, even though their future looks bright at the moment doesn’t guarantee anything. There were a lot of promising young teams out there throughout MLB history that never won anything.
The Cubs biggest hurdle is that they are next year’s Nationals: titanium lock pre-season darlings. That rarely ends well.
I’d say they at least make a WS in the next 2 years though.
The only way you can say the Cubs are the kind of team which can win a World Series is if you only look at Baseruns and ignore the other statistical facts. They’re by far the worst team in the major leagues in K% (24.5%, the second worst is 22.9%), and as we’ve seen in recent articles by Ben Lindbergh and Jeff Sullivan, contact is a very important factor in playoff success–teams who strike out a lot just don’t win World Series and they generally don’t do well in the playoffs. Their hitters have weaknesses which aren’t necessarily so important in the regular season when a lot of the pitching isn’t so good, the pitchers aren’t throwing their hardest or concentrating their best, and scouting doesn’t expose weaknesses so well, so teams which strike out a lot can put up pretty good numbers, but they just can’t cut it when things get serious in the playoffs, as we just saw with the Cubs against the Mets. And aside from this, it’s pretty clear that the Cubs benefited from a lot of luck in the regular season in terms of their BABIP. It was .305, the 8th highest of the 30 teams, even though all the BABIP predictors showed it should have been much lower. They were only 16th in LD%, 25th in infield hits, 4th in FB% and 19th in IFFB% (so that the total number of infield flies was way above average), and 9th in Pull%, so they were relatively predictable in terms of where they hit the ball. They obviously got very lucky in their BABIP and that accounted for a lot of their overblown Baseruns statistics. In the same way, their pitchers BABIP was .287, 7th in the league and 10 points lower than the league average, even though they had the highest LD% in the major leagues (22.4%) and the 3rd lowest IFFB% (7.9%), so the pitchers’ BABIP shows they were getting very lucky too.
Come on. You have to at least admit that a team that makes the LCS is the kind of team that can win a World Series. Actually being in a LCS is a better stat than K% or IFFB% as an indicator.
I said all year long that the Mets were not the type of team that can win the World Series, and although I don’t think they will win the World Series, I have to admit that they are the type of team that can win a World Series.