What’s Wrong With José Berríos?

Here’s a thing that you could say about José Berríos: he’s been a lousy pitcher this year. I don’t even think he would argue with you on that one; after signing a seven-year, $131 million deal with the Blue Jays, he’s having comfortably his worst season in the majors. His 5.28 ERA is more than a run higher than his career mark coming into the year despite the declining offensive environment. He’s striking fewer batters out and giving up home runs at an alarming rate. Whether you’re talking about advanced or standard metrics, new school or old school, it’s been a disaster of a year.
Here’s another thing you could say about Berríos: he’s a solid pitcher who’s sticking with the approach that got him here in the first place. If you thought he was good last year — and you probably did, given that he put up a mid-3s ERA in both Minnesota and Toronto with the peripherals to match — you’d expect him to be good again this year. He’s not losing velocity. He didn’t change his pitch mix. He didn’t suddenly lose command of the zone. What the heck is happening here?
Before we go any further in this investigation, I’m going to spoil the conclusion a little bit: I don’t know the answer. I don’t think there’s an obvious answer at all, in fact. If there were, I’m fairly certain the Jays would have figured it out by now. Whatever’s ailing Berríos, it’s somewhere on the margins.
More specifically, it’s something going wrong with his four-seam fastball. If you take a look at run values by pitch type, that much is obvious:
| Year | FF | SI | CU | CH |
|---|---|---|---|---|
| 2016 | -7.6 | 2.7 | -6.1 | -5.9 |
| 2017 | 5.6 | 5.8 | 4.8 | -3.5 |
| 2018 | 7.8 | 6.4 | 2.3 | -4.6 |
| 2019 | 7.2 | 4.8 | -1.8 | 0.3 |
| 2020 | -6.9 | 3.4 | 6.6 | 1.2 |
| 2021 | -3.0 | 13.7 | 1.5 | 4.1 |
| 2022 | -16.8 | 2.4 | 3.6 | -4.2 |
When Berríos has been at his best, he’s gotten acceptable production out of his four-seamer as a setup pitch and phenomenal results when he throws his sinker. Thanks to his release point, he’s never been the type to blow four-seamers past hitters up in the zone; his version of the pitch has as much tail as ride, which means it’s less climbing over opposing bats than boring in on them.
That wasn’t an existential problem in the past. A subpar individual pitch can still be useful, whether mitigating a platoon disadvantage, providing help for specific counts or game situations, or merely giving a hitter more pitches to think about. Berríos throws his four-seamer more when he’s behind in the count than ahead, and more to lefties than righties. In other words, he uses it to escape from bad situations. The sinker is used similarly, but make no mistake: the two are different pitches. Here’s where he throws the four-seamer:

And the sinker:

From 2017 through ’21, that four-seam plan worked well enough. None of the pitch’s raw measurables were particularly impressive; as I already covered, the shape doesn’t lend itself to missing bats up in the zone. That meant below-average swinging-strike, whiff, and in-zone contact numbers. That all sounds bad, but remember, he mostly used it in situations where a swinging strike would be less helpful than normal: down in the count or against batters who had the platoon edge.
When you start from behind, allowing contact isn’t necessarily a bad thing. In aggregate, batters put up a .273/.497/.470 line after getting ahead in the count 2–0, good for a 179 wRC+ and .424 wOBA. When batters put Berríos’s four-seamer in play from ‘17 to ‘21, they managed a a .417 wOBA. That’s if they put it in play; they took plenty for strikes and fouled plenty more off. Sure, everyone would like to have an unhittable four-seamer like Jacob deGrom, but there’s value in a reasonable off-ramp.
That off-ramp has turned into a car crash this season. Opposing hitters are absolutely tattooing the pitch, batting .441 when they put it into play and slugging .795, which works out to a .528 wOBA. If that were a single batter’s line, he’d have the fourth-best production against fastballs in the majors this year, better than Paul Goldschmidt or Mike Trout. That’s as bad as it sounds; you probably shouldn’t throw a pitch if it turns your opponent into an MVP candidate.
Is it bad luck? Bad luck is a great way to hand-wave pitching problems. “Oh, sprinkle a little BABIP regression on it, he’ll be back to normal in no time” is a time-honored way of papering over any problems. But I don’t think that’s the case here. A full third of the four-seamers Berríos has thrown this year have been over the heart of the plate, the highest mark of his career. That number has been climbing over time; increasingly, he’s resorting to floating one in there to get back into the count. It’s worked from a limiting walks perspective, but it’s no surprise that opponents have increasingly clobbered his four-seamers. Filling the zone isn’t always a bad thing, but it’s a bad thing when you’re throwing a lot of those pitches right down main street.
It’s not that hitters are suddenly tagging piped Berríos four-seamers more; in fact, their production when they put a middle-middle four-seamer into play has been quite stable over the years. But here’s something scary: 17.3% of all the batted balls he’s allowed this year have been the result of four-seamers over the heart of the plate. That compares to 13.8% in his career before now. That’s an extra 15 batted balls that opponents are hitting under optimal conditions, and that really matters. When batters have put the ball in play on any pitch other than a middle-middle four-seamer against Berríos, they produce a .344 wOBA. When they put middle-middle four-seamers into play, that jumps to .455. That’s twice the gap that pitchers see in aggregate; Berríos’s four-seamer is particularly prone to getting launched, likely due to its unremarkable shape.
What’s so weird about all of this is that Berríos has a perfectly good fastball to use! His sinker might actually be his best pitch; he gets a ton of arm-side run on it, which makes for uncomfortable swings from righties and hey-how’d-that-get-here called strikes against lefties. Over the course of his career, it’s been his best pitch, and as an added benefit, it sets up his wipeout breaking ball thanks to their divergent spin and movement profiles.
If I had Berríos’s sinker and curveball (some systems call it a slider, but whatever you want to call it, it’s excellent), I’d try to throw them as often as possible. He only throws them a combined 56% of the time, though. There’s a lot of dead air being filled with his four-seamer and a fringy changeup. Sure, variety is the spice of life, but if you’re getting demolished on one fastball but dominating hitters with the other, I know which one I’d throw more often.
Batters are catching on to Berríos’s strange fastball preferences. They’ve never swung more often at his in-zone four-seamers. They’ve never swung less often at his in-zone sinkers. So long as he’s offering up juicy pitches to hit, batters will continue down that road. If I were game planning against Berríos, I’d start the report with a giant bold note about attacking his weakest pitch, the one that he throws far more than he should and in exploitable locations.
Would rectifying his bad season be as easy as cutting his four-seam usage in half? It sounds reductive, but I think it might do the trick. It’s not clear what he’d do to replace those pitches, exactly; his changeup isn’t scaring anybody. But heck, why not just throw more sinkers? Toronto finally has a great defense to put behind him, the seventh-best infield defense per Statcast. Feed them! All the other plans I could think of — changing fastball shape, locating better, adding a better changeup — are much harder than just changing up your pitch mix.
Could this plan backfire? Absolutely. It puts more of a premium on control, because batters swing less frequently at his sinkers. If I were Berríos, I’d be willing to stress my control, though; he’s only walking 5.7% of his opponents this year, and he’s been a consistent strike-thrower throughout his career. Getting into a strike zone contest with Berríos will end poorly for plenty of batters, but getting into a fastball-clobbering contest will frequently end with a leisurely stroll around the bases.
At the end of the day, the most important part of pitching is keeping runs off the board, and Berríos hasn’t been up to the task this year. But there’s room for optimism, because for the most part, he still possesses the tools that made him an effective starter for years. The Jays and Berríos mostly know what’s wrong. They’re trying to work on his fastball locations. But I wonder if they could skip that entirely and just find a new pitch mix that works better.
Note: All statistics in this article are through games of 8/28. Berríos made another start last night and took my advice, throwing his four-seamer only 16% of the time. He still gave up ten hits (though no home runs) in 5.2 innings.
Ben is a writer at FanGraphs. He can be found on Bluesky @benclemens.
Well at least they saw this disaster in the making and grabbed Luis Castillo or Frankie Montas before the deadline…oh wait
(Of course it’s hard to win regardless of who’s pitching when you score 3 runs in an entire series at home against the shitass Angels…that’s an entirely different disaster than the one of Berrios’s making)
Here’s an alternate explanation: he wasn’t actually as good as his numbers indicated last year.
All of his plate discipline numbers point to the fact that his K% should not have been as high as it was. His SwStk% was a full 1.3 percentage points below league average, his Contact% was 2.8 points higher than league average, yet he posted a K% nearly 3 percentage points better than league average. I mean, if you look at Hyun-Jin Ryu’s plate discipline numbers from the same year, they’re not that different, yet Berrios’s K% was 26.1%, while Ryu’s was 20.4%. If we assume everything else is constant and split the difference (i.e., K% of 23.3%), his FIP jumps from 3.47 to 3.70.
Assuming everything else is constant is certainly not a given either. He outperformed his xwOBA by .025 last year, the 48th largest of 357 qualifiers. According to StatCast, his xERA was 4.09 compared to a 3.52 ERA. This is especially notable, since this would show up in pitch performance numbers. His barrel rate jumped from a career number of just under 6% to a rate of 9.1%, with a hard hit rate jump of 32.7% to 38.3%, but his HR/FB% was right around his career average and his BABIP was 16 points below his career number to that point. Those don’t seem to match.
I don’t know that he’s this bad, but I’m not sure the “problems” really started this year, the results just started catching up with the performance.
In each of the five seasons between 2017 to 2021,
Berrios had ERA- between 81 and 92
and FIP- between 82 and 93.
This year, he has ERA- of 138 and FIP- of 117.
I really don’t think the problem of Berrios is that the results just started catching up with his performance.
If you read my first sentence, I’m saying the problems started last year, despite the fact that the underlying numbers didn’t back it up. Last year, he had his worst SwStk%/Contact% since 2017, an average EV a full mph higher than his typical full season from 2017 to 2019, an xwOBA on contact 23 points higher than his worst season from 2017 to 2019, and a StatCast hard hit rate 6 points higher than his worst season from 2017 to 2019. Despite all of these negative underlying indicators, he basically matched his 2019 for best ERA- and had his best FIP-.
I agree that he was a solid pitcher from 2017 to 2020, and I would argue that his underlying metrics backed that up during those years. Contact quality against him was weak (i.e., good for a pitcher) and he was missing an adequate amount of bats. He was never going to put up K%s in the high 20s, but his combination of slightly above average whiffs with weaker than average contact is definitely a solidly above average pitcher.
But when you allow 50% more barrels on your balls in play and miss fewer bats than you usually have over the course of your career, you don’t usually post your best K%/ERA/FIP/BABIP/SIERA. I did say he’s likely not as bad as his top line numbers indicate this year, but he posted a career year in 2021 in spite of some steps back in terms of batted ball quality and whiff rate.
I guess the confusion is maybe in the last sentence, I should clarify to say that the results started catching up with last year’s performance.
Your first sentence is true, but that doesn’t really explain most of the situation. He outperformed his xERA by about 0.5 in 2019, 2020 and 2021, but his 2022 ERA is worse by 1.3-1.8 than his actual ERAs in those years (and approximately equal to his 2022 xERA).
Not sure how trusted it is, but http://pitchingapp.pitchingbot.com/ loves Berrios, giving him a 3.35 PitchingBot ERA this year, his 2nd best rating after 2019.
My main question is why did his 4SFB collapse after 2019 when on paper it actually got slightly better velo/movement wise.
I’ve been a longtime Berrios skeptic because he’s not the kind of pitcher who gets a ton of whiffs. His swinging strike rate was only 10.5% from 2019 to 2021, a period that contains his two best years. That’s not very good. Out of 63 qualified starters–so we’re already selecting on guys who were good enough to start–he’s 41st for that time period. He was 6th in called strikes, which is better than not getting them called but it’s also obvious that he’s not a guy like Luis Castillo or Kevin Gausman or even Frankie Montas who is going to directly blow away hitters.
So he always looked like more of a #3 than a #2, and if you wanted to be a real skeptic on the swinging strike and think his “true” K rate was below 9 per 9 IP then he would be more of a #4. But I didn’t buy that he was that bad before, and even then this year he’s more like a #6. He hasn’t posted a K rate this bad since his rookie year. There is absolutely something different this year, even if that something is just that he’s more predictable.
He has had such a weird year he has 13 quality starts in 26 starts which is pretty good but he has had almost nothing in between QS and getting absolutely destroyed. In his 13 starts that weren’t QS he has 9 starts where his ERA is 14.58 if he could just get to the point where on a day he doesn’t have his best stuff he could go 5 IP with 4 ER a bit more his #s would be way better for the season.
He did give up 10 hits last night, but 9 of them were singles and only the Contreras double seemed to be hit hard.
Yeah most were of the seeing eye variety, he got BABIP’d last night
1. He’s been a little better lately
2. Are we going to keep pussyfooting around the ball change? It’s definitely depressed offense. It seems to have more heterogenous results for pitchers. If I were playing I’d be really pissed and making noise.
Baseball is now played at the top of the zone and batters have had the last two years to adjust. If the league-wide approach has shifted to look to hit the ball up hard and spit on balls down (to the extent possible) the 4-seamer heat map needs to be way more up and in. It seems like Gausman, as great as he is, has also had to adjust to batters taking more of his splitters. The natural cycles of the game are kind of fascinating.
repe
You are so right. The cycles of the game are fascinating and the game has returned to its roots. The high hard fastball is again the foundation of the pitcher’s arsenal. Just as it was back in Bob Feller’s or Bob Gibson’s day. Sometime around the mid 70’s the zone dropped several inches and the high fastball became nothing but a ball. I recall watching games just as that occurred and all who were watching at the club or bar were dumbfounded by the change. Pitchers were forced to go low and the sinker/slider combo ruled the game. The pendulum swung back as hitters realized that OPS was in the air and found the secret to lifting thigh high sinkers into the 16th row in left center. As pitchers started to throw up in the zone, umpires began to call pitches above the belt strikes again, and the game has gone full cycle. This may force teams to evaluate pitchers differently and it appears that the new hot theme is maximum ride from a low arm slot combined with a sweeping breaking ball. Berrios does not posses those deliveries in his and his four-seam heat map looks like batting practice
A producer for sportsnet did a Twitter thread speculating on things maybe a few weeks ago. I lost the link or I’d share. I thinkgto more detail about the fastball . Recommended if you can find it.
I found it ( and a few other tidbits for people. The producer is Chris Black.
1l TV crew breaks down recently mechanical changes https://mobile.twitter.com/DownToBlack/status/1562527180101664769
2) knee speculation https://mobile.twitter.com/DownToBlack/status/1558413879859974145
3)recent curveball use https://mobile.twitter.com/DownToBlack/status/1552051464931000321
I think he’s got a command issue and that’s why you’re noticing so many Middle fastballs. And they get crushed which is what’s killing him. To me that’s the issue.
Yeah some informed Jays fans have been saying to throw more sinkers and fewer 4SFB for a while.
https://www.reddit.com/r/Torontobluejays/comments/v6a6m8/is_jose_berrios_struggling_due_to_pitch_usage/
His sinker hasn’t been great this year either, but still better than the 4SFB and it obviously has a better track record.
My main question is why did his 4 seamer drop off so hard after 2019?
On a forum I participate on, some folks were claiming the W-L record still reflects the quality of the pitcher. The 9-5 Berríos, at that moment, was strong data point against that argument.
Berrios has the best winning percentage of his career. He’s fine.
conversely: if you take a look at his rolling average SwStr% and K%, they started taking a nosedive when the sticky stuff rules came in last year. he’s lost and hasn’t recovered spin on his curveball, and he’s getting less vertical movement on it, such that it isn’t being considered a curveball anymore. there’s a problem with his 4 seamer for sure, but his curve also isn’t right, and it kinda looks like he’s not quite the same pitcher without the sticky stuff.
I hate to blame the sticky ban, but there was a game shortly after the ban where he walked 4 and k-ed 0 and I remember thinking “well, guess Berrios was very reliant on it.” It’s a small, mostly pointless anecdote without any true evidence. But I was wondering if anyone would bring it up at least as a possibility.
Berrios’ end-of-season numbers have fallen within a consistent range, but within seasons he’s mecurial. He’ll look like a world beater, then he’ll simply look beaten. The difference this year is he’s mostly been beaten. Probably a good rebound candiate for 2023, but I don’t have much hope for 2022.