A Comprehensive Look at Bryce Harper’s Streaky Start

In his first week in Philadelphia, Bryce Harper came out firing on all cylinders. He homered in three of his first four games, including a long blast (and majestic bat flip) in his first game back at Nationals Park, where he was greeted with a chorus of boos.

But since Harper’s first five games of the 2019 season, he’s been hitting like one of the worst hitters in baseball. That is, before he broke out in a big way last night, going 2-for-3 with a single, walk, and grand slam. But, in a much larger sample of 128 plate appearances between when the Nationals series ended and last night, Harper had slashed just .185/.313/.343 with as many home runs (three) as he had in his first 23 plate appearances in those first five games. The 80 wRC+ he put up during that stretch ranked 201st out of the 283 hitters with at least 50 plate appearances. Harper was not only failing to hit like a superstar, he was actually hitting like one of the worst players in the league.

A Tale of Two Seasons
Date PA AVG OBP SLG HR BB% K% wOBA wRC+
First 5 Games 23 .500 .652 1.188 3 30.4% 21.7% .691 344
April 5 to May 6 128 .185 .313 .343 3 14.1% 31.3% .291 80
Total 155 .236 .374 .480 7 16.8% 29.0% .359 125

Clearly, with the exception of last night (which may or may not be the start of a breakout), Harper is slumping. His true talent level isn’t that of an 80 wRC+ player, but what this long cold stretch has demonstrated is that, even in a new environment in Philadelphia, Harper remains the same streaky player that he was while with Washington. His only saving grace so far this year has been the rebound of his defensive metrics, with a +4.0 UZR in right field, but at this point in the season, we can’t read too far into these numbers. Buoyed by that early run and that defense, Harper has put up 1.2 WAR in 35 games, so if his bat does eventually turn around, he could be in for a very successful 2019.

Before we explore the factors that are leading to Harper’s struggles, I want to focus on the good here. For one, when Harper makes contact, he’s crushing the ball. His 12.7% barrel rate ranks in the 82nd percentile, and it represents the second-highest mark of his career during the Statcast era (2015-present). His average exit velocity of 91.2 mph is identical to the mark he put up when winning the MVP in 2015, but because of his very high strikeout rate, his .359 xwOBA doesn’t rank among the game’s elite hitters.

I think you can see where I’m going with this. Harper is crushing the ball when he makes contact, but he doesn’t make enough contact to benefit from this talent. His 66.0% contact rate is the fifth-lowest among qualified hitters, and his 76.6% contact rate on pitches inside the strike zone is seventh-lowest. Harper’s selectivity remains good; he’s still above-average in both swing percentage on pitches outside of the zone (where lower is better) and swing percentage on pitches inside of the zone (where higher is better). Harper’s contact issues have been a troubling trend in recent years. It’s something Travis Sawchik and Neil Paine of FiveThirtyEight identified back in March, when Harper first signed with the Phillies, and it’s clearly something that he has not been able to reverse through his first six weeks there.

What else might account for his struggles? We could point to the shift as part of the reason why, when Harper does make contact, he’s not getting as many hits as he’d otherwise expect to. His .307 BABIP this season still represents a year-over-year improvement, even as his overall average has fallen 13 points. He is being shifted on a career-high 65.3% of the time, and his expected batting average (.251) might demonstrate that Harper has been robbed of a few hits, but it’s not as if he’d be hitting significantly better even under “normal” circumstances. This would suggest that Harper’s contact rate — as opposed to the shift — is the biggest issue for his performance.

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In assessing his performance, one Harper split that really caught my eye was his home versus road numbers.

Bryce Harper, Home/Road Splits
Split PA AVG OBP SLG HR BB% K% wOBA wRC+
Home 91 .183 .363 .423 4 19.8% 26.4% .338 112
Road 64 .304 .391 .554 3 12.5% 32.8% .390 144

There is a lot of weird stuff going on here. Harper’s hitting 121 points better on the road, but his on-base percentages are only 28 points apart, likely due to a stark difference in walk rate. Harper isn’t getting intentionally walked more at home (two at both home and on the road), so that’s not an easy out to explain the difference here.

Could Harper be making more contact on the road than at home? Using information from Baseball Savant, we are able to recreate our “contact rate” metric.

Bryce Harper, Home/Road Plate Discipline Splits
Split Swing% Z-Swing% O-Swing% Contact% Z-Contact% O-Contact%
Home 45.1% 70.3% 28.5% 64.8% 69.7% 56.7%
Road 48.6% 74.3% 27.2% 62.8% 78.6% 27.0%
SOURCE: Baseball Savant

First, this all comes with the caveat that it isn’t likely predicative; these are still relatively small samples. But, what these numbers do tell us is what has happened.

Harper swings at a rate above the league-average mark on the road, while being seemingly more passive at home. In particular, this disparity is dominated by a swing rate on pitches inside of the strike zone (70.3% at home, 74.3% on the road). His contact rates, too, are odd. He’s making contact on pitches outside of the strike zone nearly 57% of the time at home; that’s actually more or less in line with his career average (60.6%). On the road, though, he’s just not hitting pitches outside of the zone (27% O-Contact rate). That might explain the huge disparity in K% between his home (26.4%) and road splits (32.8%), and his tendency to swing more on the road could explain the discrepancy in BB%, too (19.8% at home, 12.5% on road).

I wonder if Harper is trying to sell out for power while at home, in hopes of looking like a superstar in Philadelphia. Why would this theory make sense? Well, for one, Harper might be looking for pitches that are not only inside the zone, but also in his wheelhouse; this would explain the lower Z-Swing% at home and the lower Swing% overall. But, Harper is also experiencing a huge difference in his batted ball profiles at home and on the road, something that I also think plays into this.

Bryce Harper, Home/Road Batted Ball Splits
Split Hard Hit% GB% LD% FB% PU% Pull% Center% Oppo%
Home 40.4% 42.6% 17.0% 29.8% 10.6% 53.2% 25.5% 21.3%
Road 54.3% 40.0% 37.1% 17.1% 5.7% 51.4% 37.1% 11.4%
SOURCE: Baseball Savant

Again, sample size might be an issue here, but look at how Harper is seemingly trying to hit more fly balls at home. On the road, Harper is hitting more line drives, and as a result, he’s hitting the ball harder. This might explain why Harper’s batting average is so low at home (.183) versus on the road (.304), and it might also indicate why his isolated power is only slightly lower at home (.240) than on the road (.250). My best guess is that Harper is (rather unsuccessfully) trying to put on a power show for fans in Philadelphia, while he’s acting like a more complete hitter when playing anywhere else. This might not truly be the case, but I’d argue that many of these figures nicely back up this theory.

My last point with regard to this trying-too-hard theory is pre-Phillies Harper. Prior to his time with the Phillies, Harper generally hit better at home, though, interestingly enough, 2019 is not the only time in his career he’s had a higher OPS on the road. In 2017, Harper’s home OPS of .956 was 108 points lower than his road OPS of 1.064, though I don’t think anyone would complain about either of those. His 2014 season represents the largest difference prior to this season, when he posted an .839 OPS away from Nationals Park, 133 points above his home OPS that season of just .706.

Bryce Harper, Career Home/Road Splits
Year Home OPS Road OPS Difference
2019 .785 .945 -.160
2018 .932 .844 .088
2017 .956 1.064 -.108
2016 .809 .818 -.009
2015 1.170 1.049 .121
2014 .706 .839 -.133
2013 .910 .790 .120
2012 .832 .802 .030
SOURCE: Baseball Savant

It’s hard to quite put my finger on why those things happened, and though I don’t think this information necessarily takes away from the idea that Harper is trying too hard to impress Phillies fans, it is important for general context.

That could be the end of the article right there. I told you something Harper is doing — something that’s clearly weird — and tried to make some sense of it. But I don’t think that is all that is going on here. There’s a second split that has intrigued me, that being Harper’s split against left-handed pitching versus right-handed pitching. Historically, Harper has been significantly better versus righties (.937 OPS) than lefties (.803 OPS), but he’s experiencing an extreme reverse split so far this year.

Bryce Harper, Lefty/Righty Splits
Split PA AVG OBP SLG HR BB% K% wOBA wRC+
vs. LHP 41 .294 .415 .588 2 14.6% 26.8% .421 166
vs. RHP 114 .215 .360 .441 5 17.5% 29.8% .336 110

Could his poor numbers against right-handed pitching be contributing to Harper’s slow start? I’m about to show you Harper’s plate discipline broken down by handedness; you’ll see some of the same trends that we saw in the home-road split.

Bryce Harper, Lefty/Righty Plate Discipline Splits
Split Swing% Z-Swing% O-Swing% Contact% Z-Contact% O-Contact%
vs. LHP 44.1% 70.4% 26.4% 60.3% 72.0% 39.3%
vs. RHP 47.4% 72.6% 28.7% 65.3% 74.1% 48.7%
SOURCE: Baseball Savant

Look at Harper’s O-Contact%, especially against right-handers. A pitch outside of the zone is probably not one that you want to make contact against, though it is important to note that Harper decides to lay off just about 60% of them. On pitches outside of the zone, hitters have posted just a .298 wOBA. Even when they make contact against these pitches, as Harper has done the majority of the time, hitters have just a .293 wOBA. Harper might actually be better off if he didn’t make contact as much against pitches outside of the zone. That is easier said than done, of course. Now, for the handedness split, here’s the same batted ball chart as above.

Bryce Harper, Lefty/Righty Batted Ball Splits
Split Hard Hit% GB% LD% FB% PU% Pull% Center% Oppo%
vs. LHP 52.2% 47.8% 30.4% 17.4% 4.3% 60.9% 17.9% 21.7%
vs. RHP 44.1% 39.0% 23.7% 27.1% 10.2% 49.2% 35.6% 15.3%
SOURCE: Baseball Savant

As mentioned above, Harper making more contact out of the zone against right-handers is likely one of the driving factors for his lower hard-hit rate against them. A positive here? Harper is still hitting the ball to all fields and keeping his groundball rate fairly low. What we may see ultimately is a reversal of luck, as he’s currently posting just a .271 BABIP against righties, significantly lower than his career .316 BABIP on the split.

I’m fairly certain that Harper will rebound; as I wrote above, there’s very little chance that he’s suddenly an 80 wRC+ hitter now. But the reason behind this slump is potentially more complicated. Overall, Harper continues to struggle with making contact, and that’s never a good thing. Part of this might be coming with the added pressure of proving his “worth” in Philadelphia. I don’t think it’s much of a stretch to say that there’s an at least half-decent chance that Harper is trying so hard to be a superstar that he’s actually hurting his numbers in the process.

It’s always tough to be a slumping player, but when an entire city seemingly now owns your jersey, after you chose them to be your destination, I’d imagine it is exponentially harder. Harper should focus less on selling out for power and more on just creating contact. The 465-foot home runs are fun, but he still possess enough raw power that he doesn’t always have to be swinging (and missing) as hard as he does. Sometimes a little bit of rinky-dink baseball works, too. The power will always be there.





Devan Fink is a Contributor at FanGraphs. You can follow him on Twitter @DevanFink.

29 Comments
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DDMember since 2020
7 years ago

He has only struck out looking 6 times this year, among the lowest of the high K% hitters so far this year. So he’s clearly hacking at pitches in the zone and just flat missing them. It could be that his timing is off, or like you say he is just trying to murder pitches in the zone. That makes sense since the majority of his strikeouts have been at the top of the zone or inner third of the plate.

Mario MendozaMember since 2017
7 years ago

Keep digging, young Devan. You never were going to get anywhere looking at Home/Road splits for any player that doesn’t call Denver home, or Lefty/Righty splits on a 7 year veteran in early May.

foldun
7 years ago
Reply to  Mario Mendoza

boy! What a condescending comment. That one must have made you feel great about yourself!

JimMember since 2016
7 years ago
Reply to  Mario Mendoza

You just crossed the, uh, Mendoza line,

evo34Member since 2023
7 years ago
Reply to  Mario Mendoza

Truth hurts.

sadtromboneMember since 2020
7 years ago

I buy this as a hypothesis, and I suppose it’s worth putting it out there to see if it holds. But season splits on May 6th are creating some pretty small samples. 64 road PAs, 41 PAs against left-handed pitchers…I don’t know.

It does fit with the anecdata about Harper getting off his game and slumping a lot, but,it’s also just possible that Harper is just got off his game and is slumping. This is kind of the problem with analyzing slumps in general, which is that the specific slump is usually too small of a sample to analyze meaningfully. It would be interesting, though, to see whether these trends hold for other slumps Harper has had.

Jetsy Extrano
7 years ago
Reply to  sadtrombone

And is this slump an actual thing or a pattern in noisy outcomes? Can we define “slumping” and show a better prediction for his next PA than slump-agnostic ZiPS?

“Cold hand” seems more often real than “hot hand” but humans wildly overestimate both.

Ryan DCMember since 2016
7 years ago

This is an interesting theory but I would be shocked if these numbers don’t normalize within a month or two; by far the most likely explanation is “small sample size.”

Smiling PolitelyMember since 2018
7 years ago
Reply to  Devan Fink

It’s doubly-interesting in that Harper’s always seem to be portrayed as a boom/bust type guy, even if the “bust” was something like a 3 WAR season. But I was particularly struck by the O-Contact% stat, which, sure, is SSS, but also indicates that he’s been doing something identifiably problematic…and that’s the benefit of this kind of analysis, right?

EasyenoughMember since 2016
7 years ago
Reply to  Ryan DC

Sample size matters when you are projecting future performance. This article is looking at past performance, where the sample represents 100% of observations. I think it’s funny that despite having concerns about small sample size you still make a projection, unlike this article.

evo34Member since 2023
7 years ago
Reply to  Easyenough

The article’s conclusion is about what Harper should do to fix his alleged problem. That implies the author has diagnosed what the problem is and will continue to be unless an intervention occurs. Meanwhile, back in the land of Normal Variance, a collective yawn breaks out.

It’s terrible analysis to ascribe meaning to one-month home/road splits for *any* reason.

Baller McCheeseMember since 2016
7 years ago

As someone that has kept Harper in their fantasy league the past number of seasons, he’s always been a frustrating player due to his streakiness. You even mention this in your article (…Harper remains the same streaky player that he was while with Washington). So what I’m curious about is how does this stretch fit in with his “typical” streaky ways?

(I general I’m interested in consistency vs. streakiness discussions. Does anyone know if that’s been dove into somewhere?)

TheGarrettCooperFanClub
7 years ago

Harper also got off to a really hot stretch last year just to go into a huge slump after it. He is definitely a streaky player

John Autin
7 years ago

Bryce Harper is a very streaky hitter.
OPS groupings for the 37 months in which he’s had 70+ PAs:
— 7 in the .600s
— 6 in the .700s
— 9 in the .800s
— 6 in the .900s
— 2 in the 1.000s
— 3 in the 1.100s
— 4 over 1.200

22 of those 37 months were below his career .898 OPS, and 13 were at least .100 below.

Restore Andy Hawkins GloryMember since 2017
7 years ago
Reply to  John Autin

I’m not sure how that compares to other hitters of his class (there’s going to be random variance for every hitter in those sample sizes although he does seem to be streakier than most) but that does line up with this theory on some level. Harper has a violent swing with a big load and lots of moving parts. If he presses then it can easily get his timing and swing plane off (he’s already got a natural uppercut that could easily be accentuated when pressing).

TheGarrettCooperFanClub
7 years ago

Just an aside, UZR and DRS once again differ very much in terms of Harper’s defense. -3 DRS vs 4 UZR for 2019, so maybe the defense isn’t back after all? I know he was still bad by UZR last year, but was even worse by DRS

matthayden4Member since 2024
7 years ago

“It’s always tough to be a slumping player, but when an entire city seemingly now owns your jersey, after you chose them to be your destination, I’d imagine it is exponentially harder.”

As cynical as it sounds, I really don’t think Harper cares now that he has his money. I’m sure he’d rather be playing well than poorly, but he made it very, very clear in the off-season that his primary priority above all else was to get that huge contract, and he got it. I’d guess to him, how well he actually performs is fairly irrelevant after that.

majnun
7 years ago
Reply to  matthayden4

Signed, a bitter, bitter Nats fan

matthayden4Member since 2024
7 years ago
Reply to  majnun

Nice try, but no. My Jays are doing considerably worse than your Phillies, though 🙁

docgooden85Member since 2018
7 years ago

Harper has a complicated swing for an elite hitter. It looks awesome, but he has a lot of moving parts. I think this contributes a lot to his streakiness — simple mechanics are easier to repeat consistently.

evo34Member since 2023
7 years ago
Reply to  docgooden85

Exactly. That violent head jerk cannot be helping his consistency. I have serious doubts that he will age as well as other elite hitters due to this fact.

Santos
7 years ago

Are foul balls considered contact or not? Anecdotally, I’ve noticed him foul tip or foul off a lot of hittable pitches — ones right in his power zone.

NetflixnRichHill
7 years ago

So there’s quite a bit going on here in terms of how pitchers have been attacking Harper.

For the first time in his career he’s seeing fastballs more often in 2 strike counts than in 0 – 0 counts.

His first pitch fastball% has dipped below 60% for the first time in his career (53.9% compared to 63.6% spanning 2015-2018).

Meanwhile his 2 strike fastball% has risen to 55.7% in 2019, from 53.5% (15-18). That doesn’t seem like a big increase, especially this early, but if this keeps up, obviously, and perhaps redundantly, this would be the first time in his career that he’s seen a larger percentage of fastballs in 2 strike counts compared to first pitches.

And overall, he’s seeing less fastballs when he is ahead and even (compared to his career), and more when he is behind.

We actually know decreased fastball usage is a league-wide trend, but consider the trends from an MLB-wide perspective:

0 – 0 counts:
2019 FB%: 63.1
2015-2018 FB%: 66.0

2 strike counts:
2019 FB%: 52.7
2015-2018 FB%: 54.3

Basically, the decrease in FB% is more evenly distributed across counts.

I agree with Devan that Harper is probably pressing too hard right now, and there’s no doubt he’ll turn this mini slump around and will finish somewhere in the 130 – 150 wRC+ range. However, along with pressing, I think he’s been a little out of whack trying to adjust to this early season arsenal that’s been deployed against him. He’s getting a career high 23.2% first pitch fastball CALLED strikes and is whiffing at a career high 23.5% fastballs in 2 strike counts.

evo34Member since 2023
7 years ago

Those are not kind of small samples; they are utterly meaningless samples.

It would take more than five seasons of abnormal home/road splits (park factor adjusted) to even consider it might be something the batter is doing reliably differently.

Angelsjunky
7 years ago

Maybe it is time to not only adjust expectations on Harper, but throw them out altogether? People say “its clear he isn’t 2015” or “he’s better than 2016.” Maybe the truth is that he is BOTH and everything in-between. Harper will hit like Babe Ruth one month, Kole Calhoun (the bad version) the next. We all know this, yet it seems there’s this collective expectation that at some point he’s going to figure it out and settle into a half decade of 2015s.

From 2015 on he’s hit .281/.408/.539, with a 148 wRC+ and an average of roughly 5 WAR per year. That is probably as good as any “true talent level” to imagine for Harper, with the understanding that he could hit well above or below that in any given year. He might have another 2015 or two in him or he might not. But I think we can say with some degree of certaintly that he won’t stabilize at any specific level…or maybe not? He’s a wildcard.

carterMember since 2020
7 years ago

Harper is incredibly talented, so he has always made it work. But that is not a swing that you’d want to copy, I’d venture if he actually changed his swing so he didn’t have such a steep bat path he’d get better.

NateElder12
7 years ago

The first thing I thought when I saw the home/road splits was he seems to be selling out more for the home fans. Less focused on his approach. I know it’s an arbitrary excuse but with how the fans embraced him it wouldn’t be surprising to see this balance out as we get a larger sample. He is human too.

Restore Andy Hawkins GloryMember since 2017
7 years ago

Seems the next thing to look at would be some film analyzing his swing mechanics in line with these splits. If he really is pressing at home and trying to crush the ball (and, hence, strike out swinging at such a high rate as DD points out) then it should show up in his swing somewhere. My guess is you’ll see a slight change in his load at the beginning of his swing with a corresponding drop in his back shoulder creating a greater uppercut effect. That would result in both more misses and more fly balls. If the theory is true then you’ll likely see a guy who stays on plane more on the road and versus lefties. Lefty hitters repeatedly talk about having to focus on mechanics and not trying to do too much against tough lefties.