So, About Byung-ho Park’s Strikeouts

It’s funny — a couple months back, Jeff did a little study on the teams about which we’ve written the most and least. At the time of his study, we’d written fewer articles about the Twins than any other team, since 2008. And I’d bet a good chunk of those articles were about the Twins’ pitching staff, and their avoidance of strikeouts, or something similar along those lines. Well, here’s a new Twins article! And, guess what, it’s about strikeouts again!

Except, well:

Screen Shot 2016-04-14 at 9.15.32 AM

I’m sorry it has to be this way, Minnesota.

In case it’s not clear, those aren’t just the top two names on the strikeout leaderboard of Twins batters with at least 20 plate appearances this season, those are the top two names on the strikeout leaderboard of all batters with at least 20 plate appearances this season. Miguel Sano is sixth. Eddie Rosario is 15th. Things haven’t gone particularly well for the Twins thus far. They’re 0-8.

And I suppose this post could be about Byron Buxton, or collectively all those names I named, but I don’t meant to pile on. Sano will be just fine, and his strikeout rate really isn’t that much higher than we’d expect it to be. Rosario just isn’t particularly interesting. Buxton’s struck out 13 times and walked zero in 25 plate appearances, and actually, that should probably have its own post, but I’ve already done all this research on Park, so this is what you’ve got for now. Someone will get to Buxton soon enough. Let’s talk about Byung-ho Park, who’s struck out exactly as often as he hasn’t.

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It’s interesting, because this is all we’ve seen of Park. It’s kind of like the Hyun-soo Kim Spring Training saga, except it actually matters. There’s really no way around it, so I’ve just got to be blunt: Park has looked awful. It’s not like he’s been making tons of contact and hitting into unfortunate, loud outs. No, he’s made a miserable amount of contact, and the contact he has made hasn’t been with much in the way of authority. There’s also no way around this, and soon enough we won’t have to say it in every post anymore: we’re not even a tenth of the way through the season. Anything could happen. Park could turn this around with two or three good games. By the end of the weekend, he might be considered a steal. But for now, he’s looked overmatched, and it’s all we’ve seen, so it’s hard to ignore. At the very least, it’s worth looking into a bit, to see if we can’t learn a little more about Park, or a little more about what the Twins have gone through, in general.

My first thought, seeing all those Twins up at the top of the strikeout leaderboard, was that maybe they’d just drawn the short end of the scheduling stick and seen a who’s who of the American League’s aces already this season. So the first thing I did was just look at average fastball velocity faced. This early in the season, it’d be totally reasonable if they’d just seen a disproportionate number of flamethrowers. Nope. The average fastball against the Twins has gone 92 even, right at league average. Nothing there.

But velocity isn’t everything. Maybe it’s just been a particularly tough group of pitchers. Worth looking into which starters Park has faced:

Certainly not an overwhelming list of pitchers. Might even be underwhelming. There might not be an ace in the bunch, depending on your view of Quintana. Quintana might be the only “No. 2” starter, depending on your view of Ventura. Semantics aside, it’s five mid-rotation righties, and a tough lefty. It’s not a group that explains the start Park’s had. Taking this just one step further, here’s all the pitchers Park has faced, with their projected strikeout rates, and a weighted average:

Byung-ho Park’s Opposition
Player K% PA
Edinson Volquez 17.3% 3
Ian Kennedy 20.4% 3
Jose Quintana 20.0% 3
Yovani Gallardo 14.8% 2
Dillon Gee 15.1% 2
Mychal Givens 24.4% 2
Yordano Ventura 21.2% 2
Luke Hochevar 22.1% 1
Darren O’Day 26.6% 1
Chris Tillman 17.3% 1
Zach Britton 25.8% 1
Joakim Soria 23.3% 1
Chien-Ming Wang 9.0% 1
Tyler Wilson 14.4% 1
TOTAL 19.3% 24
K% = projected rate from FanGraphs depth chart page (ZiPS + Steamer)

I think we can definitively rule out quality of competition as any sort of an explanation. Park has faced a collection of pitchers who throw average fastballs with average, or even below-average strikeout rates. So let’s turn our attention inward, towards Park.

It only makes sense to start with the plate-discipline numbers. The figure that caught our attention in the first place is just an extension of plate discipline. Park’s been a bit more aggressive than average, but not overwhelmingly so. He’s swung as often as Ryan Braun did last year. And the distribution of those swings isn’t alarming. He’s chased a bit more than would be ideal, but it’s manageable.

The problem is he just hasn’t made any contact, which shouldn’t come as a shock for someone with 12 strikeouts and 12 not-strikeouts. Park’s made contact on fewer than two-thirds of his swings. It’s one of the very worst rates in baseball. Most concerning is the rate of contact on pitches inside the zone, which is significantly lower than any rate posted by a qualified hitter last year. Again, the sample size is an issue, but then maybe so is that figure in conjunction with this Ben Badler report out of Taiwan six months ago:

Park swung and missed eight times in seven at-bats, struggling badly to make contact against pitches in the strike zone. Park’s swing plane can get steep uphill, so his timing has to be perfect for the power to play, otherwise he swings through of a lot of pitches, which is what happened against Cuba. He made 86 mph look like 96 when he struck out swinging against a Frank Monthiet fastball just above the belt, then against righthander Jose Angel Garcia he swung through another 86-mph fastball just above the belt on the inner third. The rest of his swings and misses came against breaking balls in the strike zone, including multiple hangers that he should have demolished.

To Park’s credit, he didn’t chase many pitches out of the strike zone and worked deep counts, but his inability to make contact against below-average stuff in the zone was discouraging.

Badler was concerned about the contact inside the zone. Keith Law thought Park might be exposed on the inner-third. We knew the contact could be an issue — he led the KBO in strikeouts, after all — and it’s manifested itself in an ugly way early on. That being said, Dan Farnsworth was aware of the contact issues when he raved about Park last month, thought being the power was enough to make up for it, and the power hasn’t gone anywhere. The FanGraphs staff writers all knew about the contact issues when the majority of us — myself included — picked him for Rookie of the Year just a few weeks ago. This was to be expected to a certain extent, just not to this extent.

One last piece of the puzzle: how Park’s been pitched. The fastball rate has been about average, or a touch lower than that. Breaking and offspeed stuff are mostly in line with the league. You always wonder how a guy is going to be pitched when he first enters the league. Like, for example, Tyler White is already being pitched like a feared major-league hitter. Park hasn’t been pitched like anything special. Honestly, it could just be that teams really just didn’t have much in the way of a scouting report on Park, and so they’re going with the status quo. Could also tell us how pitchers view him right now. Interpret it how you will.

He’s swung at an average number of fastballs — it’s the breaking and offspeed stuff that’s had him flailing. He’s swung at more than half of those pitches, and he’s whiffed on more than half of those swings. The longer that keeps up, the shorter the scouting report will resemble a prototypical hitter.

There shouldn’t be panic in the streets quite yet, but we know this about Park: he hasn’t faced a collection of high-strikeout pitchers, and he’s struck out in half his plate appearances. He struggled to make contact against lesser competition in Cuba, even on pitches inside the zone, and he’s struggled inside the zone already in the bigs. Pitchers haven’t thrown to him like any kind of threat, and he’s begun flashing signs of over-aggressiveness on breaking and offspeed stuff. For the time being, it seems pitchers have little incentive to give him a fastball over the plate. Hopefully, that power shows up soon.





August used to cover the Indians for MLB and ohio.com, but now he's here and thinks writing these in the third person is weird. So you can reach me on Twitter @AugustFG_ or e-mail at august.fagerstrom@fangraphs.com.

18 Comments
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cowdiscipleMember since 2016
10 years ago

Not that it changes the overall point, but both Baltimore and KC do have very deep, nasty bullpens. Plenty of strikeouts there.

drewcorbMember since 2026
10 years ago
Reply to  cowdisciple

I think the weighted average of his opposing pitchers’ K% took that into account, and the expected K% of his opposition was still only 19.3%. Otherwise I also would’ve thought that those bullpens would play at least a minor role in elevating Park’s K%, but that table demonstrated that he hasn’t had enough PA against them to explain much of his struggles at all.

Oblarg
10 years ago
Reply to  cowdisciple

If someone could dig up footage of Park’s at-bat against Darren O’Day, it was one of the most embarrassing things I’ve ever witnessed in person. It was as if he’d never seen a sidearm deliver before.

drewcorbMember since 2026
10 years ago

“Like, for example, Tyler White is already being pitched like a feared major-league hitter.”

I’m not sure what that means. Is Tyler White seeing a lot of breaking pitches, or is he seeing a lot out of the zone, etc.? What does the phrase “feared major-league hitter” mean?

HappyFunBallMember since 2019
10 years ago
Reply to  drewcorb

Feared major-league hitter = Jim Rice.

So sayeth the BBWAA

OddBall Herrera
10 years ago

How much of an affect does preparation and coaching have on this stuff? If one player is stinking it up, you say that player is bad, but the Twins have half a lineup of players, none of whom appear to know what they are doing at the plate.

I usually am not a fan of going after coaches for player performance, but man, if a hitting coach isn’t implicated for an 0-7 record and half his team (including two top ten prospects and one of the best hitters in Korea) striking out > 50% of the time, I don’t know when else he would be.

RainmakerMember since 2016
10 years ago

You mean like the type of coaching that starts a rookie LHB vs a LHP, but benches him against two RHPs in his first three games? Which is exactly what Molitor did with Max Kepler’s first three games.

I’m a die hard Twins fan, and as a whole the organization is embarrassing at this point.

Owen S
10 years ago

Do the really great hitters get an unusually high number of fastballs, or is it the other way around? I always forget.

phoenix2042Member since 2016
10 years ago
Reply to  Owen S

Feared hitters get more off speed and breaking stuff, especially out of the zone because fast balls can get hit a long way! And terrible hitters (especially pitchers batting) get tons of fastballs because they can’t make you pay much for one down the middle even.

drewcorbMember since 2026
10 years ago
Reply to  phoenix2042

So is Tyler White seeing a lot of off speed and breaking stuff? It just seemed weird to use him as an example of someone being pitched to like a “feared major league hitter”, yet fail to specify either what pitches White is seeing or what pitches a feared hitter would see.

phoenix2042Member since 2016
10 years ago
Reply to  drewcorb

I think the point was that White showed power early, so pitchers adjusted quickly by throwing him breaking stuff. And the case of White is important because it shows that pitchers can adapt quickly when they recognize that somebody has power.

The fact that they have not adjusted to Park, that they still pitch him like a guy without power, shows that they don’t respect his power or that he has not given them a problem to.

And that’s significant because power seems to be all that he has, given his inability to hit the ball very often.

RainmakerMember since 2016
10 years ago
Reply to  Owen S

Feared hitters get worked a ton low and away, because those are hard pitches to take out of the yard.

Here’s the heat map for Jose Bautista, showing his heavy skew towards seeing lots of pitches down and away:
http://www.fangraphs.com/zonegrid.aspx?playerid=1887&position=3B/OF&ss=2015&se=2015&type=0&hand=all&count=all&blur=1&grid=10&view=bat

Also, great hitters tend to see fewer fastballs. To use Bautista again, the Blue Jays as a whole saw 56.3% fastballs for 2015 whereas Bautista only saw 51.1% fastballs for the same year.

It doesn’t always hold true because there are guys like Syndergaard and Fernandez that throw 98 and don’t need to worry about nibbling with their fastball, and guys like Cingrani or Colon that only really throw fastballs, but still the trends play out generally the same

goyo70
10 years ago

Relatively speaking, Dae Ho Lee has felt like a success. But before last night’s game winning home run, I wouldn’t have felt that way as much. I think an angle that might bear some investigation is whether or not there’s something about KBO vs. MLB in terms of how pitchers work to hitters (sequencing, but also preferred usage of pitches) that might present challenges different than merely saying that MLB is better. I’m optimistic Dae Ho will make adjustments, and perhaps Park as well.

LHPSU
10 years ago
Reply to  goyo70

Dae-ho Lee also played 4 years in the NPB, which is probably a higher level of competition.

physhik
10 years ago
Reply to  LHPSU

Lee was good from the first year in npb. Maybe he seems good at adjusting. From many failure of npb players in mlb, I don’t trust stats in npb much.

BipMember since 2016
10 years ago

It’s simple: The Twins have misread some of the rules, and they think the offense who strikes out the most wins the game. It is the only thing that can explain their strategies.

evo34Member since 2023
10 years ago

On the plus side, he has four balls very hard in the air: 102, 103, 110, 111 mph. Only 17 hitters have more than four 102+ mph LD/FB BIP this season.

RainmakerMember since 2016
10 years ago

Some thoughts to add:
— I’m a Twins fan and endorse their lack of coverage. Its been an embarrassing organization for 5+ years now. I don’t even know where to begin to support this point, but I could do so easily.

— Brandon Warne’s fanboydom alone probably makes up for that lack of coverage. People have to love playing in fantasy leagues with this guy….I’ll trade you Ricky Nolasco and Eddie Rosario for Springer and Carrasco….DEAL!! Two more Twins baby!!!

— I’m not ready to throw in the towel on Park. While Jung Ho Kang wasn’t quite as bad, he had a rough first half before a solid 2nd half. It could take some more time for Park to adjust to big league pitching and get his timing down. I wasn’t high on him coming in, because he doesn’t show the ability to adjust to pitches….just seems to look fastball all the time, but Pat Burrell made a career out of that.

— While I get he’s earned more rope, Tulo is in a similar early season slump and we don’t hear the same level of panic. We accept players can take some time to get their timing, so should probably give Park the same chance to right the ship.