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Pitch Analysis: Brandon Morrow

As some of you may have guessed, I think statistics are a very good way to understand the game better. If you do not like stats, the following article might not be a fun read for you, but you can of course skip the graphs and numbers and go directly to to the conclusion.

In this article I'll be analyzing Brandon Morrow's arsenal using the stats for his various pitches. I learned to use the website Texas Leaguers recently, which provides stats for all of a pitchers' pitches. It provides data on how often a certain pitch is thrown for a strike, how often it is put into play, how often batters whiff at it and how often they foul it off. Even more recently, I discovered Joe Lefkowitz's PitchF/x Tool, which has batted ball types for individual pitches, as well as lefty/righty splits. But while groundball rates are easy to understand (50% is good, 30% is baaaaad), I found it hard to quantify just how good a pitch is that you can throw for a strike about 70% of the time but gets put into play 25% of the time, for example. So I made an excel sheet that "simulates" how many at bats would end up as a strikeout, walk, groundball or ball in the air if a pitcher throws at that strike rate, foul rate and in play rate in every at bat, in every single count. Using that data I can of course calculate an xFIP stat for every single pitch a pitcher throws, assuming a .300 BABIP and a 10% HR/FB rate. (xFIP is an estimation of runs allowed per 9 innings, essentially predicting a pitcher's ERA)

Now that's obviously not a perfect way to determine how good a pitch is. One thing is that a pitch also influences how a batter reacts to a pitcher's other pitches. So a mediocre changeup will still be useful if it causes a batter to be late on a fastball, or take it for a strike. Another flaw in my simulation is that hitters will not have the same approach in every count. They'll probably foul off more pitches if they have 2 strikes on them than if they're ahead in the count. They'll also take a fastball for a strike a lot more in 3-0 counts than they would in 3-2 counts. So keep that in mind as I show you the results for Morrow's pitches after the jump.

Star-divide

First, we'll take a look at Mr. Morrow in 2010:

Pitch Fastball Slider* Curve Splitter
K/9 12.26 16.36 12.03 9.14
BB/9 4.15 1.6 7.2 6.06
GB% 29.0 39.4 42.4 42.2
xFIP 3.44 1.01 4.12 4.62

 

Two notes here: one is that a sizable proportion of sliders were misqualified as curves by PitchF/x. Morrow uses his slider more often, and with good reason. The other note is that PitchF/x identified both a changeup and a splitter, but I listed them as one because I'm pretty confident they're the same pitch.

One obvious conclusion is that Morrow's slider is simply insane and possibly in the running for best pitch in all of baseball, even if you regress the numbers towards the stats on his curveball somewhat to account for misqualification of pitches. Another is that his fastball is also pretty darned good, if a little hard to control and easy to hit in the air (that is, in the rare case a batter puts it in play). His splitter and curve seem to be dragging him down, with his curve probably being worse than described here, as this sample includes a lot of sliders. Both the splitter and the curve aren't put into play a lot, but they're also hard for Morrow to command.

So has he changed anything in 2011?

Pitch Fastball Slider
K/9 11.5 11.03
BB/9 5.05 2.18
GB% 21.31 39.37
xFIP 4.23 2.85

 

First thing that jumps out is of course: where are the curve and the splitter? Well, I didn't include them, because Morrow now only seems to throw his splitter 4% of the time and his curve 3.3%, and it was just too small a sample to include.

Let's look at some graphs and see if this is a matter of misqualification:

Pitcher_horiz_velo_medium

Pitcher_vert_velo_medium

(Both images are from joelefkowitz.com)

A few curves seem to be misqualified as sliders, but the splitters seem to be thrown even less than indicated, with a few slow fastballs apparently misqualified as splitters. The graphs convey a simple message: 2011 Brandon Morrow is essentially a two-pitch pitcher, who has the hitters guessing fastball (68.2%) or slider (24.5%). Take a look at Morrow's graph from last year:

Pitcher_vert_velo-1_medium

Note how a lot of sliders are misqualified as curves. 2010 Morrow was definitely a more versatile pitcher, throwing his fastball 55.7% of the time and using a splitter 16.6% of the time as well as two breaking balls that we don't know the exact percentages of (Fangraphs, using a different data source, thinks 15.3% sliders and 12.2% curveballs).

Conclusion

While Morrow's splitter and curve were hard to control, Morrow has made himself a lot more predictable as a pitcher by almost totally dropping both. It has reduced his already low groundball rate, as he now throws his flyball producing fastball significantly more than last year. Also, both slider and fastball have seen their efficiency reduced, possibly because of Morrow's increased predictability. While it remains to be seen if hitters can keep hitting both pitches hard, Morrow does have a high line drive percentage against of 24.5% (it was 17.8% last year). Morrow has also missed a part of the season through injury, and might simply not be at his best yet or he might be having a rough period.

It's hard to say whether his slider and fastball are simply "underperforming". If that's the case, then Morrow dropping his lesser pitches might have made him better in the long run. But perhaps the dropped pitches have increased Morrow's predictability and have made his fastball and slider permanently less effective until he starts throwing them again. All I can say for sure is that it will be really interesting to see if Morrow's pitches can "bounce back", because if they do, he's got one of the most lethal two-pitch combinations in the league.

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Excellent

Do you happen to have his L vs R splits for each pitch?

Choose me, Ash!

by Pikachu on Jun 14, 2011 9:30 AM EDT reply actions  

What about in afternoon games on even number days!

I think you'll find I'm universally recognised as a mature and responsible adult.
Twitter is the thing with all the tweets...

by JohnnyG on Jun 14, 2011 9:31 AM EDT up reply actions  

This is totally off-topic, but I read an interesting article today:

The results? Morning players batted .252 for all of the later games—for the earliest category, however, they hit .267. The night owls hit around .260 until things got late, after which they caught fire, hitting .306. It’s a preliminary result, but it strongly suggests that baseball players hit according to their chronotype.

http://arstechnica.com/science/news/2011/06/night-owls-see-45-point-batting-average-boost-under-the-lights.ars

by neilrqm on Jun 14, 2011 1:52 PM EDT up reply actions  

Unfortunately, no

To calculate those I would need strike%, in play% and foul% and Joe Lefkowitz doesn’t have those. I do know that all of his pitches seem to be getting hit for line drives often by lefties. By all means it’s a very small sample though.

by Woodman663 on Jun 14, 2011 9:35 AM EDT up reply actions  

Yeah

FB/SL pitchers don’t normally do well against opposite hands do they?

Choose me, Ash!

by Pikachu on Jun 14, 2011 9:38 AM EDT up reply actions  

Nope

Morrow was a lot less good against lefties in 2010, but in 2011 his xFIP is the same for both. Of course, LD% isn’t included and lefties hit a lot more line drives off him.

by Woodman663 on Jun 14, 2011 9:48 AM EDT up reply actions  

But I mean FB/SL pitchers in general

Aren’t vertical movement pitches more effective than horizontal movement pitches against opposite hands?

Choose me, Ash!

by Pikachu on Jun 14, 2011 9:59 AM EDT up reply actions  

I was saying “nope” as confirmation of your reply that FB/SL guys don’t do very well against opposite handed batters.

You: “They don’t do well do they?”

I: “Nope, they don’t do well”

Maybe I misused the word “nope”?

by Woodman663 on Jun 14, 2011 10:14 AM EDT up reply actions  

nope

don’t be silly

as a side note: is LD% for these pitchers a regression stat? aggregate LD% regresses for most, at least non-AAAA, pitchers, but would it regress for pitchers with heavy splits?

by benk on Jun 14, 2011 10:16 AM EDT up reply actions  

I don't know

But I suspect it might not regress to the norm in the case of a fastball/slider pitcher versus opposite handed batters.

by Woodman663 on Jun 14, 2011 10:57 AM EDT up reply actions  

we're talking about really small samples here

and, as a general rule, pitchers have almost no control over LD%. I’d suspect that there aren’t nearly enough data here to make anything relating to a conclusive statement regarding Morrow’s LD%. It’s fine to speculate (hypotheses begin as speculation) but more data are required to say anything resembling concrete.

It’s highly unlikely that his linedrive-rate against lefties will not fall considerably from its current level of 29.5% but that does not mean it will drop all the way to league-average, of course.

"Look at me! I'm Tomokazu Ohka of the Montreal Expos!"

by jessef on Jun 14, 2011 1:13 PM EDT up reply actions  

Morrow's slider and LD% by LHB

2011: 42.1% (extremely small sample ofc)
2010: 50% (also extremely small sample)
“Curve”: 27.3%
2009: 50% (even smaller sample, almost exclusively fastballs to lefties)
2008: 42.9% (same as above but even smaller)

So small sample sizes all around, but that doesn’t look too pretty. (data from joelefkowitz.com)

by Woodman663 on Jun 14, 2011 1:21 PM EDT up reply actions  

What is your sample size

if you pool all four years together?

Also, Brandon Morrow’s career LD-rate vs. lefties is 20.7% . . . my guess is that his LD-rate against lefties stabilizes much closer to this than the 30% it is right now.

"Look at me! I'm Tomokazu Ohka of the Montreal Expos!"

by jessef on Jun 14, 2011 4:32 PM EDT up reply actions  

I don't know

Because the site doesn’t give you the total number of balls in play.

by Woodman663 on Jun 14, 2011 5:20 PM EDT up reply actions  

my guess is that Brandon does not throw many sliders to lefties in the first place

and since only a subset of those sliders are actually put into play we’re dealing with samples that are too small to provide much evidence.

"Look at me! I'm Tomokazu Ohka of the Montreal Expos!"

by jessef on Jun 14, 2011 6:34 PM EDT up reply actions  

righty pitchers hardly ever throw sliders to lefty hitters

other than as show pitches, right?

"Let us go forth awhile, and get better air in our lungs. Let us leave our closed rooms... The game of ball is glorious." - Walt Whitman

by hugo on Jun 14, 2011 8:46 PM EDT up reply actions  

That's my thinking

Brandon might do it slightly more now that he’s going almost exclusively fastball-slider, but either way I don’t think there are nearly enough actually replicates to glean any useful information from his linedrive-rate vs. lefties on sliders

"Look at me! I'm Tomokazu Ohka of the Montreal Expos!"

by jessef on Jun 14, 2011 10:04 PM EDT up reply actions  

I wonder why hes started doing this?

Might as well make him our closer if hes just going to throw 2 pitches.

Onions Baby Onions

by ohmybosh on Jun 14, 2011 10:45 AM EDT reply actions  

He knows that the two pitches are his best ones so he is leaning so much more on them.

The problem is that effectiveness is reduced since you aren’t using the other pitches.

I think you'll find I'm universally recognised as a mature and responsible adult.
Twitter is the thing with all the tweets...

by JohnnyG on Jun 14, 2011 11:02 AM EDT up reply actions  

he should've checked fangraphs pitch values

while his changeup isn’t a great pitch and maybe there was a case for using it less, his curveball has been perfectly adequate for him, and of course it has made his other pitches that much better. Essentially abandoning it (12.2% of his pitches in 2010 were curves as opposed to only 4% this season so far) and turning it into a show pitch has been a mistake.

"Let us go forth awhile, and get better air in our lungs. Let us leave our closed rooms... The game of ball is glorious." - Walt Whitman

by hugo on Jun 14, 2011 11:32 AM EDT up reply actions  

his curve

looked pretty decent last year, some games he used it more than others, but at least it gave the hitters a different look

by daman316 on Jun 14, 2011 12:18 PM EDT up reply actions  

even the splitter

Adds value if he throws it from time to time with below average results, because it probably makes his fastball more effective.

by Woodman663 on Jun 14, 2011 12:19 PM EDT up reply actions  

Great stuff Woodman

I think you'll find I'm universally recognised as a mature and responsible adult.
Twitter is the thing with all the tweets...

by JohnnyG on Jun 14, 2011 11:02 AM EDT reply actions  

Since in the past 2 years Buck caught him about 4 times, and J.P has caught him once. I am not sure the sample size would be big enough to tell.

I think you'll find I'm universally recognised as a mature and responsible adult.
Twitter is the thing with all the tweets...

by JohnnyG on Jun 14, 2011 11:32 AM EDT up reply actions  

Ah, thanks.

For some reason I thought JP has caught him more than that.

by durga2112 on Jun 14, 2011 11:55 AM EDT up reply actions  

I read that as Buck, the guy we have in the booth.... :P

I'm thinking that when the Leafs win the Cup, I'll lose my drinking problem.

by leafsfan4life94 on Jun 14, 2011 12:21 PM EDT up reply actions  

Not sure which was posted first, but sportsnet has a similar article this morning:

http://www.sportsnet.ca/fantasy/baseball/2011/06/14/shaw_morrow/

I read Woodman’s first, and read Sportsnet’s as a supplemental piece and still found it interesting. They take a different approach, but the similarity of their conclusion is rather intriguing.

by MLip on Jun 14, 2011 11:34 AM EDT reply actions  

wow

I guess a pitcher getting shelled for 9 runs will give people similar ideas.

Thanks for linking it, I don’t agree with a lot of the thinking going on in that article (of course hitters hit worse when behind in the count) but yes, the conclusions are similar.

by Woodman663 on Jun 14, 2011 12:04 PM EDT up reply actions  

they touched on it during the broadcast

which is where i thought you got the idea from. Guess not !

by bowling_kid25 on Jun 14, 2011 1:16 PM EDT up reply actions  

I was unfortunaly streamless

And living in the Netherlands I don’t have rogers sportsnet. So I didn’t see the broadcast.

by Woodman663 on Jun 14, 2011 1:22 PM EDT up reply actions  

Worth noting in regards to LD%.

It’s probably problematic to use it when analyzing a pitchers performance, at least over smaller samples and as a predictive tool, as it’s a stat that takes something in the area of 950 plate appearances to ‘stabalize’ for hitters, and, as far as I’m aware at least, has never been conclusively shown to ever deviate very far from league average with pitchers over large enough samples. With that in mind it’s something I’d expect to regress back to league average over time with Morrow, along with his babip and generally inflated, uh, everything when compared to his fielding independent numbers, or even what a stat like tERA says of his performance so far this year.

Given his heavy slider usage that could legitimately lead to platoon split issues it’s possible that I’m leaning too heavily on dips theory here for pitchers, but then I don’t see anything in his current splits that suggest lefties are teeing off on his slider either outside of a really minute sample worth of line drives. I’m obviously of the opinion that the sample in question is probably just statistical white noise, but I could obviously be hopelessly wrong about that. Hopefully not :p.

by Spitballer on Jun 14, 2011 12:08 PM EDT reply actions  

Good article by the way Woodman.

I hate when intellectual laziness leads to the common thought of a pitcher in Morrow’s situation being that they’re a headcase of some sort, instead of actually analyzing the data and possible reasons for said data as you just did.

by Spitballer on Jun 14, 2011 12:12 PM EDT up reply actions  

Thanks

Obviously I too am hoping his line drive rate versus lefties is just a blip.

But I do think one of the reasons pitchers’ line drive percentages rarely deviate from league average is because pitchers who get shelled will be gone from major league rosters pretty quickly. Now I don’t believe Morrow is that bad versus lefties, but it’s worth watching.

by Woodman663 on Jun 14, 2011 12:18 PM EDT up reply actions  

I guess one reason why I'm not buying into the idea, at least not right now is that it isn't showing up at all in his fielding independent numbers.

One pitcher who comes to mind when I think of starters who are known to have platoon issues is Justin Masterson, so I’ll use him as an example. Over his career, lefties have given him fits while he’s dominated righties. His xfip (as one statistical example) against lefties is around 4.50, while it sits around 3.30 against righties. This sort of discrepancy doesn’t exist at all right now for Morrow, who has a nearly identical xfip against both lefties and righties.

If a quick-to-stabilize statistic was verifying what the line drive rates suggest, I guess I’d be more willing to accept it as something that has a good chance of being behind some of his struggles this year, as opposed to plain old luck dragons, should you believe in such things. I guess time will give us our answer, so long as the blue jays front office doesn’t overreact to the situation and do something really dumb like put him back in the bullpen (not that I think they will).

by Spitballer on Jun 14, 2011 12:35 PM EDT up reply actions  

One thing that does worry me

Is his low groundball percentage overall, and on the fastball especially. That’s usually a bad sign unless a lot of those flyballs are harmless popups. I’m pretty sure that’s not the case.

by Woodman663 on Jun 14, 2011 12:48 PM EDT up reply actions  

yeah...

maybe he can learn a cut fastball? that’s what Halladay did, since they could both afford to lose a little bit of velocity and still throw low 90s, but gain the movement for inducing grounders

by benk on Jun 14, 2011 4:12 PM EDT up reply actions  

Perhaps his high LD% has to do with his fastball being very straight?

Maybe when hitters do catch up for it, its quite easy for them to square up and make solid contact.

I wish Morrow would throw a sinker/2 seamer or something of the sort.
Of course, being able to throw strikes would help.

Onions Baby Onions

by ohmybosh on Jun 14, 2011 12:36 PM EDT up reply actions  

He threw his fastball even more often as a mariner than he has this season, and never had this issue then.

Small samples of course since he mostly pitched in relief for them, but no smaller than the current sample we’re dealing with here.

by Spitballer on Jun 14, 2011 12:43 PM EDT up reply actions  

If his fastball was that straight

..would batters not make contact more often?

by Woodman663 on Jun 14, 2011 12:44 PM EDT up reply actions  

Perhaps they're just not making contact because they're late

rather than because of movement.

I dont know, im pretty much pulling this out of nowhere, but having watched all of Morrows starts, it seems like batters are squaring him up pretty well. I guess it could be a small sample size, but its hard to ignore how many line drives he gives up.

Onions Baby Onions

by ohmybosh on Jun 14, 2011 1:21 PM EDT up reply actions  

as long as getting whiffs vs. getting grounders from the fastball

morrow sticks pretty much to the four-seamer, which generates whiffs (good), pop-ups (also good) and flyballs (bad). As ohmybosh said, he doesn’t throw the two-seamer, which would generate more contact (bad) but also more grounders (good).

So the number of flyballs resulting from his fastballs isn’t a result of his fastball being “straight,” it’s a result of Morrow’s “average fastball” having more upward movement than the “league-average fastball” (which would take into account both two-seamers and four-seamers) because Morrow throws almost exclusively four-seamers.

On the other hand, part of the reason Morrow’s whiff-rate is so high is also probably because he’s throwing more four-seamers. No one pitch can do everything and it would likely be in Morrow’s best interests to mix up his pitch selection not only to include more off-speed pitches (go back to the curve and change) but also to mix up his fastball types. Easier said than done, of course — I find the armchair scouting movement to be one of the most annoying things in the blogosphere (and now I’m becoming part of it)

"Look at me! I'm Tomokazu Ohka of the Montreal Expos!"

by jessef on Jun 14, 2011 1:22 PM EDT up reply actions  

Haha

I know you’re mocking all stats lovers which includes me, but that’s a good one.

by Woodman663 on Jun 14, 2011 2:13 PM EDT up reply actions  

What method are you using to determine the in bracket:out of bracket-ratio?

I haven’t been able to find anything precise enough to be significant past the hundredths place

"Look at me! I'm Tomokazu Ohka of the Montreal Expos!"

by jessef on Jun 14, 2011 4:45 PM EDT up reply actions  

do they call them brackets in Canada?

the only people I’ve ever heard refer to parentheses as brackets are computer programmers.

"Let us go forth awhile, and get better air in our lungs. Let us leave our closed rooms... The game of ball is glorious." - Walt Whitman

by hugo on Jun 14, 2011 8:48 PM EDT up reply actions  

you can call them whatever they want

but if you want to call them by their proper name, they’re parentheses (in the manner they’re currently being used, anyway)

by benk on Jun 15, 2011 1:05 AM EDT up reply actions  

that's strange

almost always i hear them referred to as brackets.

PEDMAS just wouldn’t be the same!

by bowling_kid25 on Jun 15, 2011 9:09 AM EDT up reply actions  

PEDMAS is the term in French when I learned it. I went through French immersion for Junior High and High School.

I think you'll find I'm universally recognised as a mature and responsible adult.
Twitter is the thing with all the tweets...

by JohnnyG on Jun 15, 2011 9:51 AM EDT up reply actions  

poor me?
Not even close. Best decision I ever made was to go through the french program.

The Quebec week long trip in Grade 9 was worth it alone.

I think you'll find I'm universally recognised as a mature and responsible adult.
Twitter is the thing with all the tweets...

by JohnnyG on Jun 15, 2011 10:29 AM EDT up reply actions  

I have literally

never heard anyone other than a computer programmer refer to parentheses as brackets.

In Japanese they have those hybrid paren/bracket things – those are pretty sweet.

"Let us go forth awhile, and get better air in our lungs. Let us leave our closed rooms... The game of ball is glorious." - Walt Whitman

by hugo on Jun 15, 2011 9:52 AM EDT up reply actions  

I agree

in fact, I didn’t even realize the comment was criticizing my tendency to use parenthetical phrases

"Look at me! I'm Tomokazu Ohka of the Montreal Expos!"

by jessef on Jun 16, 2011 11:31 AM EDT up reply actions  

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