Introduction
So in the ever-expanding mass of information available to we baseball fans, one of the newer tools available is PitchFX data – data on the speed and break of pitches thrown – data which allows smart guys and gals to identify the pitches a pitcher throws. Rather than relying on occasional observations and anecdotal information, we can look at real, hard data to identify which pitches a pitcher throws, how often he throws them and how fast he throws them.
I’d invite you to play around with them as well. The data I’ll be presenting comes to us courtesy of the good folks at fangraphs.com. Note: it is based on what kind of pitches the data that represents them looks like. It is not perfect.
This article will just present some basic, introductory data. More in-depth analysis will follow in subsequent articles.

Overview
|
|
Thrown |
Average |
Median |
10%+ |
Ever |
|
Fastball |
59.3% |
89.6 MPH |
89.9 MPH |
142 |
142 |
|
Slider |
14.3% |
82 MPH |
82.1 MPH |
84 |
125 |
|
Cutter |
8.5% |
86.2 MPH |
86.9 MPH |
18 |
57 |
|
Curveball |
12.2% |
74.7 MPH |
75.1 MPH |
69 |
122 |
|
Changeup |
12.6% |
81.3 MPH |
81.4 MPH |
82 |
140 |
|
Splitter |
9.3% |
82.9 MPH |
82.8 MPH |
8 |
20 |
|
Knuckle
Ball |
41.4% |
68.7 MPH |
68.7 MPH |
1 |
2 |
The average pitcher throws a fastball just shy of 60% of the time. You’ll notice that the percentages add up to more than 100%. These are the percentages among pitchers who throw the pitch – ranging from the fastball, which every pitcher throws to the knuckler, which one guy throws 80+% of the time and a second guy (Woody Williams) has thrown it.
10%+ represents the number of pitchers (out of 142 who threw at least 100 innings in 2007) who threw the pitch at least 10% of the time. Ever represents the number of pitchers who threw the pitch at least once.
The splitter was thrown surprisingly uncommonly, with only 8 guys relying on it. 4 of those 8 (Trachsel, Haren, Contreras and Schilling, in descending order) threw the pitch at least 20% of the time, though.
Not surprisingly, virtually everyone has a changeup to offer. Only Fausto Carmona and Tim Wakefield (his change up his underhand, slow pitch softball style) did not throw a single changeup. Danny Haren and Daniel Cabrera were the other pitchers who threw change-ups less than 2% of the time.
Topics that I will attack in future articles include:
For now, though, I’ll just give you a bit of data and discussion of what A’s pitchers offered in 2007.
Your 2007 Oakland A’s
| Name | FB% | FBv | SL% | SLv | CT% | CTv |
| A Brown | 57.30% | 94.7 | 25.00% | 85.3 | ||
| R Harden | 62.40% | 93.8 | 2.60% | 83.9 | ||
| S Casilla | 49.60% | 93.1 | 40.70% | 85.3 | ||
| A Embree | 87.10% | 92.4 | 9.70% | 79.8 | ||
| D Haren | 51.70% | 91.7 | 22.20% | 81.4 | 1.60% | 88.4 |
| J Blevins | 72.40% | 91.2 | ||||
| C Lewis | 59.20% | 90.7 | 12.60% | 82.7 | ||
| H Street | 48.20% | 90.4 | 32.50% | 84.9 | ||
| C Gaudin | 70.00% | 90.3 | 21.60% | 80.5 | ||
| D Meyer | 62.20% | 90 | 18.10% | 83.7 | ||
| J Blanton | 54.20% | 89.3 | 16.30% | 80.9 | ||
| K Calero | 36.10% | 89 | 56.80% | 79.7 | ||
| C Robertson | 45.10% | 88.5 | 49.00% | 80.7 | 3.90% | 86 |
| S Komine | 59.60% | 88.5 | 11.90% | 80.7 | ||
| D Braden | 60.20% | 86.9 | 4.90% | 77.7 | ||
| J Duchscherer | 21.50% | 85.5 | 1.20% | 82 | 44.50% | 84 |
| R Flores | 52.90% | 85 | 19.90% | 78.7 | ||
| L DiNardo | 69.90% | 83.8 | 1.70% | 79.7 | 2.40% | 83.7 |
| J Marshall | 82.00% | 82.1 | 8.00% | 73.8 |
| Name | CB% | CBv | CH% | CHv | Sep | SF% | SFv |
| A Brown | 10.30% | 80.9 | 7.50% | 85.1 | 9.6 | ||
| R Harden | 16.00% | 85.8 | 8 | 19.10% | 85.4 | ||
| S Casilla | 9.70% | 85.9 | 7.2 | ||||
| A Embree | 3.20% | 83.6 | 8.8 | ||||
| D Haren | 1.60% | 82.3 | 9.4 | 22.90% | 84.3 | ||
| J Blevins | 25.70% | 73.1 | 1.90% | 84 | 7.2 | ||
| C Lewis | 22.50% | 79 | 5.70% | 83.7 | 7 | ||
| H Street | 19.30% | 80.9 | 9.5 | ||||
| C Gaudin | 0.30% | 75.6 | 8.10% | 85 | 5.3 | ||
| D Meyer | 19.70% | 78.3 | 11.7 | ||||
| J Blanton | 14.40% | 72.9 | 15.10% | 82.1 | 7.2 | ||
| K Calero | 7.10% | 82.3 | 6.7 | ||||
| C Robertson | 2.00% | ||||||
| S Komine | 14.70% | 74.2 | 13.80% | 80.9 | 7.6 | ||
| D Braden | 6.80% | 74.1 | 28.20% | 74.3 | 12.6 | ||
| J Duchscherer | 30.10% | 71.1 | 2.70% | 81.4 | 4.1 | ||
| R Flores | 27.20% | 76.8 | 8.2 | ||||
| L DiNardo | 11.00% | 71.6 | 15.00% | 76.1 | 7.7 | ||
| J Marshall | 10.10% | 72.5 | 9.6 |
Andrew Brown and Rich Harden brought the most heat. Embree was number four – but threw that decent fastball a remarkable 87% of the time, most in the league among pitchers who threw at least 20 innings. Most of the rest were a really, really slow slider. Not surprisingly, most of the team, led by Joe Blanton, was more or less average. Lenny DiNardo’s fastball was the 5th slowest among pitchers who threw at least 130 innings – a fastball he threw a remarkable 70% of the time.
The staff featured a stunning number of guys who throw sliders, with both Kiko Calero and Conner Robertson relying on the slider more often than the fastball with Casilla not far behind. Among pitchers with at least 100 IP, only Jorge Sosa matched that feat with John Smoltz (45-34) the only pitcher not far behind.
Conversely, fewer pitchers threw the curveball than normal.
Andrew Brown, Huston Street and Dan Haren had the best separation on their changeups – though only Street threw it with any frequency. Duchscherer and Gaudin had the least. Duke did not throw the pitch much, though.
Only two pitchers, Haren and Harden, threw the splitter – but the two of them threw it far more often than most.
Duke basically threw the cutter instead of the fastball, while no one else through it with any frequency.
0 recs | 33 comments
you forgot "thanks xbx for the suggestion"
xbhaskarx - April 5, 2008
Thanks XBX for the suggestion
devo - April 5, 2008
zito
2005
fastball 87.3
slider 81.0
change 75.0
2008 (sss, 87 pitches)
fastball 82.7
slider 75.0
change 71.8
fastball --> slider
slider --> changeup
xbhaskarx - April 5, 2008
i could probably throw a 70mph fastball
possibly with better control than zito.
if the giants get really desperate maybe i'll offer to join their rotation for like $80 million...
xbhaskarx - April 5, 2008
{psst, hey Sabes} I can get it up to 75 ...
and have a pretty decent curve ball ...
I'd also work for $1m less than whatever Bhaskar negotiates.
devo - April 5, 2008
huston street 2005-2008
fastball
2005 51.7% (91.2)
2006 50.9% (91.7)
2007 48.2% (90.4)
2008 75.0% (87.5)
slider (84-86 mph)
39%
39%
33%
10%
change (81-83 mph)
9%
10%
19%
15%
xbhaskarx - April 5, 2008
i don't think this includes the indians game
we'll see if the fastball mph or slider % increase...
xbhaskarx - April 5, 2008
The radar gun was 88-89
for most of his pitches... and my unpracticed scout's eye claimed that he was throwing some sliders, but I might have been mistaking them for changeups thrown to right-handed hitters.
PaulThomas - April 5, 2008
The data is available at MLB.com
9 FB, Avg 89.1 mph
89, 91, 87, 89, 90, 90 (hr), 89, 89, 88
2 CH, Avg 80 mph
80, 80
2 SP, Avg 84.5 mph
84, 85,
5 SL, Avg 83.6 mph
84, 83, 83, 85, 83
5 out of the last six pitches he threw were sliders.
link
devo - April 5, 2008
He snapped off a couple very good sliders Friday
His fastball just still doesn't have much movement - except when Hafner hits it.
Nico - April 5, 2008
Yeah. there seems to be somthing going on there ...
devo - April 5, 2008
links
LL 1 2
minimum of 60 IP
Biggest MPH Increases Since 2005:
1. Greinke, +4.7%
2. Chacon, +4.3%
3. Kim, +3.0%
4. Heilman, +2.6%
5. Hennessey, +2.1%
6. Guerrier, +2.0%
7. Tejeda, +2.0%
8. Glover, +1.9%
9. Pineiro, +1.5%
10. Franklin, +1.4%
Biggest MPH Decreases Since 2005:
1. Jennings, -4.0%
2. Davis, -3.7%
3. Zito, -3.2%
4. Contreras, -3.0%
5. L Hernandez, -2.8%
6. D Wells, -2.7%
7. Maroth, -2.6%
8. Wakefield, -2.5%
9. Fossum, -2.5%
10. Wagner, -2.4%
USSM 1 2
xbhaskarx - April 5, 2008
If you throw hard and have a slider ... (and hopefully can throw strikes)
pretty much anyone would be thrilled to have you in their bullpen. That's pretty much the classic mold for power relievers.
devo - April 5, 2008
Truth, damn truth...
Great stuff. Helps put in perspective how many guys succeed in the majors with just 88-92mph on the FB.
IMO, it would be a bit more illuminating to see a few simple calculations like median and peak FB velocity, and I'm sure a creative analyst could come up with something like "average FB velocity ,excluding 3-0 counts and blowout wins" (i.e. FB velocity, when it actually matters) to form a more accurate hierarchy of heat.
Also noteworthy - Jamie Moyer: 81.1 MPH average fastball. Wow.
NRC - April 5, 2008
Unfortunately ...
I don't have the detailed data available, to me, only the aggregate, so I can't do those simple calculations.
I doubt there are enough 3-0 counts and blowout wins to change the average any meaningful amount.
devo - April 5, 2008
I think Harden is confusing the system
I don't think PitchFX, opposing batters, or TV viewers (not this one, certainly) are able to tell his changeup from his splitter. Or at least, they can't distinguish his more sharply-dropping changeups from the splitter. Every time he pitches you hear announcers and opposing batters talking about the split, and every time after the game it turns out he went almost exclusively with the fastball and changeup. I get the impression he hardly ever throws a true splitter any longer.
Does Harden throw a couple different types of changeup? I'm wondering if what are identified as changeups and splitters are two different clusters of data or a single data cluster that straddles the changeup/splitter criteria divide.
Faust - April 5, 2008
That's entirely possible -- like I mentioned ...
the pitch assignments are based on how the pitch behaves, not how it's thrown.
Josh Kalk has a useful way of looking at it. These are based on his own formula, though, and, lo and behold, according to him, Harden doesn't throw the splitter at all -- they're all changeups
As you can see, there's a pretty huge variation in the vertical movement of his "changeup", with almost 15 inches of difference.
devo - April 5, 2008
I wonder if harden's throwing the splitter less since his injuries
it's a painful and/or injury-prone pitch to throw, isn't it?
would be pretty impressive if he were able to vary his changeup so much, especially if he did it to "make up" for throwing the splitter less
phastphill - April 5, 2008
Looking at past seasons ...
It seems that he's been throwing the change more at the expense of the slider but the splitter has been fairly stable
link
devo - April 5, 2008
Perhaps my eye is seeing what it wants to see
but it seems like there's a pretty distinct cluster of "changeups" at about (-4,5) and another cluster centered at around (0, 3).
It's possible that those are two different pitches, although the system might classify both as changeups. Some guys do have multiple versions of the same pitch (Casilla reportedly has two sliders, one that's more like a curve and one that's more like a cut fastball).
And really, a splitter is just a type of changeup, so the difference is kind of splitting (ahem) hairs anyway.
PaulThomas - April 5, 2008
d'oh, I missed ... see below ...
devo - April 5, 2008
It's really more of a knuckle ball thrown at changeup speed ...
the vertical movement distribution seems to be pretty uniform ... what makes there seem to be distinct groupings is the horizontal movement ... though, curiously, the shape is almost mirrored ...
devo - April 5, 2008
You have to think Street is injured
He's too young to be suffering that much of a drop off in velocity, right?
Tyler Bleszinski - April 5, 2008
Pitchers don't follow the a very normal curve
like most hitters do ... Barry Zito, for instance, lost a ton of velocity at a very young age.
Maybe ... maybe not ...
devo - April 5, 2008
I think another possibility is that
Street is "adapting" to protect his arm from pain, resulting in a loss of velocity and/or movement on his fastball.
Nico - April 5, 2008
That would fall under the category of "Street is injured,"
n'est ce pas?
PaulThomas - April 5, 2008
One could say that
1) His pitches have changed due to injury
2) His pitches have changed due to fear of injury, due to injury
louismg - April 5, 2008
2 things
First, is Zito the norm or the exception?
Secondly, ZIto could be injured too.
rfloh - April 5, 2008
Zito is not the norm ...
but the point is that there is far less of a norm with pitchers.
Zito is (or has been) almost certainly not injured -- that said, it's entirely possible that he is no longer capable of health -- the ability to perform at peak physical ability. Your car is not going to be able to drive as fast or efficiently after 200k miles as it did after 10k -- that doesn't mean it's broken, it just means it's old. If you buy the wrong car, you might not get top performance past 50k ...
devo - April 5, 2008
Not to mention he's lead the league or been at the top
in pitches thrown pretty much every year. I'd have to imagine that has to have at least a slight effect on his drop in velocity.
lenscrafters - April 5, 2008
Not to mention viscocity
Nico - April 5, 2008
It's an old news now. I've seen some details before at myinterracialmatch.c o m There also has some hot stars profile with their photoes and blogs.
millersbn - April 7, 2008
wow...
“It seemed like a fastball,” Manny Ramirez said of the pitch he crushed for a two-run ninth-inning homer Monday. “Maybe it was a change-up.”
Joe Borowski:
05 fastball 40.2% (88.2)
05 change 15.5% (79.4)
08 fastball 49.4% (84.1)
08 change 8.6% (83.0)
xbhaskarx - April 17, 2008
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