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Thursday, January 14, 2010

Javier Vazquez’s Pitch Selection, 2007 - 2009

I was thinking about the likeilhood of Javier Vazquez's 2009 being indicative of a possible change in approach that may mean he's more likely to sustain the gains made, so I pulled his Pitch FX data from 2007 through 2009 to see if it showed anything interesting. Keep in mind that Pitch FX data is not complete from 2007-2009.

First, here's a look at his pitch selection, broken down by season and type.
Type 2007 % 2008 % 2009 %
Four-seam fastball 1368 59.0% 1727 54.8% 1502 47.1%
Change-up 350 15.1% 387 12.3% 474 14.9%
Slider 365 15.8% 637 20.2% 739 23.2%
Curveball 234 10.1% 398 12.6% 472 14.8%
Total 2317 3149 3187


This breakdown screams for pie charts, so here they are.



In 2009 Vazquez threw fewer fastballs, while increasing his slider and curveball usage according to these numbers.

This next table just looks at the wOBA against each of the pitches. This only applies when a pitch is the decisive pitch of a plate apearance.

Type 2007 +/- 2008 +/- 2009 +/-
Four-seam fastball .298 .013 .330 .007 .298 .011
Change-up .295 .010 .323 .001 .240 -.047
Slider .276 -.008 .338 .016 .295 .008
Curveball .221 -.063 .274 -.048 .276 -.011
Total .284 .322 .000 .287


The +/- column is just the difference between the wOBA for the specific pitch compared to the overall wOBA hea llowed in that season. So we see in 2009, for example, that he his changeup was his most effective pitch. as batters had a wOBA of .240 against it, compared to his overall wOBA against of .287. A difference of .010 in wOBA is worth about five runs over 650 PAs.

Lastly, here's a more detailed breakdown of his pitch selection.

Type (2007) # max min avg ball % stkS% foul% stkC% In play, out(s)% In play, no out % HBP % break_y break_angle break_length
Fastball 1296 98.2 86.0 92.5 32.7% 8.6% 22.8% 18.6% 10.7% 3.8% 0.2% 24.1 35.4 5.2
Four-seam fastball 72 97.0 90.1 93.4 37.5% 11.1% 15.3% 19.4% 9.7% 5.6% 0.0% 23.6 54.0 4.8
Change-up 350 89.5 59.2 82.8 35.7% 16.0% 12.6% 11.7% 14.9% 3.7% 0.3% 24.1 22.6 7.7
Slider 365 92.4 75.5 84.8 32.6% 13.7% 15.9% 17.3% 11.2% 6.0% 0.3% 24.2 -6.9 7.6
Curveball 234 82.1 65.7 75.7 38.5% 12.4% 9.0% 21.4% 11.5% 3.8% 0.0% 24.0 -13.1 12.9
Total 2317 98.2 59.2 85.8 33.9% 11.0% 18.5% 17.7% 11.5% 4.2% 0.2% 0.0% 0.0% 0.0%


Type (2008) # max min avg ball % stkS% foul% stkC% In play, out(s)% In play, no out % HBP % break_y break_angle break_length
Fastball 1693 97.1 86.0 91.8 32.5% 8.2% 22.3% 18.1% 11.3% 4.8% 0.1% 23.7 36.2 4.6
Four-seam fastball 34 95.4 89.0 92.6 35.3% 11.8% 17.6% 8.8% 23.5% 2.9% 0.0% 23.6 53.1 5.0
Change-up 387 89.6 72.4 81.9 35.7% 16.3% 17.1% 9.0% 12.4% 3.6% 0.0% 23.8 21.1 7.2
Slider 637 90.8 77.6 84.6 29.2% 14.4% 20.3% 14.4% 12.6% 4.7% 0.2% 23.8 -6.0 7.3
Curveball 398 84.6 63.5 74.0 33.7% 9.3% 15.3% 22.4% 10.6% 2.8% 0.5% 23.8 -13.4 13.1
Total 3149 97.1 63.5 85.0 32.4% 10.6% 20.3% 16.7% 11.7% 4.4% 0.2% 0.0% 0.0% 0.0%


Type (2009) # max min avg ball % stkS% foul% stkC% In play, out(s)% In play, no out % HBP % break_y break_angle break_length
Four-seam fastball 1502 94.8 85.3 91.2 29.2% 8.4% 20.9% 21.6% 12.5% 4.9% 0.1% 23.8 31.9 4.7
Change-up 474 88.1 70.8 80.2 38.0% 21.5% 12.9% 7.4% 12.0% 1.7% 0.4% 23.8 20.2 7.5
Slider 739 89.7 68.9 83.1 30.7% 13.4% 16.0% 19.6% 12.3% 4.3% 0.0% 23.9 -8.2 7.9
Curveball 472 82.2 64.0 72.5 29.7% 17.8% 10.6% 21.6% 12.1% 3.6% 0.0% 23.8 -12.6 13.8
Total 3187 94.8 64.0 81.8 30.9% 12.9% 17.0% 19.0% 12.3% 4.1% 0.1% 0.0% 0.0% 0.0%


#: number of times pitch was thrown as recorded in Pitch F/X
max: highest recorded starting velocity
min: lowest recorded starting velocity
avg: average recorded starting velocity
ball %: percentage of time pitch was taken for a ball
stkS%: percentage of time pitch was swung on and missed
foul%: percentage of time pitch was fouled off
stkC%: percentage of time pitch was taken for a called strike
In play, out(s)%: percentage of time pitch was hit into play for an out(s)
In play, no out%: percentage of time pitch was hit into play and not converted into an out
HBP%: percentage of time batter was hit by pitch
break_y: the y-distance from home plate where the maximum deviation occurs(definition taken from this site
break_angle: the direction of the deviation, with the convention that a pitch that breaks away from or toward a RHH has a negative or positive angle, respectively;
break_length: the largest deviation, in inches, of the actual from the straight-line trajectory.

Because of the league switch, I don't know how much I'd read into some of the peripheral improvements we see in his 2009 line.

Anyway, I'm not sure how much this tells us, but I figured it beats talking about signing Reed Johnson.
--Posted at 10:20 am by SG / 107 Comments | - (247)



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