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September 22, 2009

Checking the Numbers

Perceived Velocity

by Eric Seidman


Few pitchers utilize their fastballs more frequently than J.A. Happ of the Phillies does, as he throws his four-seamed heater 71 percent of the time. Unlike Max Scherzer, who throws his fastball at a similar rate but routinely registers 95+ miles per hour on the gun, Happ averages a relatively modest 89.7 mph with rather pedestrian movement. Despite these facts pointing towards the idea that Happ's chief pitch is thus somewhat average or below, his plate discipline data has trended in the opposite direction: Happ ranks amongst the leaders in zone percentage yet has very low rates of both swings induced and contact made on pitches in the zone, performance characteristics that portend an ability to deceive hitters when coupled with his velocity and movement marks. Unless we accept that Happ's numbers are fluky, something about his delivery is preventing hitters from picking the ball up and reacting in appropriate fashion, whether that's a question of his hiding the ball well, or having a release that's closer to home plate than hitters are accustomed to seeing.

That latter component of possible deceptiveness comes up almost automatically in discussions of what has made Chris Young of the Padres so effective; Young has had no problem retiring hitters despite throwing a fastball with velocity that makes it seem like it's impersonating Jamie Moyer's luke-warm heat. The ideas for why Young can do this revolves around his height and his wingspan, and how he releases pitches much closer to home plate, allotting less time for the hitters to react. Warren Spahn used to say that "Hitting is timing; pitching is upsetting timing," and the shorter reaction time supposedly allowed by Young's long-armed release closer to home plate increases the perception of his fastball's velocity to the hitters. In other words, a radar gun and the PITCHf/x start speed may clock him throwing at 86 mph, yet the hitter actually "sees" a 91 mph pitch. To get a better sense of what's involved, I reached out to Mark Reynolds of the Diamondbacks for his thoughts on the matter:

Some guys hide the ball well. [Dan] Haren does his little pause, Doug [Davis] has his eight-second windup. Pitchers make stuff up because it's their job to deceive us, and we try to hit them. Randy Wolf, Chris Young, those are two that come to mind off the bat. I'm sure there's more. Some guys throw 95 and it looks like 85 because it's straight and you can time them. You've just got to stay back and get your foot down and see them. Wolf throws 88-90, but I don't have very good numbers against him because he is one of those guys who hides the ball and short-arms it.

The final portion of his quote deals with deception, which we will tackle a bit later on this month, but with his confirmation that the theory of perceived velocity is more than just analytical hullabaloo, I set out to find the extent to which pitchers exceed or fall short of their real velocity based on the length of their deliveries and the actual points of release relative to home plate.

Applying PITCHf/x to the Chris Young Conundrum

The PITCHf/x system continues to revolutionize baseball research, and since my foray into perceived velocity is reliant upon this particular dataset, a brief review of how everything operates is in order. Essentially, PITCHf/x uses a best-fit algorithm to compute constant acceleration along the flight path of a pitch, which is determined by two perpendicularly angled cameras recording images of the journey of a pitch to home plate. With constant acceleration computed based on the image data, the system is able to calculate velocity in feet per second as well as both of the movement components.

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