Hoping to understand Alfonso Soriano's hot and cold streaks this year, I turned to the incomparable Fan Graphs to break down his present and historical success against different pitches. The results suggest that Soriano is losing the skill that made him one of the more feared hitters in the game, but that he might have found a method to compensate for this loss. Below is a chart showing the percentage of fastballs Soriano has seen each year since 2005, with 2009 broken down per month. It also shows his ranking among hitters seeing the fewest fastballs, his "runs above average" number on fastballs, (wFastball) and how high he ranks among all hitters, and his overall OPS. (As in, not specific to fastballs) The most important thing to notice here is his wFB rank.
| Date | Fastball% | FB% Rank | wFastball | wFB Rank | OPS |
| 2005 | 47.9 | 147/147 | 27.6 | 15/147 | .821 |
|
2006 |
54.1 | 150/159 | 23.7 | 25/159 | .911 |
| 2007 | 54 | 150/161 | 23.3 | 27/161 | .897 |
| 2008 | 53.2 | 134/145 | 17.9 | 38/145 | .876 |
| April 2009 | 45.9 | 196/197 | 3.3 | 55/197 | .965 |
|
May 2009 |
43 | 185/185 | 3.6 | 60/185 | .657 |
| June 2009 | 49.1 | 180/184 | 2.4 | 72/184 | .585 |
| July 2009 | 44.8 | 190/190 | .7 | 112/190 | .992 |
| August 2009 | 36.7 | 179/190 | -.6 | 156/190 | .220 |
You probably have noticed a couple of striking trends going on here. First, Soriano has progressively moved from being one of the most effective hitters in baseball against the fastball to being quite pedestrian. Second, pitchers have not noticed and adapted to this change: They contiue to avoid throwing fastballs to Soriano as if he were the same hitter he was in 2005. He's not.
So how do we explain Soriano's April and July, when he hit like the hitter for whom the Cubs offered that premium contract?
Finding that answer requres looking at Soriano's results swinging at sliders.
| Date | Slider % | SL % Rank | wSlider | wSL Rank | OPS |
|
2005 |
26.6 | 1/147 | -6.9 | 140/147 | .821 |
| 2006 | 21.3 | 9/158 | -2.9 | 119/159 | .911 |
| 2007 | 20.2 | 12/161 | -7.9 | 154/161 | .897 |
| 2008 | 22.9 | 5/145 | -2.1 | 92/145 | .876 |
| April 2009 | 22.7 | 13/197 | 2.5 | 15/197 | .965 |
| May 2009 | 26.4 | 5/185 | -2.4 | 167/185 | .657 |
| June 2009 | 24.3 | 11/184 | -5.4 | 183/184 | .585 |
| July 2009 | 25.6 | 6/190 | 3.9 | 4/190 | .992 |
| August 2009 | 43.4 | 5/190 | -.8 | 166/175 |
.220 |
It makes sense that if pitchers fear Soriano's ability to hit the fastball, they would throw him an inordinate number of sliders, and indeed the table indicates Soriano consistently sees among the most sliders in the game. Throughout his career Soriano has proven to be one of the weaker hitters against sliders.
This potentially could be a toxic combination: A fastball hitter who no longer can hit fastballs, and still doesn't see any fastballs to boot. But then look at the two months this year that Soriano has hit: April and July. The numbers indicate that Soriano's output isn't due to hitting fastballs with the authority to which he is accustomed; instead he's hitting sliders in a way that he previously did not. Well.
Of course, other factors might be at work as well, but if so I have yet to find an obvious candidate. Such marked changes do not appear when looking at Soriano's results against other pitch types. Neither does plate discipline seem to be the issue. Soriano is both swinging at fewer pitches outside of the strikezone this year, and making more contact when he does swing - both at pitches inside and out of the zone, and it shows no meaningful fluctuation from month to month in 2009. His BABIP shows severe fluctuations from month to month, but that appears to be driven by corresponding changes in his line-drive percentage, so there's nothing unusual there.
Assuming that these stats do reveal a truth about the real world (I know, I know), there are several questions to consider going forward. Most obvious, what is the cause behind Soriano's diminish returns against fastballs? Is it that he now has a "slider speed bat"? Is it a matter of approach at the plate, where he has stopped guessing fastball in order to better hit the breaking stuff? The latter can be fixed, the former, not so much. Looking at how consistent the downward trend is, my hunch is that it's the former, a slow erosion in the speed of his bat. If it's the former, and Soriano is losing some quickness in the swing, will we see him move away from his preference for heavy bats? And will he be able to compensate by consistently hitting sliders with the results found in April and July? Then, there are questions concerning how pitchers resond. At what point will pitchers adjust to the fact that Soriano does not hit fastballs with the authority he once did, and adjust their pitch selection? There may be a lot riding on these questions.
Update: I was unaware of it as I wrote, but less than a month ago R.J. Anderson at Fan Graphs wrote about how few fastballs Soriano sees. He doesn't mention either Soriano's historical trend of diminishing results on the fastball, or the weird fluctuations this year on the sliders; instead he reaffirms the notion that Soriano is a good fastball hitter and the problem is in the dearth of fastballs he sees. I think he may be wrong there, but I should at least try to be a good scholar and cite the work.
Comments
Re: Soriano by the Pitches
I'm going to bed.
Re: Soriano by the Pitches
imo...
soriano has always played at the plate (and still does) standing at the very front of the box.
this lets him takes hacks at offspeed stuff before/early in the break.
he swings a bat damn hard/fast for a guy with this frame. this has allowed him to stand in the front of the box and still catch up with those fastballs rather than so many blowing by him.
as far as if his bat speed really is diminishing or it's some kinda hand/eye contact issue...i dunno. a guy that Ks as much as he does is expected to take some ugly swings, but in some of these foul-off-fests he's making contact with stuff he'd drive in years past only to find himself poking it foul being late.
i blame larry rothschild and the assistant groundskeeper.
Re: Soriano by the Pitches
Excellent piece, Trans. I'd think the declining bat speed hypothesis is correct. Soriano's almost a pure reaction hitter, placing a heavy burden on his athleticism. Now that he's on the wrong side of 30, his reliance on see ball-hit ball becomes a liability.
Re: Soriano by the Pitches
Decision on BJ coming soon too?
from sun-times notes:
Lefty B.J. Ryan, the former All-Star closer the Cubs signed when Toronto released him last month, pitched another scoreless inning for Class AAA Iowa, striking out one and walking one. He hasn't allowed a run in five appearances, including three of the last four days.
Re: Soriano by the Pitches
Neat. Call him up. Then Hendry just needs a couple more lefties and his nefarious plan to convert the bullpen to all lefties will be complete. Bwah-ha-ha-ha... *wrings hands together menacingly*
Re: Soriano by the Pitches
No seriously, though, another effective or semi-effective lefty in the pen would be nice.
Re: Soriano by the Pitches
Wow. Really interesting post, Trans, and written at 1am, it ascends to the rank of superb. (Like a well executed dive with a high degree of difficulty.)
I wonder to what degree moving to a lighter bat allows an older player to compensate for loss of bat speed. If I had to guess, it would be some, but less than one might imagine (or, in Soriano's case, less than Cub fans would hope). And he has all of those years still left on that contract.
Additionally, I have this suspicion that Soriano would no more readily move to a lighter bat--and thus concede his aging--than Lou was willing to move him out of the leadoff spot.
Thanks again for the piece.
Re: Soriano by the Pitches
Not sure what got into me, but it kept me up way past my bedtime. Maybe it's as simple as Crunch's suggestion of moving back in the box? It'd seem to make him even more vulnerable to breaking stuff, however.
Re: Soriano by the Pitches
Moving back in the box might make him more vulnerable to breaking pitches, but it would also give him that extra split second to recognize a breaking pitch (something he clearly has trouble doing).
I wish we lived in the future and had some kind of supercomputer to model these hypotheticals for us (like taking an ounce off his bat and moving him a foot back in the box).
Re: Soriano by the Pitches
When Soriano heats up, you might as well throw the numbers out. As late as this April Soriano was crunching any kind of pitch... slider, fastball, changeup, it just didn't matter.
When he's slumping though (and his slumps are as inevitable as his hot streaks) he'll wave at a slider no matter how far off the plate it is.
I think he'll put to rest this talk of declining bat speed very soon.
Re: Soriano by the Pitches
I'd wager ye be a bit overly-optimistic.
Clearly Soriano, has a history of streakiness, but Trans is looking at long term trends. He's been streaky over the course of individual seasons. But the trend over the last several seasons is that he does less and less with the fastball.
Re: Soriano by the Pitches
670 WSCR will be interviewing Randy Wells "soon" (which in radiospeak could be anywhere from 4 minutes to 30 minutes from now). Here's a link to the Internet radio feed.
Re: Soriano by the Pitches
President of Sox fan Mensa club-
http://deadspin.com/5330476/this-photo-hurts-my-heart
Re: Soriano by the Pitches
Aww SANP!
Re: Soriano by the Pitches
Isn't this all just Billy Beane-speak for saying the dude got a lot bigger contract than he should have gotten?
Seriously, nice analysis. If he can't hit sliders as he gets older he is totally fucked cuz most hitters past a certain age (they all have different peaks) can't turn on good fastballs at some point. He's got such good wrist movement though I'm a bit surprised by this. Hmmm, now that I think about it maybe his wrists are a little less Ernie Bankish this year.
Pitching Stats
http://sports.yahoo.com/mlb/news;_ylt=Aid75T.XzD4j...
"Average slider from the Chicago Cubs’ Angel Guzman(notes): 90.2 mph."
"[The league b]est slider is Ryan Dempster, whose 15.6 runs-above-average pitch is well ahead of second-place Zack Greinke."
Re: Pitching Stats
I'm not a big stats guy (in fact, I barely understand them), but that article had some pretty cool stuff in it, like this:
"19) Hitting a fastball is not imperative. Just ask the Pittsburgh Pirates.
You figure that during the Pirates’ fire sale they would manage to upgrade offensively from their former shortstop, Jack Wilson(notes), whose anemic 11.2 runs below average on fastballs personified the franchise quite well. But no. They replaced him with Ronny Cedeno(notes), who in just over 200 at-bats is 17.9 runs below average. His 3.46 runs below per 100 fastballs is the worst in baseball, and scouts recognize it: Cedeno sees almost 70 percent fastballs because he can’t touch them."
Re: Pitching Stats
I don't even care, I'd take Jack Wilson and move the riot back to 2B in a heartbeat. Talk about a guy that gets after the ball... He's one of my favorite active SS. Sure, he'll never be on my fantasy team, but he's a human highlight reel.
Re: Pitching Stats
What a great article.
Re: Soriano by the Pitches
http://www.insidesocal.com/dodgers/2009/08/firewor...
Can we label Prince Fielder as crazy now?
nice article Trans...I find the disconnect between April and August though to be most concerning. If he really did figure out how to hit slider betters, I find it hard to believe he figured it out, forgot for 2-3 months and then figured it out again.
In the meantime, I'll enjoy him not sucking.
Re: Soriano by the Pitches
Yeah, that's my main reservation with my own study here, as well. How likely is it that he's beginning to learn to hit sliders, but isn't able to consistently replicate it? It's possible, at least, and I find it more likely than any other alternative explanation,but I'm also not completely sold on it...
Re: Soriano by the Pitches
I think explanation and Soriano are allergic to each other.
Re: Soriano by the Pitches
http://deadspin.com/5330220/la-headline-writers-ne...
Fail.
Re: Soriano by the Pitches
Wow, what were they thinking.
Here is another head line that is more of a happy coincidence than inappropriate.
http://www.lucianne.com/thread/?artnum=484973
Re: Soriano by the Pitches
Heh. Click through to the original article (Richardson's link) and see the bland headline they hurriedly put up in its place.
Re: Soriano by the Pitches
This all could be due to "the age 33 effect on great hitters" described by Bill James.
http://sportsillustrated.cnn.com/2009/writers/joe_...
Maybe Soriano just needs to work through it. But if I were Jim Hendry I'd get his eyes checked especially for farsightedness which would cause the ball to go out of focus the closer it gets to the plate.
Re: Soriano by the Pitches
farsightedness which would cause the ball to go out of focus the closer it gets to the plate.
---
reading glasses?...shhh, don't tell him it says "Rawlings" when they give him the reading test.
http://www.autograph-supply.com/Supply/LargeImage/...
Re: Soriano by the Pitches
Mechanical problems can also contribute to being unable to hit fastballs. It's not necessarily a symptom of aging.
Re: Soriano by the Pitches
Certainly. But a mechanical problem that's apparently gotten progressively worse, like clockwork, for four years? Not so sure.
Re: Soriano by the Pitches
When you did your doctoral thesis were you allowed to present evidence like the difference between 2006 and 2007 as significant?
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