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Whiff rate -- the most unhittable pitches

Interesting article on Yahoo: http://sports.yahoo.com/mlb/news?slug=ap-behindthestats&prov=ap&type=lgns

Great stuff: The most unhittable pitches in baseball
By TOM KOCH-WESER, STATS Analyst

Phillies GM Pat Gillick recently said Cole Hamels, his prized 23-year old southpaw, had the best changeup he'd ever seen from a left-hander.

Not exactly a source of objectivity, Gillick's statement might otherwise be dismissed as reeking of bias from a proud boss.

But what if he's right? And how can we tell?

Scouts often speak of pitchers with "plus" or "plus-plus" offerings, usually referring to where a particular pitch falls on the 20-80 scouting scale in terms of both velocity and movement. But if we dig a little deeper, which pitches - given their speed, movement and deception - are actually the most unhittable in the game?

While there's no exact way to measure a pitch's "nastiness," we can come close to quantifying it by assuming a basic baseball tenet: In almost all cases, the most ideal outcome for a pitcher on a given pitch is to have the hitter miss. As such, we can measure great stuff by using the "Whiff Rate".

The Whiff Rate is simply defined as the total number of swings and misses over the total number of swings. Assuming that the primary goal of a batter is to make contact, we can use this ratio to see who has the best "out" pitch - and to find out what it is.

Assuming a minimum sample size of 200 swings for fastballs and 100 swings for anything off speed, we can see who coaxed the highest percentage of whiffs a season ago. And, as it turns out, Gillick might not be far off in his assessment.

Hamels consistently delivered the most unhittable changeup in 2006, producing a Whiff Rate of .514, the leading figure by a significant margin over Colorado closer Brian Fuentes, who posted a rate of .460, and Arizona's Brandon Webb (.454).

Johan Santana, widely considered to have the best change in the game, finished the year at .450, fourth among qualifiers. To his credit, Santana also delivered his changeup more frequently in the strike zone (38.6 percent) than anyone in the top five, while opposing hitters slugged a meager .221 against it, also the best of the group.

Hamels' teammate, Ryan Madson, ranked fifth at .426.

While those players are certainly dominant when it comes to the premier off-speed pitch, the mantle of the most unhittable pitch in 2006 goes to the slider of Fernando Cabrera.

Cleveland's young reliever recorded a Whiff Rate of .652 on that breaking ball, and, if you think that's a fluke, think again. Had Cabrera qualified the year before, 2006 would have been the second consecutive season his slider led the league. In 2005, Cabrera posted an eye-popping Whiff Rate of .762, though in limited action (42 swings).

Interestingly, Cabrera only threw his slider in the strike zone 28.6 percent of the time, well below the major league average of 41.6 percent. In other words, he makes the pitch unhittable with a late bite that places the ball outside the plate or in the dirt much of the time.

Houston reliever Brad Lidge, recently demoted from the closer role, was once as dominant as any pitcher in the game with a slider that pushed his rate of strikeouts per nine innings to nearly 15 in 2004. While he's struggled mightily over the past year, his trademark offering is still effective with a Whiff Rate of .594, second behind Cabrera.

That rate also stands up as the second-most dominant pitch of any type overall. In fact, sliders make up the top three Whiff Rates from 2006, as the Cubs' Scott Eyre is third at (.515), just ahead of Hamels' changeup. Florida's Jorge Julio (.503) and the Cubs' Michael Weurtz (.503) round out the top five sliders.

But enough about secondary pitches. The most basic - and important - pitch in baseball is the fastball.

If we were to think of the hardest throwers in the game, Detroit set-up man Joel Zumaya would be one of the first to come up. His average heater hit a league-high 98.6 mph and he notched triple digits on the radar gun more routinely (261 times) than anyone else in '06. But does that velocity translate to missed pitches?

Indeed it does - although there were a select few that threw fastballs that were even tougher to get wood on.

For the second consecutive year, Arizona closer Jose Valverde led the majors in fastball Whiff Rate, posting a .315 in 2006. There's clearly something deceptive about Valverde's short, stabby arm action and low arm angle, visual features that only add to the difficulty of making contact with an explosive 94 mph four-seamer.

Valverde also threw 54.5 percent of his fastballs in the strike zone, a higher percentage than any of the top five fastball Whiff Rate leaders and well above the league average of 51.1 percent.

Perhaps the most interesting entry on the list is Chris Schroder, by any other means an also-ran reliever in the Nationals system who is currently pitching for Triple-A Columbus. Yet Schroder had the second-highest fastball Whiff Rate in the league last year at .313. Schroder has a similar arm action to that of Valverde's, but, interestingly, throws 3 mph slower (90.5), a velocity that is almost perfectly league average.

Dodgers closer Takashi Saito (.306) ranked third, trailed by the Mariners' J.J. Putz (.293). Zumaya (.275) rounded out the top five.

Another Cabrera tops the list when it comes to curveballs. Baltimore's Daniel, who throws the hardest power-curve in the game at 84.7 mph, also possesses the one that's most difficult to hit (.513 WR). We see a correlation between speed and Whiff Rate when it comes to the curveball, as fellow hard-throwers Francisco Rodriguez (.494) and A.J. Burnett (.453) come in at No. 2 and 3.

Two of the premier sinkerballers in the game, Webb and Derek Lowe, prove that a solid complement to a good sinker is a good curve as those two trail Burnett at .438 and .397, respectively. Webb, the NL Cy Young Award winner, was fittingly the only pitcher to appear in the top five for two different pitches.

So the next time a player, manager or GM comes up with seemingly exaggerated accolades for a pitcher's stuff, don't just take it at face value. A little analysis will most times prove it's just hollow praise. But sometimes, like in the case of Hamels, he just might be telling the truth.

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re:
interesting article. Thanks for the link. Not sure how Liriano didn't even get a mention in the article though.
Proud Hokie, Class of '98

by natsfan2005 on Apr 20, 2007 1:20 PM EDT reply actions   0 recs

I'd assume
Liriano didn't get mention due to injury.

When healthy he was clearly top 3 in the bigs when it came to downright nasty/unhittable stuff.

by hotshotschamp on Apr 20, 2007 1:22 PM EDT up reply actions   0 recs

um
best change up he's ever seen from a left hander?

I guess he hasn't watched johan santana the past 3-4 years.

by hotshotschamp on Apr 20, 2007 1:20 PM EDT reply actions   0 recs

idk
watching hamels pitch a few times so far, i'd say his changeup is comparable to santana's right now...give him 2-3 more years and i think he'll hold the title

by robcast23 on Apr 20, 2007 1:34 PM EDT up reply actions   0 recs

re
i've heard similar viewpoints.

seems like quite a few people think hamels change rivals johans

by god allah star on Apr 21, 2007 3:51 AM EDT up reply actions   0 recs

Better by Definition
Not that Johan Santana doesn't have a great change up, but empirical evidence says that Cole Hamels' was even better last season.  It wasn't too bad yesterday, either.

Very small sample, but Tim Lincecum began throwing his change up at the professional level this season.  I don't have the pitch breakdown for his third start, but in his first two outings this season he recorded seven whiffs on 12 pitches, for a 58% whiff rate.  Not too bad for a new pitch, even if it came only in AAA.

Cole Hamels had 23 whiffs on 115 pitches yesterday, as he recorded a major league season-high 15 strikeouts.  That's 20%.  Lincecum has the same exact whiff percentage on the season, with 53 misses out of 265 pitches.  AAA, of course, but still pretty good.

Hamels did slightly better than Lincecum's season with regard to percentage of batters struck out.  His 15 strikeouts came with just 32 batters, for a percentage of 47%.  Lincecum has struck out 28 of 68 batters on the season, or 41%.  In his last start, Lincecum struck out 11 of 22 batters, an even 50%.

by sharksrog on Apr 23, 2007 1:05 AM EDT up reply actions   0 recs

Intresting Article!
BUT... The reason that Hammels' rate is so high is because he relies on the change more than more players do. Most players who rely on it, Like Moyer, Glavine those types of guys throw it working off 85+ MPH stuff. Hammels is working off 94-92 where he sits. Not only that but from what I've seen of Hammels is breaking stuff is mediocre (against the Mets when i saw him Opening day he threw maybe 10 breaking balls all day). And He doesn't use it as an out pitch. However, what he does do it set up his change-up and use it whenever he can. Cole almost uses it like Maddux throwing soft on all most all 3-2 counts, or pounds fastballs until he can pull the string. Santana and most other great change-up pitchers also strike out batters using a variety of other pitchers where hammels only uses his fastball and change-up for the most part.

by Metty5 on Apr 20, 2007 1:34 PM EDT reply actions   0 recs

agreed
watched that game as well and i'd agree with everything you said

i was amazed that by the 4th or 5th mets batters still didn't catch on that in EVERY 3-2 count he goes change, which itself is pretty unbelievable

also agreed about the breaking ball, its a sub-par pitch at best...a friend of mine in philly noted that its barely ML average at best and more often than not he hangs it, leading to longballs

by robcast23 on Apr 20, 2007 1:37 PM EDT up reply actions   0 recs

but
his change is NASTY...

That is why the Mets can't adjust though. Going from 82 to 70 for Moyer is a lot easier than going from 94 to 73 for Hammels. Let a lone sitting on 70 and adjusting for 82 is much harder than doing the opposite for Cole.

by Metty5 on Apr 20, 2007 1:42 PM EDT up reply actions   0 recs

Response
I don't think it's so much that they weren't expecting the possibility of a change . . .it's just that Hamels hides it so obscenely well.

That's what makes a good change the most devastating pitch in the game. You can't lock onto it like you can with a fastball or breaking ball.

I think the time off may have hurt the development of the third pitch. Given some good health and time I think he's got a decent chance of putting it together. If that happens, watch out.

by mrkupe on Apr 20, 2007 6:49 PM EDT up reply actions   0 recs

disagree
<<Santana and most other great change-up pitchers also strike out batters using a variety of other pitchers where hammels only uses his fastball and change-up for the most part.>>

Santana uses mostly the fastball/change combo as well. His slider is meh.

ps: it's not just the hitters can't see the change coming, it has nasty break on it as well. And when you are worried about the change the 92-95 lefty fastball is even more nasty.

by pedrophile on Apr 20, 2007 4:22 PM EDT up reply actions   0 recs

Backward Proportion?
I would think that the LESS often a pitcher threw a particular pitch the higher his whiff rate would be.

At one extreme, if a pitcher threw the pitch every time, the batter would eventually not be fooled anymore and begin to make more contact.

On the other hand, if a pitcher threw the pitch just once, the batter almost COULDN'T be expecting it and would be EXPECTED to miss.

The more a pitcher throws a pitch would seem to make it more DIFFICULT to achieve a high whiff rate, not more LIKELY.

by sharksrog on Apr 23, 2007 1:09 AM EDT up reply actions   0 recs

What?!?
You mean max-effort relievers, pitchers new to the league, and pitchers who throw out of the zone have higher swing-and-miss rates than average?  Groundbreaking!

by limozeen on Apr 20, 2007 4:02 PM EDT reply actions   0 recs

I had the same thought
I don't understand how the article can make its conclusion while admitting that one reason Santana is more hittable than Hamels is because he throws more strikes.

by count sutton on Apr 20, 2007 11:48 PM EDT up reply actions   0 recs

yes
I think the most ridiculous articles stem from when someone comes up with a stat then uses it to make ridiculous assertions.

MY STAT SAID IT IT MUST BE RITE!

by limozeen on Apr 22, 2007 3:53 AM EDT up reply actions   0 recs

FIP
for me it's people using FIP to evaluate what someone should have had an ERA of.

FIP makes assumptions pitchers can't control balls in play. Someone should tell Derek Lowe, Wang, and Brandon Webb this.

by pedrophile on Apr 22, 2007 1:39 PM EDT up reply actions   0 recs

FIP has its place
Generally that place is a quick-and-dirty benchmark of performance.  It's fine for GB/FB neutral pitchers as an indicator, but you have to know its limitations (GB or FB heavy pitchers, Barry Zito).

by limozeen on Apr 22, 2007 8:44 PM EDT up reply actions   0 recs

Control of Balls In Play
Pitchers have a LIMITED control of Balls In Play.  Interestingly, two of the three examples you gave have given up at least a hit per ininng.  If they truly can control those balls in play, they should do a better job of it.  :)

by sharksrog on Apr 23, 2007 1:44 AM EDT up reply actions   0 recs

batting average
is only part of their control over balls in play.

Derek Lowe has low K numbers and yet had a good season. We know about Webb. Wang also had a good season even though everyone hates his peripherals.

Sure he gives up hits. He also doesn't give up much power, gets double plays, doesn't walk too much.

BTW - I consider HR's part of their control over balls in play. I realize BABIP doesn't include this but that seems to me to be cheating.

by pedrophile on Apr 23, 2007 3:09 AM EDT up reply actions   0 recs

Ridiculous?
I agree with you that it is ridiculous when someone makes ridiculous assertions based on a stat.  But that isn't what happened here.  It was the previous poster who drew the conclusion.  The article merely stated both that Hamels had a higher percentage of swing-throughs and that Santana threw more over the plate.

by sharksrog on Apr 23, 2007 1:40 AM EDT up reply actions   0 recs

Apples and Oranges
You're talking apples and oranges here.  The article said that Hamels had a higher percentage of swing-throughs than Santana.  Given that he gets batters to chase his change out of the zone more often, wouldn't that CONTRIBUTE to his high percentage?  You are trying to make a conclusion based on two separate facts and are applying them illogically IMO.

by sharksrog on Apr 23, 2007 1:38 AM EDT up reply actions   0 recs

Tim Lincecum = Whiffs x 3 Pitches
That was a great link.  Thanks so much for it.  Basically it showed that the best non-fastball whiff rates on any pitch were just over 50%.  The best whiff rate on fastballs was between 31 and 32%.

With that as a backdrop, Tim Lincecum's first two starts are once again confirmed as amazing.  In those two games Tim elicited whiffs on 40% of fastball swings, 50% of curve ball swings and 58% of change up swings.  We're talking AAA here, not the majors.  And we're talking only two games.  But each of those rates -- if extended over a full season and accomplished at the major-league level -- would rank at or near the top in each of Tim's three pitches.

And while I don't have the breakdown of Tim's swingthroughs in his third game because I only listened to it on radio, Tim had 11 strikeouts in that third game compared to "only" eight and nine in his first two outings.

In that third start, Tim dropped down to "only" 32% swing-throughs, although I don't have a breakdown by type of pitch.

In Tim's first three starts he threw 64% strikes, and 59% of those strikes were either called strikes or were swung on and missed.

Brian Sabean said yesterday that Tim would be called up to San Francisco "soon."  I wonder if he's sure Tim is ready.  Hopefully he's not waiting for Tim to improve his 0.00 ERA.  :)

by sharksrog on Apr 21, 2007 12:52 AM EDT reply actions   0 recs

hmm
Let's wait til the league catches up to Fernando and Cole before we crown their pitches BEST or MOST UNHITTABLE.

by limozeen on Apr 23, 2007 2:49 AM EDT reply actions   0 recs

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