Wednesday, September 22, 2010

Valencia's power generation


Since his arrival in early June, Danny Valencia has sustained a very solid batting average and supplemented that with an equally outstanding on-base percentage (buoyed by batted ball inflation but will discuss that this offseason). His fairly compact, contact-oriented swing produced numerous line drives and several that ran the gap for extra bases helping elevate his slugging percentage to respectable levels. Still, like his numbers in the upper minor leagues, home runs were hit at a premium.

In his first 257 plate appearances with the Twins, Valencia socked just a pair of round-trippers – this coming after not hitting any in Rochester in another 202 plate appearances. Suddenly, over the course of the past five games and 20 plate appearances, the third baseman has tagged opponents for three home runs, giving the Twins an added long ball threat in the lower part of the order as of late.

Here we see Valencia’s isolated power average steadily rising as the season progresses:


Prior to last night’s game, FSN’s sideline reporter, Ron Coomer, offered his analysis of Valencia’s swing mechanics, noting that the key to his recent power bender has been the rookie’s ability to make contact out in front of his body therefore leveraging his lower half of his body and generating more torque to launch the ball deep into the September night sky. Said Coomer: 
“The thing that he has been doing lately is he’s been catching the ball out in front. Great stiff front side, great extension with his head snapping down. When he’s hitting the ball out front, he’s driving it out of the park.”
Coomer’s observation of Valencia’s leverage is spot-on however the FSN commentator overlooked a critical element that has been a large factor for his surge: his leg kick. 

Prior to the Cleveland series, Valencia had a muted leg kick. While at a slight open-stance, the righty would make a small step towards the plate, then rock back on his front foot while keeping his toe planted with the exception for a small lift to transfer his weight back. From this side view during a game against Seattle in August, here is a shot of the apex of Valenica’s loading:


This was Valencia completely loaded and beginning his drive towards the ball.

Now compare that to his more recent swing in which Valencia lifts his front leg and drives forward at the pitcher – generating added power from his legs then he had down in the past:


Clearly, this shot, captured during his home run against Jeanmar Gomez on September 20th, reveals that Valencia his loading his weight significantly better leading to his ability to drive the ball out in front of his body with that aforementioned leverage noted by Ron Coomer. This lower-half shift helps generate additional power that his previous mechanics which are heavily reliant on his upper body.

The following night, on September 21st, Valencia drove in a pair of runs on a single, we were privy to another angle of this revamped mechanics to compare to the previous version. Back in August, we can see how little of lift Valencia used in his front leg:


Comparatively, here’s the same angle before his single in September:


The early returns for Valencia’s adjusted mechanics are favorable. His keen batting eye and connectivity have been complimented with a fusion of power, helping give the Twins a very deep lineup. He’s hitting the ball with more vigor and, with the playoffs looming less than two weeks away, the timing could not have been better for Valencia. 

Tuesday, September 21, 2010

Brian Duensing's very good slider


After slipping into the rotation in late July in the place of an ineffective Nick Blackburn, Brian Duensing has provided the Twins with nothing less than consistent performances. Thus far, the 27-year-old has helped the team continue the second-half surge by supplying an 8-3 record in his 11 starts. Although last night’s outing against Cleveland witnessed his control wane throughout his six innings of work -- as evidenced by his four walks -- for the most part the lefty kept the lineup off-balanced to scatter three earned runs on six hits, recording his seventh victory as a starter.

How does a pitcher like Duensing, who doesn’t have overwhelming velocity and pitches to contact, manage to procure such a solid 3.99 xFIP?

Admittedly, there is an element of luck (or rather, things going his way) in his limited capacity this year. First, Duensing had the advantage of being a situational lefty for an extended period helping pad his statistics in favorable match-ups in the first-half of the season. Also, considering that his left-on-base rate of 82.8% is well-above the league norm of 72.1% in addition to a tidy .275 BABIP contrasting with a .302 league average, one can easily conclude that the long-term results will probably not jive with his current output.

Breaking down his batted ball statistics further, we find that the southpaw has had the benefit of some extraordinarily good defense when it comes to grounders. As a groundball-leaning pitcher (51% groundball rate), Duensing has been supported by a miniscule .199 BABIP on those grassburners while the remainder of the league has an average of .234 on those as well. This is a testament to the above average up-the-middle combination of J.J. Hardy and Orlando Hudson who have, for the most part, been healthy in the second-half of the season. Eventually, even with the middle infield guardians with his back, this number will likely equalize resulting in a few more hits and fewer runners stranded on base.  

Of course, there is also little indication that he will regress that hard either.

Part of the reason for what makes him such an effective pitcher is his possession of a very good slider. When the announcement was made that Duensing would move to the rotation, Fangraphs.com analyst (and former Inside Edge writer like myself) David Golebiewski relayed that back in 2007, Baseball America graded out all of his pitches to be “average or a tick above at times.” While there may be nothing devastating about his slider visibly (unlike Francisco Liriano’s which bends both space and time), the numbers clearly indicate that Duensing’s offering is better than advertised (or, at least, better than perceived).

According to Fangraphs.com’s Pitch Value, Duensing’s 12.7 runs above average on his slider is the fifth-best among AL pitchers with a minimum of 100 innings. What’s more is that only Liriano (21.7 runs above average) and New York’s CC Sabathia (15.5) are the only two left-handers with better totals on their sliders.

When he was mainly working to lefties out of the bullpen, Duensing demonstrated that he was extremely tough on his wrong-handed brethren – particularly with that slider. Lefties have been fortunately enough to hit just .102 (224 OPS) off of his slider, missing on 44% of their swings (versus a 31% league average in that category). This continued into his starting role as opposing managers recognized how lethal he can be on the lefties and has since seen a reduction in the amount of those match-ups.

This is fairly comparable results to the damage Liriano has inflicted with his slider:

Duensing & Liriano’s Slider: Side by Side Comparison

OPS
Chase%
Miss%
Well-Hit Avg
B. Duensing
272
35
40
.148
F. Liriano
436
45
47
.117
League Average
614
31
31
.167

Naturally, there is plenty of difference in the duo’s sliders and their deployment. While Duensing avoids throwing his to righties (13% of pitches), Liriano has no qualms tossing his (29% of pitches). Likewise, Liriano favors his pitch whenever he has two-strikes (51% thrown with two-strikes) on a hitter while Duensing still uses his fastball more frequent over his slider (27% thrown with two-strikes). Physically, while Liriano’s pitch is thrown at a greater velocity (85.9-mph) than that of Duensing’s (81.6-mph), Duensing’s slider has a greater vertical drop and a bit more pronounced horizontal movement on average according to pitch f/x.

So while Liriano’s slider is obviously the crème-de-la-crème of baseball, Duensing’s slider has been outstanding in its own right. As the Twins start planning on the postseason rotation, they have two very formidable left-handed starters capable of silencing left-handed bats – be it Carl Crawford, Carlos Pena, Robinson Cano or Curtis Granderson – providing an advantage in the short series.

Friday, September 17, 2010

Nick Blackburn has it figured out.


While the list of second-half heroes for the Twins is expansive and growing with each series, another late addition to that catalog deserves recognition.
Nick Blackburn started the year signing a four-year extension and demonstrated his appreciation by getting lit up in the season’s first month. A reassuring May was followed by an equally disappointing June and by July, the financially-secure Blackburn was suddenly a candidate for a demotion.
Reports emerged that Blackburn was not following his pitching coach’s instructions and not changing speeds adequately. As you can see from the velocity chart below, Blackburn’s velocity range was muted in comparison to his two previous seasons in a Twins uniform:

Hitters jumped all over his stuff in July and were waxing the ball all over the field. Without his groundballs abilities, Blackburn was like a hiker without a compass – he was lost. In all, the right-hander tossed 104 innings, allowing 19 home runs coupled with a pitiful 35-to-27 strikeout-to-walk ratio.
After being shuttled to Rochester in late July with explicit instructions to “figure it out”, Blackburn has shown that he has definite solved his problems. Since his return, Blackburn has worked 31.2 innings, allowed just six earned runs (1.71 ERA) and has posted a 20-to-7 strikeout-to-walk ratio. His results since his recall have been that much more impressive considering the injuries to Scott Baker and Kevin Slowey could have placed the team in peril during the playoff push.
What had made this all possible is that the groundball pitcher rediscovered how to incite groundballs again: 

The catalyst behind this scorched earth increase is basic – Blackburn is showing hitters a variety of speeds rather than inundate them with the fastball.
Nick Blackburn’s repertoire:
 
Groundball%
Fastball%
Changeup%
Slugging
April-July
49.6%
67.3%
12.0%
.561
August-Present
55.8%
60.9%
20.9%
.259
Because he is opting to throw more off-speed pitches, opponents are no longer squaring up on his two-seam fastball. Instead, they often find themselves out-front on a swing and wind up beating the ball into the ground rather than elevating the pitch as they did when Blackburn was extremely transparent in the first half of the season.  
In addition to the groundballs, this approach has also led to a greater influx of swinging strikes. In the first half, Blackburn’s failure to get any hitters to miss his pitches was puzzling. While he was never a swing-and-miss type pitcher, in the past Blackburn managed to keep his swinging strike rate near the league average (10% career rate heading into 2010). By the end of July, Blackburn had inspired only 3% of total swings to miss, well below the 15% norm. Since the return, the righty has prompted 8% swinging strikes – leading to a respectable 5.8 K/9 ratio in that time.
While the Twins look to reduce that Magic Number, Blackburn will take the rubber again tonight against Oakland - a team that had throttled him for five runs on 10 hits in 2.2 innings in June. Clearly, this is not the same Blackburn that faced the A’s at the beginning of the summer and because of his swift turnaround, Blackburn has undoubtedly earned the consideration for a postseason starter.

Monday, September 13, 2010

Why did Flores favor his fastball?


In the bottom of the 11th on Saturday night’s tryst with Cleveland, Ron Gardenhire summoned left-handed specialist, Randy Flores, out of the pen and deployed him to dispose of the Indians’ two high-profile lefties in Shin-Soo Choo and Travis Hafner. Only Flores, the pitcher claimed off the Rockies roster in August to specifically retire left-handed opponents, failed to meet his job description. 
Favoring his fastball, Flores allowed back-to-back singles by Choo and Hafner and quickly put the Twins in jeopardy of potentially losing two consecutive games to the lowly Indians. Only a well-concocted and executed defensive play combined with Matt Guerrier’s pitching saved Flores from being responsible for allowing what would have been the winning run to reach base.
According to La Velle E Neal, the manager took exception to Flores’s decision to throw fastballs to the left-handed pair rather than his slider. “If I wanted a fastball thrown I would have put a right-hander in,” commented Gardenhire. La Valle continued by saying:
A White Sox scout here said [on Sunday] that all the scouts in the stands were wondering the same thing. Twins catcher Joe Mauer was calling for breaking balls but Flores was shaking him off. Flores told Gardy that he had been giving up hits off his breaking balls lately.
When thrown effectively, sliders will break out of the zone down-and-away from opponents and incite either empty swings or weak contact on out-of-zone balls. By not having the confidence in his slider to throw it to Choo or Hafner, Flores made the admission that his ability to retire hitters has greatly diminished. Since his acquisition he’s only been asked to take care of 13 batters, eight of which were left-handed. Of the eight, he has now only successfully retired one.
What was Flores's reasoning behind not throwing a slider (or curve for that matter) under those circumstances to Choo and Hafner?
"We talked about it,'' Gardenhire said. "He told me he was being really stubborn because he's given up a couple hits on breaking balls. So he went out there and was stubborn."
Admittedly, Flores does have an acute self-awareness as his last three sliders that have been put into play have resulted in hits. Left-handed opponents are slugging .615 against his slider this year as well – the second-highest mark among southpawed relievers – so his decision to shake off Joe Mauer has merit. Meanwhile, same-sided opponents have slugged just .333 off of his fastball. Then again, even with that sort of logic, this behavior does not appease the manager:
"That's really overthinking," Gardenhire said. "He really wants to be part of this and do his job but you can't overthink these things."
When the Twins picked up Mahay from the Royals late last year, the first thing they did was convince him to throw his slider more frequently. Mahay went from dishing out his slider just 19% of the time while in Kansas City to chucking it 32% of the time in Minnesota. Not surprising, his batting average allowed dropped from .321 to .216. Unlike Mahay, whom the Twins were successful at persuading him to throw his slider regularly, Flores does appear completely onboard with this policy.
Of course, not throwing this pitch would make him an outsider among the bullpen ranks as the Twins relievers serve up more sliders than your standard White Castle. Among the 32 teams, Minnesota’s bullpen tosses sliders 28.2% of the time – the second most in baseball behind the Chicago Cubs. Dating back to 2005, the Twins have been at the top of the league in amount of sliders thrown. Clearly, this is a philosophical decision to have relievers that favor this type of pitch. Which is presumably why Gardenhire was upset over Flores's decision to shake off Mauer: The Twins have a gameplan and would like their pitchers to execute said gameplan.
What’s more is that it works for them. Using Fangraphs.com’s Pitch Value total (more information on that statistic here), the Twins’ relievers are 35.8 runs above average when throwing their sliders which is the best in baseball. This is an outstanding figure, meaning that the Twins are retiring a lot of their opponents when using this pitch. But for his part Flores has been a detriment when throwing his, contributing -1.2 runs to the total when throwing his slider since coming over to the Twins.
Needless to say, this appearance and the ensuing response from the manager may have a seriously negative effect on the 34-year-old lefty. With left-handers Jose Mijares and Brian Fuentes both returning from injuries and both being better options to retire lefties, Flores’s window opportunity to demonstrate that he can be useful component on the team’s playoff roster may have closed on Saturday night.

Wednesday, September 08, 2010

Hardy will be back next year

In last night’s 10-3 routing over the wayward Kansas City Royals, the Twins had limelight contributions from key players like Delmon Young and yet (another) epic blast by Jim Thome. Perhaps overshadowed by the two sluggers were the three RBIs provided off the bat of shortstop J.J. Hardy.

To be frank, Hardy’s first season as a Twin has been one that has been all kinds of enigmatic.

When the Twins received Hardy, they acquired a downgraded product. Hardy’s swing was a hot mess and he was shipped to AAA in the Brewers organization to work on his approach in 2009. Convinced they could attend to Hardy’s mechanical needs, the Twins were willing to take on the challenge of rebuilding what was once an elite shortstop. The implemented changes are very apparent but the actual results have been very much connected to his health in what has been a segmented season.

In his first segment, from the beginning of the season until May 4, Hardy demonstrating little in the way of on-base abilities but managed to drop a few bombs and collect several doubles on his way to a .250/.299/.400 start. A bruised hand, gained when Hardy was sliding into third in Detroit, sidelined the shortstop of a portion of time in the early going and potentially stymied his progress with the new mechanics.

After the breather, Hardy came back at the end of May only to figure out that his wrist was still not yet 100%. In those 40 plate appearances, Hardy recorded just five hits and one extra base hit (a double). Concerns over the wrist landed him on the disabled list for the second time in the season.

Unlike his initial stint on the DL, Hardy was given the opportunity to heal (along with a refreshing cortisone shot), and his return during the Fourth of July weekend proved to be the jumpstart he needed to make everything click at the plate. Since his July 3 return, Hardy has batted .303/.353/.428 with a pair of home runs and 11 doubles in 172 plate appearances.

Hardy’s truncated season can be viewed in a myriad of ways. If you are looking at the sum, obviously the numbers are disappointing. His overall .262/.312/.383 batting line is a far cry from the anticipated return to his pre-2009 form. At the same time, when you consider the advancements the 27-year-old has made adapting to refurbished mechanics as well as battling through injuries, Hardy’s season is much more reassuring that he can be an above average offensive contributor out of a historically defensive-oriented position.


J.J. Hardy’s Split Season

BA
OBP
SLG
WPA
First Half
.226
.268
.340
-.548
Second Half
.305
.362
.435
.118


Above all, Hardy’s first-half of the season presumably lowers his earnings potential that he could have achieved had he posted numbers similar to his second-half throughout the duration of the season. While he might make upwards of $6 million in 2011, it may prove to be a solid value. No doubt, the Twins will have J.J. Hardy at short again next season, even with the opportunity to non-tender him and skim some off the future payroll.