Showing posts with label SP. Show all posts
Showing posts with label SP. Show all posts

Monday, September 1, 2008

Carpenter- a reliever????

It's being reported by many that Carpenter will return as a reliever when he comes off the DL. Is this the right thing to do with a pitcher who is coming back from injury? While plenty of injured pitchers have come back in a changed role, most of those happen over an off-season.

Carpenter went on the DL with a posterior shoulder strain around the second week of August. Since then, he's had trouble building up his arm strength and conceded on August 27th that he has residual weakness in his shoulder. He recently threw a 60 pitch bullpen session and reported no problems but converting him to a reliever may not be the best thing.

If he is used as a normal reliever, he is going to be up and down, used probably two to 3 times a week. This is quite a difference from normal starting fatigue pattern potentially. Normally the pitcher will get several days off (with a throw day) in between starts. Relieving does not allow that most of the time. So while the first several appearances may not show any effect, the more he throws in this pattern, the more likely he is to suffer from fatigue.

Fatigue is a real problem when he is already experiencing residual weakness. Fatigue will likely set in earlier and as a consequence, could increase the chances of injury as well.

I think what the Cardinals should do is "piggy-back" him with someone else. Have Carpenter start with a goal of 4-5 innings and then have a long reliever/6th starter type to come in for another 3-4 innings before turning it over to a normal bullpen. Could the Cardinals eventually do this? Of course they could. Right now though they are planning on him going into the bullpen so I will be interested to see how this plays out.

Friday, August 22, 2008

Clay Buchholz PFX

I have a new PFX article up at RotoSavants. I hope you check it out. I think that the switch in arm slot is his main problem, not any injury.

Monday, August 18, 2008

Billy Wagner breakdown

With the news coming out of the Mets organization that Wagner is experiencing elbow pain, fans are understandably worried about their championship chances. Most fans are worried that he will need Tommy John surgery, ending his chances of coming back this year and almost surely next year as well. Looking at the PFX data, I think the Mets fans and those in the organization might not want to hold their breath. Nothing is 100% conclusive but I am worried (he's on my fantasy team).

Injuries to the elbow are commonly said to effect control more than velocity so let's take a look at that first. Initially looking at the chart of % of pitches that were thrown, there doesn't seem to be any sort of general trend. I think this is somewhat deceiving though. The pitches that were recorded as balls were either 1) so far out of the zone that the batter was never going to swing in the first place or 2) the batter guessed wrong but the pitcher didn't hit his spot. Another result of the pitcher not hitting his spots (and therefore not having as good command) is the balls that were put in play.


Some pitchers do pitch to contact, however non of them want the ball to be hit hard. They either want weak pop ups or weak ground balls. That's where the 3rd chart come in. In the 3rd one the cumulative percentage of pitches that were balls or hit into play trended towards increasing throughout the year. There are two trend lines. The first flat one is a straight shot linear trend line. It's crude and ineffective for huge variences in numbers like these but it helps to show the general trend. The other trend line is a 15 period moving average. Common in financial analysis, it helps to show more of the trend over time while taking into account each individual case rather than the group as a whole. Clearly both of these lines trend more towards increasing amounts of pitches that are balls or are hit in play.

Is that part of Wagner's plan? Is he pitching to contact and letting his defense take care of things? The answer is no (sort-of). He started off well, giving up no hits but he has given up more hits over the last few months and that worries me. He does have period where he doesn't give up hits but he's given up hits more often. This data, when combined with the other chart, gives me the best indication that something is wrong. He is consistently missing his spots and he is getting hit hard when he misses those spots.



Is his speed any different? The answer is yes, but not in the manner that you would think with an arm injury. His average fastball speed has actually trended upwards throughout the year. This could be a compensation for the elbow/forearm woes. Commonly when a pitcher has elbow/wrist pain, they end up throwing the pitch harder in an attempt to get more movement on it. Most of the time this is not the proper way as movement is commonly tied to hand/wrist/forearm motion. Therefore you could see a general trend upwards in end speed with an elbow injury.

Which leads me to vertical movement, one of the key things scouts look for. Here is movement is also depressed relative to where it was earlier in the year. Each of his pitches are losing vertical movement over time.



Last but not least, his release point has consistently changed throughout the season. It varies widely throughout the range between a little over 4 feet to close to 5.5 feet.



So after a long post, what can we see. We see a pitcher who is losing his command and control while also losing movement throughout the year. He's throwing his fastball harder, possibly in an attempt to compensate for the drop-off in movement. Finally we see a pitcher who's release point is only consistent in the fact that it is inconsistent. To me that spells trouble, especially with the news that his elbow is now hurting.

Monday, August 11, 2008

Would the real Huston Street please stand up.

Over the last couple of months, Huston Street has completely disappeared. He's been extremely inconsistent and many times horrendous. Since June 20th, he's been in 17 games with an ERA of 7.11 giving up 15 ER, 12BB, 14 K, and 26 Hits in only 19 IP. He has blown the lead (either blowing the save or losing the lead) 6 times since that time.

In the previous 29 appearances, he only gave up the lead twice, with giving up 11ER and 8BB, 35K, in 31.1 IP. He gave up 22Hits in these 29 appearances.

K/9 of 10.12 and a BB/9 of 2.32 before
k/9 of 6.63 and a BB/9 of 5.68 after

That's quite a difference in control.

What's causing it though? I personally believe he's injured or in a "pre-injury" period where the body isn't functioning properly but there aren't any symptoms. Looking at the PFX data only confirms what's I'm fearing.

To me I want to show the most damning pieces of evidence first. I want to look at the vertical movement over his season to see if there has been any drop off.






You can clearly see in all 3 graphs there is a general downward trend in the vertical movement of his pitches, especially his change-up and slider. This is a very bad thing. The pitches are basically coming in on a straight plane and there is a much less of an adjustment that the hitter needs to make. Eventually they'll start coming in like a batting practice pitch and of course it's going to leave like it too.



His pitches are also slowing down but not nearly as dramatically as the downward trend of the vertical movement. His fastball pitch is slowly decreasing which is not a good sign.

Next, I want to look at how many pitches he's throwing in each outing.

Ever since the middle of the season his pitch counts are basically trending upwards. He's less efficient, getting hit harder, and not being as effective as he should be. Going along with this you can see the general upward trend of the percentage of pitches that were thrown for balls. This means he's losing his control of his pitches, which is often a sign of injury.

Throw all of these together and to me it's troubling. I think there is something going on. It may be fatigue, but it may also not be fatigue. It could be an injury that we don't know something about. It could be a trunk injury, it could be a shoulder injury, or it may be an elbow injury.

Saturday, August 9, 2008

Buy Low/Sell High August 9th (Jorge Campillo/Jeff Karstens)

Buy Low: Jorge Campillo

BABIP K/BB PTO% QuickERA ERA Dif P/IP FIP
0.274 3.860 29.9% 3.98 -1.146 14.76 3.47 2008
0.372 1.500 24.43% 5.52 1.232 17.82 5.40 2007
0.4 1.00 19.35% 4.48 10.949 20.00 3.72 2006
Jorge has been up and down throughout the season but there have been signs in the past and the present that he can continue what he is doing. His control is excellent this year and it as often been said that this is very important when comparing as well as HR/9. His HR/9 for the year is a nice 0.75 which leads me to believe that he has made good strides to becoming an above average starter. I also like the much better pitch efficiency as P/IP is also a very good indicator of a pitcher 's success.

At this time of year it's a little harder to trade because most people are either in it or losing interest and not wanting to put in the time to make their team better. Hopefully your league isn't like this so here's 3 trades that were made recently.

08/07/08Campillo, Jorge RP ATL for
Marte, Damaso RP NYY

08/07/08Campillo, Jorge RP ATL for
Gonzalez, Mike RP ATL

08/06/08Campillo, Jorge RP ATL for
Hanrahan, Joel SP WAS

Sell High: Jeff Karstens

BABIP K/BB PTO% QuickERA ERA Dif P/IP FIP
0.163 1.200 26.6% 5.59 -5.592 14.27 3.40 2008
0.39 0.560 17.74% 7.31 3.738 20.75 8.11 2007
0.238 1.60 26.64% 5.68 -1.883 14.07 5.05 2006

Jeff has received a lot of attention because of the NY infatuation and the near perfect game for the Pirates. This is the perfect time to get rid of him while his name has been out there and his numbers for the year look so good. He's so very young at this point that he is still very raw and will probably take a couple of years to really help you out. Even though his FIP is at 3.40 his k/bb is under 1.5.

08/02/08Karstens, Jeff SP PIT for
Lilly, Ted SP CHC

07/31/08Karstens, Jeff SP PIT for Cook, Aaron SP COL

08/09/08Dempster, Ryan RP CHC for
Karstens, Jeff SP PIT
Price, David SP TB
Volquez, Edinson SP CIN

Tuesday, August 5, 2008

Examining what separates great pitchers from above average or average ones using Pitch FX

So this was planned for yesterday afternoon, but of course my computer started having problems so I couldn't upload it.

The question comes up often, at least in my mind, what makes an elite pitcher so good. Why is it that year in and year out, he can consistently be that much better than the other pitchers in the league? So of course, that’s what I set out to prove and it’s why I haven’t had a full update in a couple of days.

To start off, I think I need to explain how I broke down the pitchers into groups. I chose 3 groups (Elite, Above Average, and Average) and focused only on the #1 pitcher on each team according to CBS Sportsline. From here on out when I say an elite, above average, or average anything, it is not to be compared pitch to pitch. Those descriptions are for the groups that they belong to. I chose only right handed pitchers in order to simplify the graphs and also because some people have noted that many left handed pitchers have different mechanics than right handed pitchers. Thus, in order to make this as close to a uniform sample as possible, I chose only the right handed pitchers. I chose the groups based on the research by Derek Jacques using ERA, IP, W, L, BB, K as a basis for what category that pitcher is in.

Pitch Type Category End speed
CH Above Average 76.826

Average 76.362

Elite 77.378
CU Above Average 67.116

Average 70.121

Elite 72.487
FA Above Average 82.761

Average 83.652

Elite 85.349
FC Above Average 80.897

Average 81.827

Elite 81.627
FF Above Average 80.343

Average 82.5

Elite 83.626
FS Above Average 81.067

Average 74.5

Elite 78.182
SI Above Average 84.797

Average 79.417

Elite 83.08
SL Above Average 76.086

Average 78.027

Elite 77.772

You can see above that an elite fastball is at least 2 MPH faster than the other groups giving them a definitive advantage when compared to others. Interestingly, the average has a higher end fastball speed than the above average ones. The key though is comparing this speed to the end speed of the off-speed/breaking pitches. The difference between an average changeup and his fastball is about 6 MPH while an elite pitcher’s is almost 8 MPH. For a major league hitter this is a huge difference, especially when located well. The same differences show up again with the slider vs fastball comparison. An elite difference is about 8 MPH, an above average difference is 6 MPH, and an average pitcher difference is only 5 MPH. To give you an example of how much of a difference this is to MLB hitters, an elite fastball reaches the plate in about .48 seconds while an average one reaches it in .49 seconds. For every hundredth of a second, it equals 6 inches less distance the elite pitcher gives to a hitter. This hundredth of a second is the equivalent of 6 extra inches to recognize the pitch.

The difference from changeup to fastball is greater. An elite pitcher has about a 3.2 foot advantage over the hitter with the speed difference. An average pitcher only has a 2.7 foot advantage. That is quite a difference. Imagine the difference of seeing the ball all the way to the bat compared to blinking your eyes at the end while trying to hit the ball.

There are two other things that really make an elite pitcher as good as he is, controlling his pitches and getting good movement on them. The next 3 graphs give different views, one from the side, one from top and one from the catcher’s point of view. They are broken down by pitch with each category of pitcher color coded. We’ll review each of the perspectives separately. We will also at times be referring to the speed chart above.

Catcher Perspective

Starting off with the catcher’s perspective, the movement on the fastballs of the elite group and the above average group are basically the same. Remember the difference in speed though, close to 2.6 MPH. The average pitching group appears to be slightly more vertical than the other 2 groups even though it is skewed over to the right. The curveball of the elite and above average group again, match up almost exactly. The average curveball approximates this as well. The curveball speeds are also somewhat telling but slightly intriguing as well. The average group curveball and the elite group curveball have basically the same speed difference (13 MPH) from the fastball, while the above average group is slightly slower (15 MPH).

Most of the other pitches also approximate each other but there are two that really stand out. The changeup, specifically, differs greatly from each other. The elite group starts out matching the above average trajectory, but it continues to move towards the outside part of the plate. The above average and average group though seems to focus their changeups on the inside part of the plate. The average trajectory of the changeup is much more vertical than the other ones. The other quite difference pitch is the FF, which you can see has quite a bit more movement on it than the other groups.

Top View

This view is much better at viewing the side to side motion of the groups. All of the initial release points are at the top of the charts, so a right handed batter would be standing on the left hand side of the chart.

The elite group has much more movement horizontally than others especially on his fastball and changeup. The movement of an elite FF has really late break in the last 20 or so feet. All of the average pitches exhibits less horizontal movement from this view.

Side View

This will help show the amount of drop in a pitch from each group. Many scouts are much more concerned with the vertical movement of a pitch than horizontal movement. There are several pitches here which really show the differences between the groups. The change-up, sinker, and slider all exhibit more drop than their counterparts, especially the slider and the sinker.

Pitcher perspective


In this 3-D perspective, we can see the other perspectives coming together. We can see just how much more movement the elite pitchers have over the other 2 groups. Those pitches mentioned above really get brought to our attention by how far they cross over.

Summary

I think this helps to explain some of the differences between elite pitchers and others. Speed to a large degree cannot be taught. Movement to a certain degree cannot be taught either. To me, when evaluating players, if a pitcher exhibits these characteristics noted above consistently, they are much more likely to be an elite pitcher than those who don’t.



Saturday, August 2, 2008

By Low/Sell High August 2nd (Brandon Inge, Gil Meche)

Buy Low: Brandon Inge

Key Stats:

Pitcher:

BABIP

K/BB

PTO%

qERA

ERA Dif

P/IP

FIP

Hitter:

BABIP

P/PA

BB/SO

GB/FB

HR/FB

2008

0.200

4.08

0.46

1.204

18.37%

2007

0.231

4.24

0.31

1.281

12.28%

2006

0.235

4.13

0.34

1.250

19.29%

Now that Pudge is out of town, Inge is going to take over catching duties full time. He’s probably better than several options that many owners have out there. Even though his historical BABIP is low, it’s lower than normal but all of the other peripherals are normal. I think he’s better than many options out there but I definitely wouldn’t give up too much for him.

Inge, Brandon 3B DET for Span, Denard OF MIN

Inge, Brandon 3B DET for Aurilia, Rich 1B SF

Inge, Brandon 3B DET for Blanton, Joe SP PHI

Sell High: Gil Meche

Key Stats: 

Pitcher:

BABIP

K/BB

PTO%

qERA

ERA Dif

P/IP

FIP

Hitter:

BABIP

P/PA

BB/SO

GB/FB

HR/FB

2008

0.296

2.300

26.5%

4.52

-0.299

16.99

3.97

2007

0.301

2.520

26.83%

4.23

-0.556

16.56

3.96

2006

0.298

1.86

26.44%

4.58

-0.100

17.67

4.57

Gil’s peripherals across the board are bad and it’s only time before everything will collapse. His latest string of good starts came at a time when all of the teams he was facing were struggling. Even though the BABIP is normal, all of the others are worse than last year. Again, not likely to get a kings ransom but you could easily get something to help you down the stretch run.

Meche, Gil SP KC for Pena, Carlos 1B TB

Drew, J.D. RF BOS and Meche, Gil SP KC for Webb, Brandon SP ARI

Meche, Gil SP KC and Pierzynski, A.J. C CHW for Shields, James SP TB