Consistency Factor
Hey everyone, I'm a regular poster at the Mets SB Nation site, Amazin Avenue. I know i know, you don't like me and I don't like you. But I put this little case study together and thought you guys might be interested since there's some pretty interesting NL Central info in here in addition to the Oliver Perez stuff.

In honor of Oliver Perez week, I figured I would try to wrap up this case study on consistency. For anybody who missed it, I took a shot at quantifying start to start consistency, or what I'm calling Consistency Factor (CONF), for pitchers a few weeks back in this post. It was enlightening but the results just didn't seem quite right. So I've made some tweaks, basically utilizing Bill James Gamescore to evaluate each game started instead of WPA.
A brief refresher for those who missed the original post or forgot how it worked: Basically I evaluated a pitcher's starts individually (using Gamescore) and then took a Standard Deviation of those 30-something starts. The higher that #, the higher the range a pitcher regularly pitches within thus the lower his consistency. So lower = better. However, this # does NOT relate to how effective a pitcher is. A pitcher can have the worst CONF but still be very good, all it means is that he doesn't pitch consistently from start to start.
I compiled the CONF #'s from 2008 as well as the last 3 seasons totaled for every qualifying NL starter. However, before we dive into all of those #'s, here's a nice visual breakdown of this idea using, who else, Oliver Perez:
So as you can see, each point represents a start measured in Gamescore (high=good low=bad), the gray area represents 1 Standard Deviation away (in both directions) from Oliver's Mean (which happened to be a Gamescore of 51.65). In english, the blue points are each start, the gray represents the average range where he usually pitches and the red baseline is the level of his average start in 2008.
Now let's take a look at another pitcher for some perspective. How about Tim Lincecum:

First of all, Lincecum's Mean or average start is obviously higher (Gamescore: 62.06), the guy did win the Cy Young. (For reference, a Gamescore of about 50 represents Replacement Level) More importantly for us, Lincecum's starts are packed much more densely within his average range than Oliver's. Only a handful of starts fall outside of the gray area whereas Perez has many more fall outside. As a result, Lincecum's Average Range is smaller, which represents less variation and higher consistency.
As far as the most important figure that we can draw from these graphs, its that Standard Deviation I mentioned that makes up the gray Average Range. This is the figure that represents Consistency Factor. For Lincecum it's 13.18. For Perez, it's 17.08. The league average is around 16.

So now that we can kind of visualize where these #'s come from, lets look at the results. I grouped all NL starters (who pitched at least half a season in '08) by team and I've got all the teams here so lets look at them by division, East first of course:
Well theres a few interesting things we can see here:
- We already knew that Johan was awesome, now we know hes consistently awesome
- Apparently Maine & Redding are very consistent as well, although Perez, Livan & Pelfrey are not
- However, Oliver Perez: not that inconsistent...at least not as much as many of us would think
- Brett Myers on the other hand...ugh
- However, Cole's about average and guy's like Moyer & Blanton are really only valuable because of their consistency
- And damn, we all know Josh Johnson is going to be great but hes already pretty damn good (though to be fair this was based on only half a season of starts)
- Another surprise, Daniel Cabrera wasn't bad at all in '08
Onto the NL Central:
- The Cubs have a remarkably consistent staff...
- ...except for Carlos Zambrano who is officially THE least consistent starter in the NL
- Surprisingly consistent seasons from the 2 young Reds rookies especially Volquez, not so much from their 2 vets though
- As usual Paul Maholm is quietly very good
- And a shockingly consistent season by Todd Wellemeyer and that came in only his first season in the rotation
And finally the NL West:
- 2 more young guys with surprisingly consistent seasons in LA, not so much for Hiroki Kuroda
- What's the only difference between the Giants rotation and a roulette wheel? Tim Lincecum
- SI product Jason Marquis, very nice
- Surprisingly high from Webb, even more from Garland who is known for his consistency
- And a perfect example of what I said earlier about consistency not always equaling performance, Kevin Correia the NL's most consistent crappy pitcher (Gamescore Mean: 43.63...ugh); looking at these #'s, it's amazing he is still in a Major League rotation today
And last but not least, here are the rankings of the best and worst performers of 2008:
- Redding on the Top 5 (3 Year) list, I didn't expect that
- And John Garland on the Bottom 5 (3 Year) list, I bet people would have had him pegged as super consistent not the other way around...
- Another supposed "Mr. Consistency", Derek Lowe finds himself on the Bottom 5 (3 Year) list
- And yes, Oliver would have been on that list too but I gave him a little home-cooking if you will by excluding that bizarre stretch in '06; basically I'm just evaluating him in his time with the Mets
So I hope this has been enlightening. At the very least I figured it would break up the interminable dross that we've witnessed in the FanPosts recently. Just as last time, I apologize for the high level mathematics and such but thats the breaks.
I set out to disprove the myth of Oliver Perez as "Mr. Inconsistency" and I think I've done that. That title definitely goes to Carlos Zambrano. Perez is definitely on the higher end but even if I included all of the #'s, he's not as bad as the media portrays. I think a lot of that mindset derives from how he can be so inconsistent in-game or inning to inning rather than game to game, which definitely is no myth. That would be another interesting case study but thats another story for another day. As far as what this means to his overall performance, not too much because he's obviously been terrible this year anyway. But at least he's been consistently terrible...
2 recs |
12 comments
Comments
More power to you guys who get into this kind of thing but I just can’t stomach it.
by KC Ryan on May 3, 2009 5:29 PM EDT reply actions 0 recs
same here.
"Ohhhh Shit."-Bobby Cox, 3/28/09
by 10-4 on May 3, 2009 7:58 PM EDT up reply actions 0 recs
The thing about this…it doesn’t distinguish whether or not a pitcher is consistently good (Santana) or consistently bad (Redding). Interesting nonetheless, thanks for sharing
4/24/09 NEVER FORGET THE SWAGGA IS BACK BABY
President, CEO, and chairman of the Brandon Jones fan club
by bigjoe on May 3, 2009 5:35 PM EDT reply actions 0 recs
Interesting Story
Good data and thanks for adding to civil dialogue between competing fan bases.
You spend a good piece of your life gripping a baseball and in the end it turns out that it was the other way around all the time.
Jim Bouton
by Mike de La Hoz on May 3, 2009 7:46 PM EDT reply actions 0 recs
Very thorough, interesting study. The only problem I have with it is that if a guy throws an unbelievable game it adds to his inconsistency. I think that your consistency factor could be improved if you lumped all gamescores above a certain number into one category and gave them all the same number. So then only the poor starts add to inconsistency. Just nit-picking though; very interesting.
To Hell With Georgia!
by tgriffith3 on May 3, 2009 9:11 PM EDT reply actions 0 recs
"Wow. Graphs and charts...
…somebody’s really been doing their homework. Looks like USA Today."

Oh, Bobby.
by sdp on May 3, 2009 10:02 PM EDT reply actions 0 recs
Two nations at war...
and this sharing of information??? It must be misleading, I willn’t accept it…JK, jk, nice post…for a fa…Mets Fan.
...catsports...
by bwellnjonesco on May 4, 2009 8:51 AM EDT reply actions 0 recs
"I know i know, you don't like me and I don't like you."
I like you.
If Dunn walks 30 fewer times, he'll drive in 15 more runs. This is thanks to the scientifically proven formula: RBI = (this is nonsense) (I made it all up).
Here's a stat: Wins as manager: Dusty Baker, 1,162; Bill James, 0.
by TradeAndruw on May 4, 2009 10:02 AM EDT reply actions 0 recs
+1 for Super Troopers reference
"Ohhhh Shit."-Bobby Cox, 3/28/09
by 10-4 on May 4, 2009 10:23 AM EDT up reply actions 0 recs
Oliver Perez trained by Glavine
I saw Glavine giveing OP instruction during his rookie year in Atlanta by your account G mans number are slightly better.
by bravestatoo on May 4, 2009 10:05 AM EDT reply actions 0 recs

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