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Nearly Ready? A Look at AAA Pitchersby Robert DudekMay 18, 2004 Baseball fans like to know what's happening with minor leaguers in their favorite team's farm system. Rabid baseball fans follow all the key prospects in baseball at any given time. Since we're through six weeks of minor league baseball, we've got fair-sized chunks of data to peruse. This first report will focus on pitching prospects plying their trade in AAA -- the highest level of the minor leagues. Since most major league teams suffer injuries to their pitchers as the season progresses, there will likely be a need to bring pitching up from AAA. As such, there's a lot of interest in how their most senior prospects are doing. I've selected starting pitchers who have faced 100 batters or more in AAA and who will be under 26 years of age as of July 1, 2004. Surprisingly, only 65 pitchers -- just over two per organization -- make the cut. Many of the other AAA starters are veteran roster fillers. The first thing I want to know about a pitching prospect is his strikeout rate. Strikeouts are an indicator of pitching dominance, and there are few things teams get more excited about than a pitcher who dominates with the hard stuff. Strikeout pitchers are less reliant on the defense behind them, and have been shown to have longer careers than finesse (low-K) pitchers. The most popular measure of dominance is strikeouts per nine innings pitched, but it's not the one I like best. Each batter a pitcher faces is a potential strikeout victim and a pitcher who strikes out three straight batters has shown more dominance than one who strikes out three batters, but also gives it walk, a home run and hits a batter. I will therefore list the 10 best in each league in K percentage -- strikeouts per opportunity (PA-IBB). You'll notice that I exclude intentional walks (which are thankfully rare in minor league baseball) because they are more a reflection of managerial strategy than of pitching ability. Notes: All stats as of May 17th, 2004. They are not park-adjusted.
Having a great fastball and off-speed stuff isn't enough; you've got to have command of it. The measure I use is non-intentional walks per opportunity, eliminating hit batsmen from opportunity.
Finally, a measure of overall effectiveness: My choice is a modified version of FIP (Fielder-Independent Pitching, developed by Tangotiger) which excludes intentional walks, but includes hit batsmen. FIP is a close cousin of DIPS (developed by Voros McCracken). The advantage of FIP over DIPS is that is is very easy to calculate (see formula in caption).
Joe Blanton, part of the famous "Moneyball" draft, looks to be following in the footsteps of the big three (Hudson, Zito, Mulder) that form the nucleus of the Athletics pitching staff. The A's will be happy to keep Blanton in AAA for the first half of the season, as there isn't much room in the rotation right now. If everyone continues to throw well, having six quality starters is a nice problem to have. Next Article: Comings and Goings (5/13-5/16)>> <<Previous Article: No Such Thing as a Free Pass | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||