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  <title>Beyond the Box Score: FanPosts</title>
  <subtitle>A Saber-Slanted Baseball Community</subtitle>
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  <updated>2013-06-08T18:15:16Z</updated>
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  <entry>
    <published>2013-06-08T18:15:16Z</published>
    <updated>2013-06-08T18:15:16Z</updated>
    <title>How Many Cy Young Awards Would Cy Young Have Won?</title>
    <content type="html">
  










  &lt;p&gt;Denton True Young: One cool dude.  Best pitcher ever.  Most wins ever.  Most LOSSES ever.  Most...pretty much &lt;i&gt;everything&lt;/i&gt;, ever.&lt;/p&gt;
&lt;p&gt;Was he really THAT good at any given point, or was he merely very good for a very long time?&lt;/p&gt;
&lt;p&gt;To find out, I decided to apply a simple metric to history and see how Cy would have fared in the Cy Young voting had the award existed in his time (it wasn't awarded until 1956).&lt;/p&gt;
&lt;p&gt;Using &lt;a href=&quot;http://www.amazon.com/exec/obidos/tg/detail/-/0743261585/qid=1086994313/sr=1-1/ref=sr_1_1/002-6282282-5445614?v=glance&amp;s=books#product-details&quot; target=&quot;_blank&quot;&gt;James &amp; Neyer's&lt;/a&gt; Cy Predictor formula, I took every single pitching season from 1871-1955, applied the formula, and recorded each league-season's leader in &quot;Cy Young Points.&quot;&lt;/p&gt;
&lt;p&gt;The formula is calculated thusly: CYP = ((5*IP/9)-ER) + (SO/12) + (SV*2.5) + Shutouts + ((W*6)-(L*2)) + VB, where a 12-point Victory Bonus is awarded for &quot;leading your team to the division championship.&quot; I went back and gave all pennant winners the 12 victory points, since this predates divisions.  Also please note that this is not a measure of who SHOULD have won, rather it measures who was most LIKELY to have won, based on the historical voting proclivities of the actual voters.&lt;/p&gt;
&lt;p&gt;So, who won the most hypothetical Cy Young awards?  Cy Young? Old Hoss Radbourn? Bobo Newsom? How many did Cy win?  See if you can figure out for yourself &lt;a href=&quot;http://www.sporcle.com/games/deej/mlb---historical-cy-young-winners&quot; target=&quot;_blank&quot;&gt;with this Sporcle Quiz I created! &lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Young fared pretty well - he would have won five Cy Young awards, more than any real-life Cy Winners besides &lt;a href=&quot;http://www.sbnation.com/mlb/players/612/roger-clemens&quot; class=&quot;sbn-auto-link&quot;&gt;Roger Clemens&lt;/a&gt;, who won seven.  But Cy wouldn't really have distinguished himself with just five - Walter Johnson and Lefty Grove each might have won six (including six in a row for Grove from 1928-33), and Bob Feller, Pete Alexander and Christy Mathewson would have tied Cy with five apiece.  Warren Spahn could have added three hypothetical Cy's to the one he actually won.  Even Babe Ruth might have had one on his mantle, thanks to a phenomenal 1916 season with the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/boston-red-sox&quot; class=&quot;sbn-auto-link&quot;&gt;Red Sox&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;OK, so Cy Young probably actually was pretty good, in both peak value and longevity.  But maybe we should have named the award after Walter Johnson or Lefty Grove.&lt;/p&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;~ Deej Simons&lt;/p&gt;
&lt;p&gt;Denton True Young: One cool dude.  Best pitcher ever.  Most wins ever.  Most LOSSES ever.  Most...pretty much &lt;i&gt;everything&lt;/i&gt;, ever.&lt;/p&gt;
&lt;p&gt;Was he really THAT good at any given point, or was he merely very good for a very long time?&lt;/p&gt;
&lt;p&gt;To find out, I decided to apply a simple metric to history and see how Cy would have fared in the Cy Young voting had the award existed in his time (it wasn't awarded until 1956).&lt;/p&gt;
&lt;p&gt;Using &lt;a href=&quot;http://www.amazon.com/exec/obidos/tg/detail/-/0743261585/qid=1086994313/sr=1-1/ref=sr_1_1/002-6282282-5445614?v=glance&amp;s=books#product-details&quot; target=&quot;_blank&quot;&gt;James &amp; Neyer's&lt;/a&gt; Cy Predictor formula, I took every single pitching season from 1871-1955, applied the formula, and recorded each league-season's leader in &quot;Cy Young Points.&quot;&lt;/p&gt;
&lt;p&gt;The formula is calculated thusly: CYP = ((5*IP/9)-ER) + (SO/12) + (SV*2.5) + Shutouts + ((W*6)-(L*2)) + VB, where a 12-point Victory Bonus is awarded for &quot;leading your team to the division championship.&quot; I went back and gave all pennant winners the 12 victory points, since this predates divisions.  Also please note that this is not a measure of who SHOULD have won, rather it measures who was most LIKELY to have won, based on the historical voting proclivities of the actual voters.&lt;/p&gt;
&lt;p&gt;So, who won the most hypothetical Cy Young awards?  Cy Young? Old Hoss Radbourn? Bobo Newsom? How many did Cy win?  See if you can figure out for yourself &lt;a href=&quot;http://www.sporcle.com/games/deej/mlb---historical-cy-young-winners&quot; target=&quot;_blank&quot;&gt;with this Sporcle Quiz I created! &lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Young fared pretty well - he would have won five Cy Young awards, more than any real-life Cy Winners besides &lt;a href=&quot;http://www.sbnation.com/mlb/players/612/roger-clemens&quot; class=&quot;sbn-auto-link&quot;&gt;Roger Clemens&lt;/a&gt;, who won seven.  But Cy wouldn't really have distinguished himself with just five - Walter Johnson and Lefty Grove each might have won six (including six in a row for Grove from 1928-33), and Bob Feller, Pete Alexander and Christy Mathewson would have tied Cy with five apiece.  Warren Spahn could have added three hypothetical Cy's to the one he actually won.  Even Babe Ruth might have had one on his mantle, thanks to a phenomenal 1916 season with the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/boston-red-sox&quot; class=&quot;sbn-auto-link&quot;&gt;Red Sox&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;OK, so Cy Young probably actually was pretty good, in both peak value and longevity.  But maybe we should have named the award after Walter Johnson or Lefty Grove.&lt;/p&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;~ Deej Simons&lt;/p&gt;




</content>
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    <author>
      <name>LordAwesome69</name>
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  </entry>
  <entry>
    <published>2013-06-03T02:51:04Z</published>
    <updated>2013-06-03T02:51:04Z</updated>
    <title>Was Ryu a Gamble?</title>
    <content type="html">
  










  &lt;p&gt;Is Hyun Jin Ryu&amp;rsquo;s early-season success a surprise?  Definitely not for many KBO observers who have thoroughly followed Ryu since 2006. Ryu&amp;rsquo;s stellar performance against the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/los-angeles-angels&quot; class=&quot;sbn-auto-link&quot;&gt;Angels&lt;/a&gt; on 5/28 has commanded attention and recognition throughout the realm of Dodger Blue, but Korea Baseball still remains as an unknown territory for many baseball fans in North America. Ryu&amp;rsquo;s repertoire consists mainly of four pitches: a fastball, a slider, a curve, and a change-up. Below is Ryu&amp;rsquo;s pitch type data in his last KBO season:&lt;/p&gt;
&lt;p&gt; &lt;/p&gt;
&lt;table cellspacing=&quot;1&quot; border=&quot;1&quot; cellpadding=&quot;2&quot; width=&quot;500&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;124&quot;&gt;FB%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;123&quot;&gt;SL%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;123&quot;&gt;CB%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;123&quot;&gt;CH%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;124&quot;&gt;52.3% (143.7km/h)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;123&quot;&gt;13.2% (129.8km/h)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;124&quot;&gt;13.3% (111km/h)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;124&quot;&gt;21.0% (127.6km/h)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;Ryu&amp;rsquo;s pitch type classification in MLB until 5/28&lt;/p&gt;
&lt;table cellspacing=&quot;1&quot; border=&quot;1&quot; cellpadding=&quot;2&quot; width=&quot;500&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;FB%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;SL%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;CB%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;CH%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;53.1% (90.0mph)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;13.3% (82.1mph)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;10.4% (70.9mph)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;23.2% (79.2mph)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;Here is a look at Ryu&amp;rsquo;s average fastball velocity from 2008 to 2012&lt;/p&gt;
&lt;table cellspacing=&quot;1&quot; border=&quot;1&quot; cellpadding=&quot;2&quot; width=&quot;155&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2008&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;143.20 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2009&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;142.37 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2010&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;142.22 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2011&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;142.34 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2012&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;143.70 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;Ryu is throwing his fastball a little bit harder in MLB. His fastball is still an average pitch, usually sits around 88-92 mph and peaks at 95. Many pitchers in Asia are often asked to throw 120+ pitches per start. As a result, Ryu has tendency to build  through the game, starting with slower fastballs early and throwing harder in later innings &quot;if needed&quot; in Korea. He has adopted the same approach in MLB and finding it working well early in the season.  Personally, I like to call it as energy efficiency pitching model. Hyun Jin Ryu&amp;rsquo;s two-hit complete game shutout is a great example. Ryu frequently dropped his fastball to 87-91 mph range in first seven innings. Ryu realized he would have a shot at first MLB career shutout late in the game and hiked the fastball up to 95 mph, so he does have the extra gear.  Ryu recorded a 92.6 mph fastball average velocity in last two innings against the Angels, 1.5 mph faster than game average and 2.6 mph faster than season average.&lt;/p&gt;
&lt;p&gt;Change-up is Ryu&amp;rsquo;s out pitch. He uses it as a soft pitch so he can change speeds as well as locations. The table gives a good understanding of Ryu&amp;rsquo;s change-up effectiveness.&lt;/p&gt;
&lt;table cellspacing=&quot;1&quot; border=&quot;1&quot; cellpadding=&quot;2&quot; width=&quot;430&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;Swing&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;84&quot;&gt;Whiff/Swing&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;81&quot;&gt;BABIP&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;81&quot;&gt;GB/BABIP&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;90&quot;&gt;RHH &amp; LHH&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;53.05% (262)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;84&quot;&gt;30.94%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;83&quot;&gt;.122&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;85&quot;&gt;60%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;86&quot;&gt;RHH&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;52.55% (255)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;84&quot;&gt;32.09%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;83&quot;&gt;.125&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;60.38%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;83&quot;&gt;LHH&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;71.43%(7)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;84&quot;&gt;N/A&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;82&quot;&gt;0&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;90&quot;&gt;50%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;Ryu&amp;rsquo;s change-up Whiff/Swing rate is mediocre, and he uses the pitch almost exclusively to right-handed batters. His deceptive change-up induces a Santana-like BABIP at .122 with a 60% of groundball rate. Ryu also throws a tight slider with late bite. According to Baseball America, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/los-angeles-dodgers&quot; class=&quot;sbn-auto-link&quot;&gt;Dodgers&lt;/a&gt; believe more in Ryu&amp;rsquo;s slider, which he mainly uses it to put out lefties.&lt;/p&gt;
&lt;p&gt;Ryu&amp;rsquo;s heat maps by type from FanGraphs ( 4/2/13 to 5/28/13 )&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://www.fangraphs.com/HighchartsExport.aspx&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn2.sbnation.com/imported_assets/1639781/547943_R_CH__2013_40_14_2_20130528.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn1.sbnation.com/imported_assets/1639781/547943_R_CH__2013_40_14_2_20130528_medium.png&quot; alt=&quot;547943_r_ch__2013_40_14_2_20130528_medium&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn2.sbnation.com/imported_assets/1639793/547943_R_SL__2013_40_14_2_20130528.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn0.sbnation.com/imported_assets/1639793/547943_R_SL__2013_40_14_2_20130528_medium.png&quot; alt=&quot;547943_r_sl__2013_40_14_2_20130528_medium&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn1.sbnation.com/imported_assets/1639799/547943_L_SL__2013_40_14_2_20130528.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn0.sbnation.com/imported_assets/1639799/547943_L_SL__2013_40_14_2_20130528_medium.png&quot; alt=&quot;547943_l_sl__2013_40_14_2_20130528_medium&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;via &lt;a href=&quot;http://www.fangraphs.com/hgraphs/547943_L_SL__2013_40_14_2_20130528.png&quot;&gt;www.fangraphs.com&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;It is reasonable to conclude that  Ryu has success so far this season by  painting outside part of the plate with his change-up. The charts also indicate  that he likes to throw his slider inside to right-handed hitters and outside to  left-handed hitters.  Ryu isn&amp;rsquo;t overpowering. Ryu has a good understanding on  how to work the strike zone to his favor. he utilizes both sides of the plate  and keeps the batters off balance and uncomfortable by changing speeds. Can you  call it pitchability?&lt;/p&gt;
&lt;p&gt;The key factors why Ryu can sustain success in his first major league  season:&lt;/p&gt;
&lt;p&gt;1. Ryu pitches in National League, a safe heaven for pitchers.&lt;br&gt;2.  Dodger stadium is one of the most favorable places for a pitcher to call  home.&lt;br&gt;3. Some say LA hosts the largest Korean population outside of Seoul in  a playful manner; nevertheless, Ryu is likely to find the transition to America  a lot easier with a huge Korean community in town.&lt;/p&gt;
&lt;p&gt;Is Hyun Jin Ryu&amp;rsquo;s early-season success a surprise?  Definitely not for many KBO observers who have thoroughly followed Ryu since 2006. Ryu&amp;rsquo;s stellar performance against the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/los-angeles-angels&quot; class=&quot;sbn-auto-link&quot;&gt;Angels&lt;/a&gt; on 5/28 has commanded attention and recognition throughout the realm of Dodger Blue, but Korea Baseball still remains as an unknown territory for many baseball fans in North America. Ryu&amp;rsquo;s repertoire consists mainly of four pitches: a fastball, a slider, a curve, and a change-up. Below is Ryu&amp;rsquo;s pitch type data in his last KBO season:&lt;/p&gt;
&lt;p&gt; &lt;/p&gt;
&lt;table cellspacing=&quot;1&quot; border=&quot;1&quot; cellpadding=&quot;2&quot; width=&quot;500&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;124&quot;&gt;FB%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;123&quot;&gt;SL%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;123&quot;&gt;CB%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;123&quot;&gt;CH%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;124&quot;&gt;52.3% (143.7km/h)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;123&quot;&gt;13.2% (129.8km/h)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;124&quot;&gt;13.3% (111km/h)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;124&quot;&gt;21.0% (127.6km/h)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;Ryu&amp;rsquo;s pitch type classification in MLB until 5/28&lt;/p&gt;
&lt;table cellspacing=&quot;1&quot; border=&quot;1&quot; cellpadding=&quot;2&quot; width=&quot;500&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;FB%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;SL%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;CB%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;CH%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;53.1% (90.0mph)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;13.3% (82.1mph)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;10.4% (70.9mph)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;125&quot;&gt;23.2% (79.2mph)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;Here is a look at Ryu&amp;rsquo;s average fastball velocity from 2008 to 2012&lt;/p&gt;
&lt;table cellspacing=&quot;1&quot; border=&quot;1&quot; cellpadding=&quot;2&quot; width=&quot;155&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2008&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;143.20 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2009&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;142.37 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2010&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;142.22 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2011&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;142.34 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;2012&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;75&quot;&gt;143.70 km/h&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;Ryu is throwing his fastball a little bit harder in MLB. His fastball is still an average pitch, usually sits around 88-92 mph and peaks at 95. Many pitchers in Asia are often asked to throw 120+ pitches per start. As a result, Ryu has tendency to build  through the game, starting with slower fastballs early and throwing harder in later innings &quot;if needed&quot; in Korea. He has adopted the same approach in MLB and finding it working well early in the season.  Personally, I like to call it as energy efficiency pitching model. Hyun Jin Ryu&amp;rsquo;s two-hit complete game shutout is a great example. Ryu frequently dropped his fastball to 87-91 mph range in first seven innings. Ryu realized he would have a shot at first MLB career shutout late in the game and hiked the fastball up to 95 mph, so he does have the extra gear.  Ryu recorded a 92.6 mph fastball average velocity in last two innings against the Angels, 1.5 mph faster than game average and 2.6 mph faster than season average.&lt;/p&gt;
&lt;p&gt;Change-up is Ryu&amp;rsquo;s out pitch. He uses it as a soft pitch so he can change speeds as well as locations. The table gives a good understanding of Ryu&amp;rsquo;s change-up effectiveness.&lt;/p&gt;
&lt;table cellspacing=&quot;1&quot; border=&quot;1&quot; cellpadding=&quot;2&quot; width=&quot;430&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;Swing&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;84&quot;&gt;Whiff/Swing&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;81&quot;&gt;BABIP&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;81&quot;&gt;GB/BABIP&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;90&quot;&gt;RHH &amp; LHH&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;53.05% (262)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;84&quot;&gt;30.94%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;83&quot;&gt;.122&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;85&quot;&gt;60%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;86&quot;&gt;RHH&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;52.55% (255)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;84&quot;&gt;32.09%&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;83&quot;&gt;.125&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;60.38%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td valign=&quot;top&quot; width=&quot;83&quot;&gt;LHH&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;88&quot;&gt;71.43%(7)&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;84&quot;&gt;N/A&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;82&quot;&gt;0&lt;/td&gt;
&lt;td valign=&quot;top&quot; width=&quot;90&quot;&gt;50%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;Ryu&amp;rsquo;s change-up Whiff/Swing rate is mediocre, and he uses the pitch almost exclusively to right-handed batters. His deceptive change-up induces a Santana-like BABIP at .122 with a 60% of groundball rate. Ryu also throws a tight slider with late bite. According to Baseball America, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/los-angeles-dodgers&quot; class=&quot;sbn-auto-link&quot;&gt;Dodgers&lt;/a&gt; believe more in Ryu&amp;rsquo;s slider, which he mainly uses it to put out lefties.&lt;/p&gt;
&lt;p&gt;Ryu&amp;rsquo;s heat maps by type from FanGraphs ( 4/2/13 to 5/28/13 )&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://www.fangraphs.com/HighchartsExport.aspx&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn2.sbnation.com/imported_assets/1639781/547943_R_CH__2013_40_14_2_20130528.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn1.sbnation.com/imported_assets/1639781/547943_R_CH__2013_40_14_2_20130528_medium.png&quot; alt=&quot;547943_r_ch__2013_40_14_2_20130528_medium&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn2.sbnation.com/imported_assets/1639793/547943_R_SL__2013_40_14_2_20130528.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn0.sbnation.com/imported_assets/1639793/547943_R_SL__2013_40_14_2_20130528_medium.png&quot; alt=&quot;547943_r_sl__2013_40_14_2_20130528_medium&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://cdn1.sbnation.com/imported_assets/1639799/547943_L_SL__2013_40_14_2_20130528.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn0.sbnation.com/imported_assets/1639799/547943_L_SL__2013_40_14_2_20130528_medium.png&quot; alt=&quot;547943_l_sl__2013_40_14_2_20130528_medium&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;via &lt;a href=&quot;http://www.fangraphs.com/hgraphs/547943_L_SL__2013_40_14_2_20130528.png&quot;&gt;www.fangraphs.com&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;It is reasonable to conclude that  Ryu has success so far this season by  painting outside part of the plate with his change-up. The charts also indicate  that he likes to throw his slider inside to right-handed hitters and outside to  left-handed hitters.  Ryu isn&amp;rsquo;t overpowering. Ryu has a good understanding on  how to work the strike zone to his favor. he utilizes both sides of the plate  and keeps the batters off balance and uncomfortable by changing speeds. Can you  call it pitchability?&lt;/p&gt;
&lt;p&gt;The key factors why Ryu can sustain success in his first major league  season:&lt;/p&gt;
&lt;p&gt;1. Ryu pitches in National League, a safe heaven for pitchers.&lt;br&gt;2.  Dodger stadium is one of the most favorable places for a pitcher to call  home.&lt;br&gt;3. Some say LA hosts the largest Korean population outside of Seoul in  a playful manner; nevertheless, Ryu is likely to find the transition to America  a lot easier with a huge Korean community in town.&lt;/p&gt;




</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/6/2/4390124/was-ryu-a-gamble"/>
    <id>http://www.beyondtheboxscore.com/2013/6/2/4390124/was-ryu-a-gamble</id>
    <author>
      <name>thwang81</name>
    </author>
  </entry>
  <entry>
    <published>2013-06-01T16:57:45Z</published>
    <updated>2013-06-01T16:57:45Z</updated>
    <title>Home Team All-Stars</title>
    <content type="html">
  










  &lt;p&gt;&lt;b&gt;(The data which this post discusses can be found &lt;/b&gt;&lt;a href=&quot;https://docs.google.com/spreadsheet/ccc?key=0At_xUHT_6QsddFpreWdUc3JfRFhrX1FSaG9YTGN2Q0E&amp;usp=sharing&quot;&gt;here&lt;/a&gt;&lt;b&gt;.  Feel free to open it now, or wait until you get further down!)&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;As anyone who knows me in real life knows, I am an enormous &lt;a href=&quot;http://www.sbnation.com/mlb/teams/chicago-cubs&quot; class=&quot;sbn-auto-link&quot;&gt;Chicago Cubs&lt;/a&gt; fan.  As that criteria eliminates (probably) every single one of you, I will continue without referencing this fact again.  Save once.  Right now. &lt;br&gt;&lt;br&gt;Today, I was pondering who my would be on my All-Time Cubs team.  I wanted folks who'd contributed &lt;i&gt;while wearing a Cubs uniform&lt;/i&gt;  - while &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1003091&amp;position=OF&quot;&gt;Andre Dawson&lt;/a&gt; may have won the '87 MVP with Chicago, there were outfielders who contributed more to the Cubs during their time in pinstripes (&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1014083&amp;position=OF&quot;&gt;Hack Wilson&lt;/a&gt;, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=302&amp;position=OF&quot;&gt;Sammy Sosa&lt;/a&gt;, and &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1013975&amp;position=OF&quot;&gt;Billy Williams&lt;/a&gt;, as it turned out, though Dawson &lt;i&gt;was&lt;/i&gt; on the Montreal/Washington list).  Similarly, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=104&amp;position=P&quot;&gt;Greg Maddux&lt;/a&gt; is clearly one of the greatest pitchers who ever played for the Cubs, but his contributions &lt;i&gt;in Chicago&lt;/i&gt; were actually somewhat less than a handful of other pitchers who called Wrigley home (&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1006388&amp;position=P&quot;&gt;Jenkins&lt;/a&gt;, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1010852&amp;position=P&quot;&gt;Reuschel&lt;/a&gt;, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1011307&amp;position=P&quot;&gt;Rush&lt;/a&gt;, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1001547&amp;position=P&quot;&gt;Brown&lt;/a&gt;, and &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1013384&amp;position=P&quot;&gt;Vaughn&lt;/a&gt;).  &lt;br&gt;&lt;br&gt;With these thoughts in mind, I went to &lt;a href=&quot;http://www.fangraphs.com/leaders.aspx?pos=all&amp;stats=bat&amp;lg=all&amp;qual=y&amp;type=8&amp;season=2013&amp;month=0&amp;season1=2013&amp;ind=0&amp;team=0&amp;rost=0&amp;age=0&amp;filter=&amp;players=0&quot;&gt;Fangraph's handy-dandy leaderboard&lt;/a&gt; and started the process of creating my team.&lt;br&gt;&lt;br&gt;&lt;b&gt;I enjoyed the results I got, so I went ahead did the same thing for every franchise currently in the majors.  &lt;/b&gt;&lt;a href=&quot;https://docs.google.com/spreadsheet/ccc?key=0At_xUHT_6QsddFpreWdUc3JfRFhrX1FSaG9YTGN2Q0E&amp;usp=sharing&quot;&gt;You can find the results here.&lt;/a&gt;  (Spoiler: It's good news for &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-yankees&quot; class=&quot;sbn-auto-link&quot;&gt;Yankees&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/detroit-tigers&quot; class=&quot;sbn-auto-link&quot;&gt;Tigers&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/san-francisco-giants&quot; class=&quot;sbn-auto-link&quot;&gt;Giants&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/atlanta-braves&quot; class=&quot;sbn-auto-link&quot;&gt;Braves&lt;/a&gt; fans.)&lt;br&gt;&lt;br&gt;A few notes on process, before we get to the more interesting stuff:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(1)&lt;/b&gt; Leaders are Fangraphs WAR leaders, at their positions, during their time with any given franchise.  Players were allowed to be on more than one franchise (&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1274&amp;position=3B/SS&quot;&gt;Alex Rodriguez&lt;/a&gt; for the Yankees and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/seattle-mariners&quot; class=&quot;sbn-auto-link&quot;&gt;Mariners&lt;/a&gt;, for example, or &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1011348&amp;position=P&quot;&gt;Nolan Ryan&lt;/a&gt; for the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/los-angeles-angels&quot; class=&quot;sbn-auto-link&quot;&gt;Angels&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/texas-rangers&quot; class=&quot;sbn-auto-link&quot;&gt;Rangers&lt;/a&gt;, and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/houston-astros&quot; class=&quot;sbn-auto-link&quot;&gt;Astros&lt;/a&gt;), but not twice for one franchise.  As for that ...&lt;/p&gt;

&lt;p&gt; &lt;b&gt;(2)&lt;/b&gt; If a player played more than one position for a franchise, as was the case with a number of folks, they were placed at the position where they had the greatest WAR differential with the &lt;i&gt;second-best &lt;/i&gt;player at that position.  For example, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1009405&amp;position=1B/OF&quot;&gt;Stan Musial&lt;/a&gt; played both 1B and LF for the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/st-louis-cardinals&quot; class=&quot;sbn-auto-link&quot;&gt;Cardinals&lt;/a&gt;, producing 126.8 WAR in the process.  The second-best Cardinals LF, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1001458&amp;position=OF&quot;&gt;Lou Brock&lt;/a&gt;, produced 41.5 WAR.  The second-best Cardinals 1B, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1177&amp;position=1B&quot;&gt;Albert Pujols&lt;/a&gt;, produced 83.0 WAR.  So for the purposes of this exercise, Musial was considered a Left-Fielder, allowing Pujols (who was &lt;i&gt;less-worse&lt;/i&gt; than Brock) to play first;&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(3)&lt;/b&gt; Outfielders were separated by position (LF/CF/RF), and had the principles described above applied;&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(4) &lt;/b&gt;Pitchers were not separated by role, so &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1035&amp;position=P&quot;&gt;Trevor Hoffman&lt;/a&gt; shows up in the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/san-diego-padres&quot; class=&quot;sbn-auto-link&quot;&gt;Padres&lt;/a&gt; list (&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=844&amp;position=P&quot;&gt;Mariano Rivera&lt;/a&gt; missed the cut by one on the Yankees list);&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(5) &lt;/b&gt;In order to avoid penalizing franchises who had multiple superb players at the same position, I added (in addition to five pitchers and a position player at each position) a &quot;bench&quot; player, who was simply the player with the highest WAR for that franchise who would not have otherwise been included.  For example, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1014326&amp;position=OF&quot;&gt;Carl Yastrzemski&lt;/a&gt; was &quot;crowded out&quot; by &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1014040&amp;position=OF&quot;&gt;Ted Williams&lt;/a&gt; in Boston's LF.  He was included here;&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(6) &lt;/b&gt;Only data from 1901 - 2013 was considered.  Sorry, early National League players  You take the hit on this  one.&lt;/p&gt;
&lt;p&gt;The teams themselves were quite interesting, and I encourage you to play around with the chart to find teams you like.  &lt;i&gt;But wait, there's more! &lt;/i&gt; Once I'd found the results (&lt;a href=&quot;https://docs.google.com/spreadsheet/ccc?key=0At_xUHT_6QsddFpreWdUc3JfRFhrX1FSaG9YTGN2Q0E&amp;usp=sharing&quot;&gt;which again, can be found here&lt;/a&gt;) I played around with it a bit, adding &lt;b&gt;STDEVs&lt;/b&gt; and &lt;b&gt;Z-SCOREs&lt;/b&gt; for each &quot;category&quot; of WAR (pitching, infield, outfield, and bench).  This allowed me to get a sense of which teams have historically been heavily reliant on their pitching (&lt;a href=&quot;http://www.sbnation.com/mlb/teams/arizona-diamondbacks&quot; class=&quot;sbn-auto-link&quot;&gt;Diamondbacks&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-mets&quot; class=&quot;sbn-auto-link&quot;&gt;Mets&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/toronto-blue-jays&quot; class=&quot;sbn-auto-link&quot;&gt;Blue Jays&lt;/a&gt;, and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/minnesota-twins&quot; class=&quot;sbn-auto-link&quot;&gt;Twins&lt;/a&gt;), their infields (&lt;a href=&quot;http://www.sbnation.com/mlb/teams/milwaukee-brewers&quot; class=&quot;sbn-auto-link&quot;&gt;Brewers&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/baltimore-orioles&quot; class=&quot;sbn-auto-link&quot;&gt;Orioles&lt;/a&gt;, Rangers, and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/miami-marlins&quot; class=&quot;sbn-auto-link&quot;&gt;Marlins&lt;/a&gt;), their outfields (Giants, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/tampa-bay-rays&quot; class=&quot;sbn-auto-link&quot;&gt;Rays&lt;/a&gt;, Tigers, and Padres), and that made up category, &quot;bench&quot; (&lt;a href=&quot;http://www.sbnation.com/mlb/teams/boston-red-sox&quot; class=&quot;sbn-auto-link&quot;&gt;Red Sox&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/cincinnati-reds&quot; class=&quot;sbn-auto-link&quot;&gt;Reds&lt;/a&gt;, Braves, and Padres).  Play around with the numbers a bit; you'll see what I'm talking about.  It was a lot of fun.&lt;br&gt;&lt;br&gt;There are of course many things I could also have done, and I'm looking forward to hearing from all of you about what some of those things are.  I'm planning on running some R-squareds between various categories, to see if there's any correlation between having a relatively &quot;balanced&quot; attack (evenly distributed between offense and pitching) and overall WAR success.  I'd also like to find a way to normalize the results so teams which haven't been around for very long (Marlins, Rays, etc.) aren't penalized for not having had many franchise players.&lt;br&gt;&lt;br&gt;All in all, though, it was an interesting exercise.  Take a look, and let me know what you think, and interesting things you notice!&lt;/p&gt;
&lt;p&gt;-----&lt;/p&gt;
&lt;p&gt;&lt;b&gt;KEY: &lt;/b&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;tWAR&lt;/b&gt;: Total WAR produced by all players considered for each franchise.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;pWAR&lt;/b&gt;: Total WAR produced by the five pitchers considered for each franchise.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;iWAR: &lt;/b&gt;Total WAR produced by the starters at the infield positions for each franchise.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;oWAR: &lt;/b&gt;Total WAR produced by the starters at the outfield positions for each franchise.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;bWAR: &lt;/b&gt;Total WAR produced by the player that produced the most WAR for each franchise, who wasn't included as the representative for any of the other positions.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-tWAR: &lt;/b&gt;The &lt;a href=&quot;http://en.wikipedia.org/wiki/Standard_score&quot;&gt;z-score&lt;/a&gt; for each franchises' value in tWAR. &lt;/p&gt;
&lt;p&gt;&lt;b&gt;pWAR%: &lt;/b&gt;The percentage of each franchises' tWAR that came from pWAR (pWAR% = pWAR / tWAR).&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-pWAR%: &lt;/b&gt;The z-score for each franchises' value in pWAR%.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;iWAR%: &lt;/b&gt;The percentage of each franchises' tWAR that came from iWAR (iWAR% = iWAR / tWAR).&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-iWAR%: &lt;/b&gt;The z-score for each franchises' value in iWAR%.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;oWAR%&lt;/b&gt;&lt;b&gt;: &lt;/b&gt;The percentage of each franchises' tWAR that came from oWAR (oWAR% = oWAR / tWAR).&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-oWAR%&lt;/b&gt;&lt;b&gt;: &lt;/b&gt;The z-score for each franchises' value in oWAR%.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;bWAR%: &lt;/b&gt;The percentage of each franchises' tWAR that came from bWAR (bWAR% = bWAR / tWAR).&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-bWAR%&lt;/b&gt;&lt;b&gt;: &lt;/b&gt;The z-score for each franchises' value in bWAR%.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(The data which this post discusses can be found &lt;/b&gt;&lt;a href=&quot;https://docs.google.com/spreadsheet/ccc?key=0At_xUHT_6QsddFpreWdUc3JfRFhrX1FSaG9YTGN2Q0E&amp;usp=sharing&quot;&gt;here&lt;/a&gt;&lt;b&gt;.  Feel free to open it now, or wait until you get further down!)&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;As anyone who knows me in real life knows, I am an enormous &lt;a href=&quot;http://www.sbnation.com/mlb/teams/chicago-cubs&quot; class=&quot;sbn-auto-link&quot;&gt;Chicago Cubs&lt;/a&gt; fan.  As that criteria eliminates (probably) every single one of you, I will continue without referencing this fact again.  Save once.  Right now. &lt;br&gt;&lt;br&gt;Today, I was pondering who my would be on my All-Time Cubs team.  I wanted folks who'd contributed &lt;i&gt;while wearing a Cubs uniform&lt;/i&gt;  - while &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1003091&amp;position=OF&quot;&gt;Andre Dawson&lt;/a&gt; may have won the '87 MVP with Chicago, there were outfielders who contributed more to the Cubs during their time in pinstripes (&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1014083&amp;position=OF&quot;&gt;Hack Wilson&lt;/a&gt;, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=302&amp;position=OF&quot;&gt;Sammy Sosa&lt;/a&gt;, and &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1013975&amp;position=OF&quot;&gt;Billy Williams&lt;/a&gt;, as it turned out, though Dawson &lt;i&gt;was&lt;/i&gt; on the Montreal/Washington list).  Similarly, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=104&amp;position=P&quot;&gt;Greg Maddux&lt;/a&gt; is clearly one of the greatest pitchers who ever played for the Cubs, but his contributions &lt;i&gt;in Chicago&lt;/i&gt; were actually somewhat less than a handful of other pitchers who called Wrigley home (&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1006388&amp;position=P&quot;&gt;Jenkins&lt;/a&gt;, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1010852&amp;position=P&quot;&gt;Reuschel&lt;/a&gt;, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1011307&amp;position=P&quot;&gt;Rush&lt;/a&gt;, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1001547&amp;position=P&quot;&gt;Brown&lt;/a&gt;, and &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1013384&amp;position=P&quot;&gt;Vaughn&lt;/a&gt;).  &lt;br&gt;&lt;br&gt;With these thoughts in mind, I went to &lt;a href=&quot;http://www.fangraphs.com/leaders.aspx?pos=all&amp;stats=bat&amp;lg=all&amp;qual=y&amp;type=8&amp;season=2013&amp;month=0&amp;season1=2013&amp;ind=0&amp;team=0&amp;rost=0&amp;age=0&amp;filter=&amp;players=0&quot;&gt;Fangraph's handy-dandy leaderboard&lt;/a&gt; and started the process of creating my team.&lt;br&gt;&lt;br&gt;&lt;b&gt;I enjoyed the results I got, so I went ahead did the same thing for every franchise currently in the majors.  &lt;/b&gt;&lt;a href=&quot;https://docs.google.com/spreadsheet/ccc?key=0At_xUHT_6QsddFpreWdUc3JfRFhrX1FSaG9YTGN2Q0E&amp;usp=sharing&quot;&gt;You can find the results here.&lt;/a&gt;  (Spoiler: It's good news for &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-yankees&quot; class=&quot;sbn-auto-link&quot;&gt;Yankees&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/detroit-tigers&quot; class=&quot;sbn-auto-link&quot;&gt;Tigers&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/san-francisco-giants&quot; class=&quot;sbn-auto-link&quot;&gt;Giants&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/atlanta-braves&quot; class=&quot;sbn-auto-link&quot;&gt;Braves&lt;/a&gt; fans.)&lt;br&gt;&lt;br&gt;A few notes on process, before we get to the more interesting stuff:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(1)&lt;/b&gt; Leaders are Fangraphs WAR leaders, at their positions, during their time with any given franchise.  Players were allowed to be on more than one franchise (&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1274&amp;position=3B/SS&quot;&gt;Alex Rodriguez&lt;/a&gt; for the Yankees and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/seattle-mariners&quot; class=&quot;sbn-auto-link&quot;&gt;Mariners&lt;/a&gt;, for example, or &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1011348&amp;position=P&quot;&gt;Nolan Ryan&lt;/a&gt; for the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/los-angeles-angels&quot; class=&quot;sbn-auto-link&quot;&gt;Angels&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/texas-rangers&quot; class=&quot;sbn-auto-link&quot;&gt;Rangers&lt;/a&gt;, and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/houston-astros&quot; class=&quot;sbn-auto-link&quot;&gt;Astros&lt;/a&gt;), but not twice for one franchise.  As for that ...&lt;/p&gt;

&lt;p&gt; &lt;b&gt;(2)&lt;/b&gt; If a player played more than one position for a franchise, as was the case with a number of folks, they were placed at the position where they had the greatest WAR differential with the &lt;i&gt;second-best &lt;/i&gt;player at that position.  For example, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1009405&amp;position=1B/OF&quot;&gt;Stan Musial&lt;/a&gt; played both 1B and LF for the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/st-louis-cardinals&quot; class=&quot;sbn-auto-link&quot;&gt;Cardinals&lt;/a&gt;, producing 126.8 WAR in the process.  The second-best Cardinals LF, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1001458&amp;position=OF&quot;&gt;Lou Brock&lt;/a&gt;, produced 41.5 WAR.  The second-best Cardinals 1B, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1177&amp;position=1B&quot;&gt;Albert Pujols&lt;/a&gt;, produced 83.0 WAR.  So for the purposes of this exercise, Musial was considered a Left-Fielder, allowing Pujols (who was &lt;i&gt;less-worse&lt;/i&gt; than Brock) to play first;&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(3)&lt;/b&gt; Outfielders were separated by position (LF/CF/RF), and had the principles described above applied;&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(4) &lt;/b&gt;Pitchers were not separated by role, so &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1035&amp;position=P&quot;&gt;Trevor Hoffman&lt;/a&gt; shows up in the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/san-diego-padres&quot; class=&quot;sbn-auto-link&quot;&gt;Padres&lt;/a&gt; list (&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=844&amp;position=P&quot;&gt;Mariano Rivera&lt;/a&gt; missed the cut by one on the Yankees list);&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(5) &lt;/b&gt;In order to avoid penalizing franchises who had multiple superb players at the same position, I added (in addition to five pitchers and a position player at each position) a &quot;bench&quot; player, who was simply the player with the highest WAR for that franchise who would not have otherwise been included.  For example, &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1014326&amp;position=OF&quot;&gt;Carl Yastrzemski&lt;/a&gt; was &quot;crowded out&quot; by &lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1014040&amp;position=OF&quot;&gt;Ted Williams&lt;/a&gt; in Boston's LF.  He was included here;&lt;/p&gt;
&lt;p&gt; &lt;b&gt;(6) &lt;/b&gt;Only data from 1901 - 2013 was considered.  Sorry, early National League players  You take the hit on this  one.&lt;/p&gt;
&lt;p&gt;The teams themselves were quite interesting, and I encourage you to play around with the chart to find teams you like.  &lt;i&gt;But wait, there's more! &lt;/i&gt; Once I'd found the results (&lt;a href=&quot;https://docs.google.com/spreadsheet/ccc?key=0At_xUHT_6QsddFpreWdUc3JfRFhrX1FSaG9YTGN2Q0E&amp;usp=sharing&quot;&gt;which again, can be found here&lt;/a&gt;) I played around with it a bit, adding &lt;b&gt;STDEVs&lt;/b&gt; and &lt;b&gt;Z-SCOREs&lt;/b&gt; for each &quot;category&quot; of WAR (pitching, infield, outfield, and bench).  This allowed me to get a sense of which teams have historically been heavily reliant on their pitching (&lt;a href=&quot;http://www.sbnation.com/mlb/teams/arizona-diamondbacks&quot; class=&quot;sbn-auto-link&quot;&gt;Diamondbacks&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-mets&quot; class=&quot;sbn-auto-link&quot;&gt;Mets&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/toronto-blue-jays&quot; class=&quot;sbn-auto-link&quot;&gt;Blue Jays&lt;/a&gt;, and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/minnesota-twins&quot; class=&quot;sbn-auto-link&quot;&gt;Twins&lt;/a&gt;), their infields (&lt;a href=&quot;http://www.sbnation.com/mlb/teams/milwaukee-brewers&quot; class=&quot;sbn-auto-link&quot;&gt;Brewers&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/baltimore-orioles&quot; class=&quot;sbn-auto-link&quot;&gt;Orioles&lt;/a&gt;, Rangers, and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/miami-marlins&quot; class=&quot;sbn-auto-link&quot;&gt;Marlins&lt;/a&gt;), their outfields (Giants, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/tampa-bay-rays&quot; class=&quot;sbn-auto-link&quot;&gt;Rays&lt;/a&gt;, Tigers, and Padres), and that made up category, &quot;bench&quot; (&lt;a href=&quot;http://www.sbnation.com/mlb/teams/boston-red-sox&quot; class=&quot;sbn-auto-link&quot;&gt;Red Sox&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/cincinnati-reds&quot; class=&quot;sbn-auto-link&quot;&gt;Reds&lt;/a&gt;, Braves, and Padres).  Play around with the numbers a bit; you'll see what I'm talking about.  It was a lot of fun.&lt;br&gt;&lt;br&gt;There are of course many things I could also have done, and I'm looking forward to hearing from all of you about what some of those things are.  I'm planning on running some R-squareds between various categories, to see if there's any correlation between having a relatively &quot;balanced&quot; attack (evenly distributed between offense and pitching) and overall WAR success.  I'd also like to find a way to normalize the results so teams which haven't been around for very long (Marlins, Rays, etc.) aren't penalized for not having had many franchise players.&lt;br&gt;&lt;br&gt;All in all, though, it was an interesting exercise.  Take a look, and let me know what you think, and interesting things you notice!&lt;/p&gt;
&lt;p&gt;-----&lt;/p&gt;
&lt;p&gt;&lt;b&gt;KEY: &lt;/b&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;tWAR&lt;/b&gt;: Total WAR produced by all players considered for each franchise.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;pWAR&lt;/b&gt;: Total WAR produced by the five pitchers considered for each franchise.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;iWAR: &lt;/b&gt;Total WAR produced by the starters at the infield positions for each franchise.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;oWAR: &lt;/b&gt;Total WAR produced by the starters at the outfield positions for each franchise.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;bWAR: &lt;/b&gt;Total WAR produced by the player that produced the most WAR for each franchise, who wasn't included as the representative for any of the other positions.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-tWAR: &lt;/b&gt;The &lt;a href=&quot;http://en.wikipedia.org/wiki/Standard_score&quot;&gt;z-score&lt;/a&gt; for each franchises' value in tWAR. &lt;/p&gt;
&lt;p&gt;&lt;b&gt;pWAR%: &lt;/b&gt;The percentage of each franchises' tWAR that came from pWAR (pWAR% = pWAR / tWAR).&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-pWAR%: &lt;/b&gt;The z-score for each franchises' value in pWAR%.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;iWAR%: &lt;/b&gt;The percentage of each franchises' tWAR that came from iWAR (iWAR% = iWAR / tWAR).&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-iWAR%: &lt;/b&gt;The z-score for each franchises' value in iWAR%.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;oWAR%&lt;/b&gt;&lt;b&gt;: &lt;/b&gt;The percentage of each franchises' tWAR that came from oWAR (oWAR% = oWAR / tWAR).&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-oWAR%&lt;/b&gt;&lt;b&gt;: &lt;/b&gt;The z-score for each franchises' value in oWAR%.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;bWAR%: &lt;/b&gt;The percentage of each franchises' tWAR that came from bWAR (bWAR% = bWAR / tWAR).&lt;/p&gt;
&lt;p&gt;&lt;b&gt;(z)-bWAR%&lt;/b&gt;&lt;b&gt;: &lt;/b&gt;The z-score for each franchises' value in bWAR%.&lt;/p&gt;




</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/6/1/4386644/home-team-all-stars"/>
    <id>http://www.beyondtheboxscore.com/2013/6/1/4386644/home-team-all-stars</id>
    <author>
      <name>mrmaroon25</name>
    </author>
  </entry>
  <entry>
    <published>2013-05-24T15:54:46Z</published>
    <updated>2013-05-24T15:54:46Z</updated>
    <title>Dom Brown, Walks, and Keeping Your Job</title>
    <content type="html">
  










  &lt;p&gt;To say that &lt;a href=&quot;http://www.sbnation.com/mlb/players/33954/domonic-brown&quot; class=&quot;sbn-auto-link&quot;&gt;Domonic Brown&lt;/a&gt; has employed a new approach towards hitting would imply that he had an old approach to begin with. But Brown hasn't been in the major leagues for all that long- strengths and weaknesses can change, or be recalibrated, in an instant. Plenty of highly-touted prospects who had 'advanced' approaches and high walk rates in the minors see their on-base percentages crater upon being promoted.  See: &lt;a href=&quot;http://www.sbnation.com/mlb/players/103166/desmond-jennings&quot; class=&quot;sbn-auto-link&quot;&gt;Desmond Jennings&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/players/84355/dustin-ackley&quot; class=&quot;sbn-auto-link&quot;&gt;Dustin Ackley&lt;/a&gt;.  If you can't hit, pitchers aren't going to walk you.  And Brown hadn't hit.&lt;/p&gt;
&lt;p&gt;I'm qualifying and burying my lede, but you know where this is going: Domonic Brown hasn't drawn a walk in May, and that's neither definitively damning nor particularly shocking.  But it's not good, and the circumstances surrounding the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/philadelphia-phillies&quot; class=&quot;sbn-auto-link&quot;&gt;Phillies&lt;/a&gt; can't be helping.&lt;/p&gt;
&lt;p&gt;Let's start with the facts, on Brown's career walk rates:&lt;/p&gt;
&lt;p&gt;Minor leagues (2,274 PA): 10.6%&lt;/p&gt;
&lt;p&gt;Majors through April 2013 (587 PA): 10.2%&lt;/p&gt;
&lt;p&gt;2013 (176 PA): 5.1%&lt;/p&gt;
&lt;p&gt;May 2013 (79 PA): uhh...zero over anything is zero.&lt;/p&gt;
&lt;p&gt;The decline in walk rate is corroborated by his plate discipline profile:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; cellpadding=&quot;0&quot; width=&quot;264&quot; style=&quot;border-collapse: collapse; width: 198pt;&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; width=&quot;64&quot; style=&quot;height: 12.75pt; width: 48pt;&quot;&gt;&lt;/td&gt;
&lt;td width=&quot;72&quot; style=&quot;width: 54pt;&quot;&gt;&lt;b&gt;Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;O-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;Z-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;2011&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;44.4%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;28.9%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;68.4%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;2012&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;48.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;30.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;71.3%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;2013&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;51.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;33.3%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;75.5%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Brown is swinging more all around, and most importantly, more frequently out of the zone. Since we've established that we don't really know who exactly Brown is and what his tendencies are yet, his 33.3% O-Swing rate would put him in company with &lt;a href=&quot;http://www.sbnation.com/mlb/players/347/hunter-pence&quot; class=&quot;sbn-auto-link&quot;&gt;Hunter Pence&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/players/281/omar-infante&quot; class=&quot;sbn-auto-link&quot;&gt;Omar Infante&lt;/a&gt;, and &lt;a href=&quot;http://www.sbnation.com/mlb/players/95/michael-young&quot; class=&quot;sbn-auto-link&quot;&gt;Michael Young&lt;/a&gt; over full seasons in 2012.  All have known strengths as hitters, but pitch selectivity is not one of them.&lt;/p&gt;
&lt;p&gt;However, whether directly related or not, he's displayed the sort of power scouts thought he could achieve.  After just missing a home run on Wednesday but settling for a triple, Brown now has nine extra-base hits in the month, including five round-trippers.  Since we pointed out his 0% walk rate in his tiny May sample, he's also sporting a .253 ISO.&lt;/p&gt;
&lt;p&gt;Clearly, Brown hasn't decided he'll never take four balls again, nor is he one of the best power hitters in the league.  He'll settle somewhere in between.  But if he's listening to his employer, that 'somewhere' may not be in the middle.&lt;/p&gt;
&lt;p&gt;---&lt;/p&gt;
&lt;p&gt;From Phillies GM Ruben Amaro, after the 2010 season: &quot;(Ibanez) was still a pretty productive player, and his numbers are not all that different from (Werth's) last year.  What did Ibanez have, 83 RBIs?  Jayson had 85.  Ibanez didn't have as many opportunities as Jayson did to drive in runs.&quot;&lt;/p&gt;
&lt;p&gt;&quot;Clearly, Jayson had more runs scored and his on-base percentage and stuff were better, but Ibanez had 37 doubles and five triples or something like that.  The difference in their production was not all that great.&quot;&lt;/p&gt;
&lt;p&gt;---&lt;/p&gt;
&lt;p&gt;Observe:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; cellpadding=&quot;0&quot; width=&quot;328&quot; style=&quot;border-collapse: collapse; width: 246pt;&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; width=&quot;64&quot; style=&quot;height: 12.75pt; width: 48pt;&quot;&gt;&lt;i&gt;2010&lt;/i&gt;&lt;/td&gt;
&lt;td width=&quot;72&quot; style=&quot;width: 54pt;&quot;&gt;&lt;b&gt;OBP&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;OPS&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;wOBA&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;wRC+&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;Werth&lt;/b&gt;&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.388&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.921&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.396&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;146&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;Ibanez&lt;/b&gt;&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.349&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.793&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.343&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;110&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Yes, Werth was far superior in on-base percentage, and many other stuffs.  If we're in the business of recording counting stats, as Amaro does, Werth had 46 doubles to go along with his 27 home runs and 2 triples.  I'll spare the number spouting for now- Raul had fewer.&lt;/p&gt;
&lt;p&gt;Put more succintly, Amaro said in January of this year, &quot;I don't care about walks.  I care about production.&quot;&lt;/p&gt;
&lt;p&gt;Now, this isn't the first article that has rehashed these quotes, and you'll find plenty of Dusty Baker gems elsewhere too.  And yet, &lt;a href=&quot;http://www.sbnation.com/mlb/players/19823/joey-votto&quot; class=&quot;sbn-auto-link&quot;&gt;Joey Votto&lt;/a&gt; still walks.&lt;/p&gt;
&lt;p&gt;But Domonic Brown is a young player who has yet to meet some lofty expectations, and has been shuttled back and forth between the big leagues and AAA over the past few years.  On the back of a 13 RBI month (good for 10th in the NL), he has an everyday job that was previously in jeopardy due to, of all people, &lt;a href=&quot;http://www.sbnation.com/mlb/players/592/delmon-young&quot; class=&quot;sbn-auto-link&quot;&gt;Delmon Young&lt;/a&gt;.  Amaro's message is clear: RBI = production.  Who cares that Ibanez had a lot of RBI largely because he batted behind the ever-on-base Werth?  RBI = production.  This is what your boss is telling you, and as recently as last year some people thought you wouldn't cut it as a major league regular.  And while he still has some time to emerge, 25 years old isn't &lt;i&gt;that&lt;/i&gt; young, and he'll be 26 in September.  This is a critical season for Brown.&lt;/p&gt;
&lt;p&gt;Just yesterday, Amaro called out virtually every Phillies hitter, saying they need to produce (his favorite word) more. But there was one player who was doing just fine in his book.&lt;/p&gt;
&lt;p&gt;&quot;I'm happy with what Domonic Brown has been doing,&quot; Amaro told Philly Inquirer writer Bob Brookover.&lt;/p&gt;
&lt;p&gt;If you were Brown, would you change your approach?&lt;/p&gt;
&lt;p&gt;Granted, I don't know how much influence Amaro has on an everyday basis, or what hitting coach Wally Joyner is telling Brown.  But I do know who's writing Dom's paycheck.&lt;/p&gt;
&lt;p&gt;Brown has to maintain a decent walk rate to be an effective hitter.  Despite his recent power surge, he still has put up a .334 wOBA and .266 OBP in the month. If that's the ballpark of his current ceiling as an aggressive swinger, it's not a worthy sacrifice.&lt;/p&gt;
&lt;p&gt;I'm just afraid that Philly's management doesn't see it that way, and what bearing that may have on his maturation at the plate.  Fittingly, Delmon Young serves as a cautionary tale.&lt;/p&gt;
&lt;p&gt;&lt;i&gt;All statistics courtesy of FanGraphs and Baseball-Reference.&lt;/i&gt;&lt;/p&gt;
&lt;p&gt;To say that &lt;a href=&quot;http://www.sbnation.com/mlb/players/33954/domonic-brown&quot; class=&quot;sbn-auto-link&quot;&gt;Domonic Brown&lt;/a&gt; has employed a new approach towards hitting would imply that he had an old approach to begin with. But Brown hasn't been in the major leagues for all that long- strengths and weaknesses can change, or be recalibrated, in an instant. Plenty of highly-touted prospects who had 'advanced' approaches and high walk rates in the minors see their on-base percentages crater upon being promoted.  See: &lt;a href=&quot;http://www.sbnation.com/mlb/players/103166/desmond-jennings&quot; class=&quot;sbn-auto-link&quot;&gt;Desmond Jennings&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/players/84355/dustin-ackley&quot; class=&quot;sbn-auto-link&quot;&gt;Dustin Ackley&lt;/a&gt;.  If you can't hit, pitchers aren't going to walk you.  And Brown hadn't hit.&lt;/p&gt;
&lt;p&gt;I'm qualifying and burying my lede, but you know where this is going: Domonic Brown hasn't drawn a walk in May, and that's neither definitively damning nor particularly shocking.  But it's not good, and the circumstances surrounding the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/philadelphia-phillies&quot; class=&quot;sbn-auto-link&quot;&gt;Phillies&lt;/a&gt; can't be helping.&lt;/p&gt;
&lt;p&gt;Let's start with the facts, on Brown's career walk rates:&lt;/p&gt;
&lt;p&gt;Minor leagues (2,274 PA): 10.6%&lt;/p&gt;
&lt;p&gt;Majors through April 2013 (587 PA): 10.2%&lt;/p&gt;
&lt;p&gt;2013 (176 PA): 5.1%&lt;/p&gt;
&lt;p&gt;May 2013 (79 PA): uhh...zero over anything is zero.&lt;/p&gt;
&lt;p&gt;The decline in walk rate is corroborated by his plate discipline profile:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; cellpadding=&quot;0&quot; width=&quot;264&quot; style=&quot;border-collapse: collapse; width: 198pt;&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; width=&quot;64&quot; style=&quot;height: 12.75pt; width: 48pt;&quot;&gt;&lt;/td&gt;
&lt;td width=&quot;72&quot; style=&quot;width: 54pt;&quot;&gt;&lt;b&gt;Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;O-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;Z-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;2011&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;44.4%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;28.9%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;68.4%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;2012&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;48.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;30.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;71.3%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;2013&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;51.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;33.3%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;75.5%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Brown is swinging more all around, and most importantly, more frequently out of the zone. Since we've established that we don't really know who exactly Brown is and what his tendencies are yet, his 33.3% O-Swing rate would put him in company with &lt;a href=&quot;http://www.sbnation.com/mlb/players/347/hunter-pence&quot; class=&quot;sbn-auto-link&quot;&gt;Hunter Pence&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/players/281/omar-infante&quot; class=&quot;sbn-auto-link&quot;&gt;Omar Infante&lt;/a&gt;, and &lt;a href=&quot;http://www.sbnation.com/mlb/players/95/michael-young&quot; class=&quot;sbn-auto-link&quot;&gt;Michael Young&lt;/a&gt; over full seasons in 2012.  All have known strengths as hitters, but pitch selectivity is not one of them.&lt;/p&gt;
&lt;p&gt;However, whether directly related or not, he's displayed the sort of power scouts thought he could achieve.  After just missing a home run on Wednesday but settling for a triple, Brown now has nine extra-base hits in the month, including five round-trippers.  Since we pointed out his 0% walk rate in his tiny May sample, he's also sporting a .253 ISO.&lt;/p&gt;
&lt;p&gt;Clearly, Brown hasn't decided he'll never take four balls again, nor is he one of the best power hitters in the league.  He'll settle somewhere in between.  But if he's listening to his employer, that 'somewhere' may not be in the middle.&lt;/p&gt;
&lt;p&gt;---&lt;/p&gt;
&lt;p&gt;From Phillies GM Ruben Amaro, after the 2010 season: &quot;(Ibanez) was still a pretty productive player, and his numbers are not all that different from (Werth's) last year.  What did Ibanez have, 83 RBIs?  Jayson had 85.  Ibanez didn't have as many opportunities as Jayson did to drive in runs.&quot;&lt;/p&gt;
&lt;p&gt;&quot;Clearly, Jayson had more runs scored and his on-base percentage and stuff were better, but Ibanez had 37 doubles and five triples or something like that.  The difference in their production was not all that great.&quot;&lt;/p&gt;
&lt;p&gt;---&lt;/p&gt;
&lt;p&gt;Observe:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; cellpadding=&quot;0&quot; width=&quot;328&quot; style=&quot;border-collapse: collapse; width: 246pt;&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; width=&quot;64&quot; style=&quot;height: 12.75pt; width: 48pt;&quot;&gt;&lt;i&gt;2010&lt;/i&gt;&lt;/td&gt;
&lt;td width=&quot;72&quot; style=&quot;width: 54pt;&quot;&gt;&lt;b&gt;OBP&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;OPS&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;wOBA&lt;/b&gt;&lt;/td&gt;
&lt;td width=&quot;64&quot; style=&quot;width: 48pt;&quot;&gt;&lt;b&gt;wRC+&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;Werth&lt;/b&gt;&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.388&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.921&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.396&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;146&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;Ibanez&lt;/b&gt;&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.349&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.793&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;0.343&lt;/td&gt;
&lt;td align=&quot;right&quot;&gt;110&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Yes, Werth was far superior in on-base percentage, and many other stuffs.  If we're in the business of recording counting stats, as Amaro does, Werth had 46 doubles to go along with his 27 home runs and 2 triples.  I'll spare the number spouting for now- Raul had fewer.&lt;/p&gt;
&lt;p&gt;Put more succintly, Amaro said in January of this year, &quot;I don't care about walks.  I care about production.&quot;&lt;/p&gt;
&lt;p&gt;Now, this isn't the first article that has rehashed these quotes, and you'll find plenty of Dusty Baker gems elsewhere too.  And yet, &lt;a href=&quot;http://www.sbnation.com/mlb/players/19823/joey-votto&quot; class=&quot;sbn-auto-link&quot;&gt;Joey Votto&lt;/a&gt; still walks.&lt;/p&gt;
&lt;p&gt;But Domonic Brown is a young player who has yet to meet some lofty expectations, and has been shuttled back and forth between the big leagues and AAA over the past few years.  On the back of a 13 RBI month (good for 10th in the NL), he has an everyday job that was previously in jeopardy due to, of all people, &lt;a href=&quot;http://www.sbnation.com/mlb/players/592/delmon-young&quot; class=&quot;sbn-auto-link&quot;&gt;Delmon Young&lt;/a&gt;.  Amaro's message is clear: RBI = production.  Who cares that Ibanez had a lot of RBI largely because he batted behind the ever-on-base Werth?  RBI = production.  This is what your boss is telling you, and as recently as last year some people thought you wouldn't cut it as a major league regular.  And while he still has some time to emerge, 25 years old isn't &lt;i&gt;that&lt;/i&gt; young, and he'll be 26 in September.  This is a critical season for Brown.&lt;/p&gt;
&lt;p&gt;Just yesterday, Amaro called out virtually every Phillies hitter, saying they need to produce (his favorite word) more. But there was one player who was doing just fine in his book.&lt;/p&gt;
&lt;p&gt;&quot;I'm happy with what Domonic Brown has been doing,&quot; Amaro told Philly Inquirer writer Bob Brookover.&lt;/p&gt;
&lt;p&gt;If you were Brown, would you change your approach?&lt;/p&gt;
&lt;p&gt;Granted, I don't know how much influence Amaro has on an everyday basis, or what hitting coach Wally Joyner is telling Brown.  But I do know who's writing Dom's paycheck.&lt;/p&gt;
&lt;p&gt;Brown has to maintain a decent walk rate to be an effective hitter.  Despite his recent power surge, he still has put up a .334 wOBA and .266 OBP in the month. If that's the ballpark of his current ceiling as an aggressive swinger, it's not a worthy sacrifice.&lt;/p&gt;
&lt;p&gt;I'm just afraid that Philly's management doesn't see it that way, and what bearing that may have on his maturation at the plate.  Fittingly, Delmon Young serves as a cautionary tale.&lt;/p&gt;
&lt;p&gt;&lt;i&gt;All statistics courtesy of FanGraphs and Baseball-Reference.&lt;/i&gt;&lt;/p&gt;




 	&lt;fieldset class=&quot;poll-box&quot;&gt;
  &lt;legend&gt;Poll&lt;/legend&gt; 
  &lt;h5 class=&quot;poll-title&quot;&gt;Brown's new aggressive approach is&lt;/h5&gt;
  
    
&lt;div id=&quot;poll_container_180069_230196043&quot; class=&quot;poll_container&quot;&gt;
  
    &lt;div class=&quot;poll_option clearfix&quot;&gt;
      &lt;div class=&quot;poll_option_percentage&quot; style=&quot;display:none&quot;&gt;43%&lt;/div&gt;
      &lt;div class=&quot;poll_option_result&quot;&gt;
      &lt;h5&gt;an explicit choice to attempt to drive the ball more&lt;/h5&gt;
      &lt;div class=&quot;poll_option_bar&quot;&gt;&lt;span class=&quot;vote_count&quot;&gt;3&lt;/span&gt; votes&lt;/div&gt;
      &lt;/div&gt;
    &lt;/div&gt;
  
    &lt;div class=&quot;poll_option clearfix&quot;&gt;
      &lt;div class=&quot;poll_option_percentage&quot; style=&quot;display:none&quot;&gt;14%&lt;/div&gt;
      &lt;div class=&quot;poll_option_result&quot;&gt;
      &lt;h5&gt;a skill change of lost plate discipline&lt;/h5&gt;
      &lt;div class=&quot;poll_option_bar&quot;&gt;&lt;span class=&quot;vote_count&quot;&gt;1&lt;/span&gt; votes&lt;/div&gt;
      &lt;/div&gt;
    &lt;/div&gt;
  
    &lt;div class=&quot;poll_option clearfix&quot;&gt;
      &lt;div class=&quot;poll_option_percentage&quot; style=&quot;display:none&quot;&gt;43%&lt;/div&gt;
      &lt;div class=&quot;poll_option_result&quot;&gt;
      &lt;h5&gt;just sample noise&lt;/h5&gt;
      &lt;div class=&quot;poll_option_bar&quot;&gt;&lt;span class=&quot;vote_count&quot;&gt;3&lt;/span&gt; votes&lt;/div&gt;
      &lt;/div&gt;
    &lt;/div&gt;
  
  &lt;p class=&quot;poll-total-votes&quot;&gt;&lt;strong&gt;7&lt;/strong&gt; votes
      
    | &lt;span class=&quot;poll-has-closed&quot;&gt;Poll has closed&lt;/span&gt;
  
  &lt;/p&gt;  
&lt;/div&gt;

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</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/5/24/4362038/dom-brown-walks-and-keeping-your-job"/>
    <id>http://www.beyondtheboxscore.com/2013/5/24/4362038/dom-brown-walks-and-keeping-your-job</id>
    <author>
      <name>Andrew Shen</name>
    </author>
  </entry>
  <entry>
    <published>2013-05-11T03:04:07Z</published>
    <updated>2013-05-11T03:04:07Z</updated>
    <title>Darvish, Moore, and the Elements of Control</title>
    <content type="html">
  










  &lt;p&gt;Heading into the 2012 season, many people were anxious to see how talented rookies &lt;a href=&quot;http://www.sbnation.com/mlb/players/151346/yu-darvish&quot; class=&quot;sbn-auto-link&quot;&gt;Yu Darvish&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/players/143238/matt-moore&quot; class=&quot;sbn-auto-link&quot;&gt;Matt Moore&lt;/a&gt; would perform. Darvish was advertised as the best Asian pitching import this side of &lt;a href=&quot;http://www.sbnation.com/mlb/players/31701/hideo-nomo&quot; class=&quot;sbn-auto-link&quot;&gt;Hideo Nomo&lt;/a&gt;, dominating the Japan Pacific League for over five years with statistics that looked like typos: a 1.72 ERA, 0.89 WHIP, and strikeout-to-walk ratio of 5.0.&lt;/p&gt;
&lt;p&gt;Moore was recognized as one of the top overall prospects in the minors, punching out 12.7 batters per nine innings, and did not disappoint in a strongly brewed cup of coffee in 2011. With the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/tampa-bay-rays&quot; class=&quot;sbn-auto-link&quot;&gt;Rays&lt;/a&gt; needing every single win to complete their now legendary comeback over the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/boston-red-sox&quot; class=&quot;sbn-auto-link&quot;&gt;Red Sox&lt;/a&gt;, Moore struck out 11 &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-yankees&quot; class=&quot;sbn-auto-link&quot;&gt;Yankees&lt;/a&gt; in his first major league start. He then spun seven shutout against the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/texas-rangers&quot; class=&quot;sbn-auto-link&quot;&gt;Rangers&lt;/a&gt; in the playoffs, allowing just four baserunners.&lt;/p&gt;
&lt;p&gt;The stage was set for an epic Rookie of the Year race (a certain Steelhead notwithstanding).&lt;/p&gt;
&lt;p&gt;But while there were flashes of brilliance, it became clear as early as April that there were going to be growing pains. For the pessimists, it was evident from the first batter Darvish faced, walking the mighty &lt;a href=&quot;http://www.sbnation.com/mlb/players/636/chone-figgins&quot; class=&quot;sbn-auto-link&quot;&gt;Chone Figgins&lt;/a&gt; on four pitches to begin his MLB career. Both would labor through their early starts, with Yu issuing 14 free passes in his first three appearances, while Moore walked nine in his first two. Unfortunately, the struggles were not just due to possible early season jitters, as they'd both go on to be among the league's worst in walk rate:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; style=&quot;border-collapse: collapse; width: 143pt;&quot; cellpadding=&quot;0&quot; width=&quot;190&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt; width: 95pt;&quot; width=&quot;126&quot;&gt;&lt;/td&gt;
&lt;td class=&quot;xl23&quot; style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;BB%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/17796/edinson-volquez&quot; class=&quot;sbn-auto-link&quot;&gt;Edinson Volquez&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;13.1%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/32499/ricky-romero&quot; class=&quot;sbn-auto-link&quot;&gt;Ricky Romero&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;12.7%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/537/ubaldo-jimenez&quot; class=&quot;sbn-auto-link&quot;&gt;Ubaldo Jimenez&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;11.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;Yu Darvish&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;&lt;b&gt;10.9%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/1090/tim-lincecum&quot; class=&quot;sbn-auto-link&quot;&gt;Tim Lincecum&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;10.9%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/451/aaron-harang&quot; class=&quot;sbn-auto-link&quot;&gt;Aaron Harang&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;10.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;Matt Moore&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;&lt;b&gt;10.7%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Quite simply, that is not good company. Having watched Darvish in particular a good amount, this was not just a product of nibbling or a Trevor Bauer-like mentality to always go for the punch out at any cost. There were times he just could not throw a strike even if he so desparately wanted to. He commonly walked &lt;i&gt;bad&lt;/i&gt; hitters, on four or five pitches, often times not coming close to the target or plate.&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; width=&quot;100%&quot; cellpadding=&quot;0&quot;&gt;&lt;tbody&gt;&lt;tr class=&quot;ysptblthbody2&quot; style=&quot;font-size: 12px; background-color: #eeeeee;&quot;&gt;
&lt;td class=&quot;yspdetailttl&quot; height=&quot;18&quot; style=&quot;font-size: 11px; line-height: normal; font-weight: bold;&quot;&gt;Bottom 4th: Seattle&lt;/td&gt;
&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;
&lt;table cellspacing=&quot;5&quot; border=&quot;0&quot; width=&quot;100%&quot; cellpadding=&quot;0&quot;&gt;&lt;tbody&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspscores&quot; style=&quot;font-size: 11px; line-height: normal;&quot;&gt;- J. Jaso walked&lt;/td&gt;
&lt;/tr&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspscores&quot; style=&quot;font-size: 11px; line-height: normal;&quot;&gt;- M. Carp walked, J. Jaso to second&lt;/td&gt;
&lt;/tr&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspscores&quot; style=&quot;font-size: 11px; line-height: normal;&quot;&gt;- J. Jaso to third, M. Carp to second on passed ball&lt;/td&gt;
&lt;/tr&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspscores&quot; style=&quot;font-size: 11px; line-height: normal;&quot;&gt;- B. Ryan walked&lt;/td&gt;
&lt;/tr&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspdetailttl yspscored&quot;&gt;
&lt;p style=&quot;color: #328617; font-size: 11px; font-weight: bold; line-height: normal;&quot;&gt;- D. Ackley singled to shallow right, J. Jaso scored, M. Carp to third, B. Ryan to second&lt;/p&gt;
&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;With apologies to Jaso, who is not a bad hitter, maddening sequences like those were not all that infrequent.&lt;/p&gt;
&lt;p&gt;Still, thanks largely to a sparkling September, Darvish finished the season with a 3.29 FIP, and Moore posted a 3.01 ERA after the All-Star Break. For the season, their swing and contact rates were remarkably similar:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; style=&quot;border-collapse: collapse; width: 534pt;&quot; cellpadding=&quot;0&quot; width=&quot;709&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt; width: 55pt;&quot; width=&quot;73&quot;&gt;&lt;/td&gt;
&lt;td style=&quot;width: 51pt;&quot; width=&quot;68&quot;&gt;&lt;b&gt;O-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;Z-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 59pt;&quot; width=&quot;78&quot;&gt;&lt;b&gt;O-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 56pt;&quot; width=&quot;75&quot;&gt;&lt;b&gt;Z-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 37pt;&quot; width=&quot;49&quot;&gt;&lt;b&gt;Zone%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;F-Strike%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;SwStr%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;K%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl24&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=13074&amp;position=P&quot;&gt;Yu Darvish&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;30.8%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;63.4%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;45.1%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;57.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;82.6%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;72.8%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;44.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;58.5%&lt;/td&gt;
&lt;td class=&quot;xl26&quot; style=&quot;border-left: none;&quot;&gt;11.8%&lt;/td&gt;
&lt;td class=&quot;xl27&quot; style=&quot;border-left: none;&quot;&gt;27.1%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl24&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1890&amp;position=P&quot;&gt;Matt Moore&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;28.2%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;67.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;47.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;59.7%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;81.2%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;74.6%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;48.4%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;60.1%&lt;/td&gt;
&lt;td class=&quot;xl26&quot; style=&quot;border-left: none;&quot;&gt;11.8%&lt;/td&gt;
&lt;td class=&quot;xl27&quot; style=&quot;border-left: none;&quot;&gt;23.1%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Yu's 72.8% contact rate was the lowest among qualified starters, and they both missed bats with the best of them, either in or out of the strike zone. No one could doubt the quality of their stuff. It was a matter of whether they could harness it.&lt;/p&gt;
&lt;p&gt;And in their sophomore seasons, they've gone in polar opposite directions.&lt;/p&gt;
&lt;p&gt;Darvish is breaking projection systems with a 40% strikeout rate (72 in 45 2/3 innings), inciting chats and comment sections across the worldwide web on whether Yu can become the first to 300 Ks since &lt;a href=&quot;http://www.sbnation.com/mlb/players/765/randy-johnson&quot; class=&quot;sbn-auto-link&quot;&gt;Randy Johnson&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/players/289/curt-schilling&quot; class=&quot;sbn-auto-link&quot;&gt;Curt Schilling&lt;/a&gt; in 2002. For all the discussion in Washington about creating jobs, we need more people making Yu Darvish GIFs.&lt;/p&gt;
&lt;p&gt;He faces the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/houston-astros&quot; class=&quot;sbn-auto-link&quot;&gt;Astros&lt;/a&gt; again tomorrow. Pray for them.&lt;/p&gt;
&lt;p&gt;But while these current rates are simply mind-blowing (and unsustainable), we've known Yu could rack up the Ks. What has been even more heart-warming is that he has trimmed his walk rate all the way down to 8.4%, and 2.96 per nine. Making him the best pitcher in baseball right now.&lt;/p&gt;
&lt;p&gt;---&lt;/p&gt;
&lt;p&gt;Matt Moore, on the other hand, has not only not improved, he's taken steps back. After issuing just one free pass in his first start of the season, Moore has walked eight in his last ten innings, and now owns the league's worst walk rate at 13.2%. Despite his shiny 2.14 ERA, his FIP is 4.42, with a BABIP of .196. Yes yes we know about the Rays' magical abilities to prevent runs, but I doubt any of their coaches are celebrating Moore's start in earnest.&lt;/p&gt;
&lt;p&gt;So how do these two phenoms, who looked so similarly a year ago, look so differently in 2013? Let's start with Moore:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; style=&quot;border-collapse: collapse; width: 486pt;&quot; cellpadding=&quot;0&quot; width=&quot;645&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt; width: 55pt;&quot; width=&quot;73&quot;&gt;&lt;/td&gt;
&lt;td style=&quot;width: 51pt;&quot; width=&quot;68&quot;&gt;&lt;b&gt;O-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;Z-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 59pt;&quot; width=&quot;78&quot;&gt;&lt;b&gt;O-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 56pt;&quot; width=&quot;75&quot;&gt;&lt;b&gt;Z-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 37pt;&quot; width=&quot;49&quot;&gt;&lt;b&gt;Zone%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;F-Strike%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;SwStr%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl26&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;b&gt;2012&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;28.2%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;67.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;47.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;59.7%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;81.2%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;74.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;48.4%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;60.1%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;11.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl26&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;b&gt;2013&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;24.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;58.5%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;39.8%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;61.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;87.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;78.8%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;45.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;47.4%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;8.2%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;The number that immediately jumps out is the First Strike %. We know how strongly correlated that is with walk rate, and yes, Moore's 47.4% is the lowest in the league. And it's wreaking havoc on the rest of his profile.&lt;/p&gt;
&lt;p&gt;Hitters are swinging less overall (third lowest in league) because they know he struggles to find the plate, and are chasing less because they don't have two strikes. But are making more contact when they do get a pitch in the zone, because they are likely ahead in the count and expecting the fastball.&lt;/p&gt;
&lt;p&gt;That cover it?&lt;/p&gt;
&lt;p&gt;Obviously it's not that simple. But you can see the trend- he needs to get strike one early. With league-wide scouting as advanced as it is, that means it needs to be in the zone more often than not, as hitters are not going to help him out by fishing at first-pitch balls.&lt;/p&gt;
&lt;p&gt;---&lt;/p&gt;
&lt;p&gt;For Darvish, the rates paint a pretty interesting picture:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; style=&quot;border-collapse: collapse; width: 486pt;&quot; cellpadding=&quot;0&quot; width=&quot;645&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt; width: 55pt;&quot; width=&quot;73&quot;&gt;&lt;/td&gt;
&lt;td style=&quot;width: 51pt;&quot; width=&quot;68&quot;&gt;&lt;b&gt;O-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;Z-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 59pt;&quot; width=&quot;78&quot;&gt;&lt;b&gt;O-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 56pt;&quot; width=&quot;75&quot;&gt;&lt;b&gt;Z-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 37pt;&quot; width=&quot;49&quot;&gt;&lt;b&gt;Zone%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;F-Strike%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;SwStr%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl26&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;b&gt;2012&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;30.8%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;63.4%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;45.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;57.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;82.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;72.8%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;44.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;58.5%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;11.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl26&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;b&gt;2013&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;31.7%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;61.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;44.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;40.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;75.3%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;61.3%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;43.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;59.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;16.7%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;This will be very surprising to you, I know, but all of his contact rates are the lowest in baseball, and his SwStr% the highest (side note: &lt;a href=&quot;http://www.sbnation.com/mlb/players/792/ryan-dempster&quot; class=&quot;sbn-auto-link&quot;&gt;Ryan Dempster&lt;/a&gt; has been extraordinarily good). But his Zone% is essentially the same, as is his F-Strike%. He's not throwing any more strikes in terms of location than he did last year, nor are hitters swinging more overall- &lt;i&gt;they're just missing when they do&lt;/i&gt;.&lt;/p&gt;
&lt;p&gt;And that speaks to the excellence of his slider. He's more than doubled his usage of his best secondary pitch, up to 31.5% from 14.3% last year, particularly at the expense of his four-seamer (down to 34% from 47%).  For heaven's sake, I hope his elbow stays intact, because the effectiveness is startling:&lt;/p&gt;
&lt;p&gt;1. Hitters are making contact at the same rate on Darvish's pitches &lt;i&gt;in the strike zone&lt;/i&gt;, as &lt;i&gt;all&lt;/i&gt; of &lt;a href=&quot;http://www.sbnation.com/mlb/players/307/felix-hernandez&quot; class=&quot;sbn-auto-link&quot;&gt;Felix Hernandez's&lt;/a&gt; pitches.&lt;/p&gt;
&lt;p&gt;2. Hitters are making contact at the same rate on all of Darvish's pitches, as &lt;a href=&quot;http://www.sbnation.com/mlb/players/33951/clayton-kershaw&quot; class=&quot;sbn-auto-link&quot;&gt;Clayton Kershaw's&lt;/a&gt; pitches &lt;i&gt;out of the zone&lt;/i&gt;.&lt;/p&gt;
&lt;p&gt;3. Darvish's 75.3% Z-Contact% (contact rate on pitches in the zone) would be the lowest since &lt;a href=&quot;http://www.sbnation.com/mlb/players/733/johan-santana&quot; class=&quot;sbn-auto-link&quot;&gt;Johan Santana's&lt;/a&gt; 74.6% in 2004.  He was pretty good that year.&lt;/p&gt;
&lt;p&gt;There is nothing wrong with Matt Moore's Contact % of 78.8%. But it's not good enough to make up for his mediocre control.&lt;/p&gt;
&lt;p&gt;Yu Darvish also has mediocre control. But hitters don't foul off his pitches- they miss. Meaning a lower strike percentage for Darvish is not equivalent to those of other pitchers, when a good amount of those &quot;strikes&quot; are boosting the ratio, but not putting away anyone.  If a hitter is fooled just once by a darting pitch out of the zone, with Yu's 40.6% O-Contact rate, he's toast.&lt;/p&gt;
&lt;p&gt;Darvish has fixed his walk rate, his one Achilles' heel, but not in the conventional way of being around the plate more.&lt;/p&gt;
&lt;p&gt;He's fixed it by being practically untouchable.&lt;/p&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;&lt;i&gt;All statistics courtesy of FanGraphs, Baseball-Reference, and that ugly play-by-play box from Yahoo!.&lt;/i&gt;&lt;/p&gt;
&lt;p&gt;&lt;i&gt;Andrew is a fan contributor to Beyond the Box Score and Fake Teams. He graduated from Stanford in 2009 with a degree in Communication, and currently works at a financial services firm in San Francisco. But he'd like to be a sports writer some day. Any feedback is much appreciated.&lt;/i&gt;&lt;/p&gt;
&lt;p&gt;Heading into the 2012 season, many people were anxious to see how talented rookies &lt;a href=&quot;http://www.sbnation.com/mlb/players/151346/yu-darvish&quot; class=&quot;sbn-auto-link&quot;&gt;Yu Darvish&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/players/143238/matt-moore&quot; class=&quot;sbn-auto-link&quot;&gt;Matt Moore&lt;/a&gt; would perform. Darvish was advertised as the best Asian pitching import this side of &lt;a href=&quot;http://www.sbnation.com/mlb/players/31701/hideo-nomo&quot; class=&quot;sbn-auto-link&quot;&gt;Hideo Nomo&lt;/a&gt;, dominating the Japan Pacific League for over five years with statistics that looked like typos: a 1.72 ERA, 0.89 WHIP, and strikeout-to-walk ratio of 5.0.&lt;/p&gt;
&lt;p&gt;Moore was recognized as one of the top overall prospects in the minors, punching out 12.7 batters per nine innings, and did not disappoint in a strongly brewed cup of coffee in 2011. With the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/tampa-bay-rays&quot; class=&quot;sbn-auto-link&quot;&gt;Rays&lt;/a&gt; needing every single win to complete their now legendary comeback over the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/boston-red-sox&quot; class=&quot;sbn-auto-link&quot;&gt;Red Sox&lt;/a&gt;, Moore struck out 11 &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-yankees&quot; class=&quot;sbn-auto-link&quot;&gt;Yankees&lt;/a&gt; in his first major league start. He then spun seven shutout against the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/texas-rangers&quot; class=&quot;sbn-auto-link&quot;&gt;Rangers&lt;/a&gt; in the playoffs, allowing just four baserunners.&lt;/p&gt;
&lt;p&gt;The stage was set for an epic Rookie of the Year race (a certain Steelhead notwithstanding).&lt;/p&gt;
&lt;p&gt;But while there were flashes of brilliance, it became clear as early as April that there were going to be growing pains. For the pessimists, it was evident from the first batter Darvish faced, walking the mighty &lt;a href=&quot;http://www.sbnation.com/mlb/players/636/chone-figgins&quot; class=&quot;sbn-auto-link&quot;&gt;Chone Figgins&lt;/a&gt; on four pitches to begin his MLB career. Both would labor through their early starts, with Yu issuing 14 free passes in his first three appearances, while Moore walked nine in his first two. Unfortunately, the struggles were not just due to possible early season jitters, as they'd both go on to be among the league's worst in walk rate:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; style=&quot;border-collapse: collapse; width: 143pt;&quot; cellpadding=&quot;0&quot; width=&quot;190&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt; width: 95pt;&quot; width=&quot;126&quot;&gt;&lt;/td&gt;
&lt;td class=&quot;xl23&quot; style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;BB%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/17796/edinson-volquez&quot; class=&quot;sbn-auto-link&quot;&gt;Edinson Volquez&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;13.1%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/32499/ricky-romero&quot; class=&quot;sbn-auto-link&quot;&gt;Ricky Romero&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;12.7%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/537/ubaldo-jimenez&quot; class=&quot;sbn-auto-link&quot;&gt;Ubaldo Jimenez&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;11.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;Yu Darvish&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;&lt;b&gt;10.9%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/1090/tim-lincecum&quot; class=&quot;sbn-auto-link&quot;&gt;Tim Lincecum&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;10.9%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/451/aaron-harang&quot; class=&quot;sbn-auto-link&quot;&gt;Aaron Harang&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;10.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;&lt;b&gt;Matt Moore&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl22&quot; align=&quot;right&quot;&gt;&lt;b&gt;10.7%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Quite simply, that is not good company. Having watched Darvish in particular a good amount, this was not just a product of nibbling or a Trevor Bauer-like mentality to always go for the punch out at any cost. There were times he just could not throw a strike even if he so desparately wanted to. He commonly walked &lt;i&gt;bad&lt;/i&gt; hitters, on four or five pitches, often times not coming close to the target or plate.&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; width=&quot;100%&quot; cellpadding=&quot;0&quot;&gt;&lt;tbody&gt;&lt;tr class=&quot;ysptblthbody2&quot; style=&quot;font-size: 12px; background-color: #eeeeee;&quot;&gt;
&lt;td class=&quot;yspdetailttl&quot; height=&quot;18&quot; style=&quot;font-size: 11px; line-height: normal; font-weight: bold;&quot;&gt;Bottom 4th: Seattle&lt;/td&gt;
&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;
&lt;table cellspacing=&quot;5&quot; border=&quot;0&quot; width=&quot;100%&quot; cellpadding=&quot;0&quot;&gt;&lt;tbody&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspscores&quot; style=&quot;font-size: 11px; line-height: normal;&quot;&gt;- J. Jaso walked&lt;/td&gt;
&lt;/tr&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspscores&quot; style=&quot;font-size: 11px; line-height: normal;&quot;&gt;- M. Carp walked, J. Jaso to second&lt;/td&gt;
&lt;/tr&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspscores&quot; style=&quot;font-size: 11px; line-height: normal;&quot;&gt;- J. Jaso to third, M. Carp to second on passed ball&lt;/td&gt;
&lt;/tr&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspscores&quot; style=&quot;font-size: 11px; line-height: normal;&quot;&gt;- B. Ryan walked&lt;/td&gt;
&lt;/tr&gt;
&lt;tr style=&quot;font-size: 12px;&quot;&gt;
&lt;td class=&quot;yspdetailttl yspscored&quot;&gt;
&lt;p style=&quot;color: #328617; font-size: 11px; font-weight: bold; line-height: normal;&quot;&gt;- D. Ackley singled to shallow right, J. Jaso scored, M. Carp to third, B. Ryan to second&lt;/p&gt;
&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;With apologies to Jaso, who is not a bad hitter, maddening sequences like those were not all that infrequent.&lt;/p&gt;
&lt;p&gt;Still, thanks largely to a sparkling September, Darvish finished the season with a 3.29 FIP, and Moore posted a 3.01 ERA after the All-Star Break. For the season, their swing and contact rates were remarkably similar:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; style=&quot;border-collapse: collapse; width: 534pt;&quot; cellpadding=&quot;0&quot; width=&quot;709&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt; width: 55pt;&quot; width=&quot;73&quot;&gt;&lt;/td&gt;
&lt;td style=&quot;width: 51pt;&quot; width=&quot;68&quot;&gt;&lt;b&gt;O-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;Z-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 59pt;&quot; width=&quot;78&quot;&gt;&lt;b&gt;O-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 56pt;&quot; width=&quot;75&quot;&gt;&lt;b&gt;Z-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 37pt;&quot; width=&quot;49&quot;&gt;&lt;b&gt;Zone%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;F-Strike%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;SwStr%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;K%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl24&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=13074&amp;position=P&quot;&gt;Yu Darvish&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;30.8%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;63.4%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;45.1%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;57.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;82.6%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;72.8%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;44.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;58.5%&lt;/td&gt;
&lt;td class=&quot;xl26&quot; style=&quot;border-left: none;&quot;&gt;11.8%&lt;/td&gt;
&lt;td class=&quot;xl27&quot; style=&quot;border-left: none;&quot;&gt;27.1%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl24&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;a href=&quot;http://www.fangraphs.com/statss.aspx?playerid=1890&amp;position=P&quot;&gt;Matt Moore&lt;/a&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;28.2%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;67.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;47.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;59.7%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;81.2%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;74.6%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;48.4%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;60.1%&lt;/td&gt;
&lt;td class=&quot;xl26&quot; style=&quot;border-left: none;&quot;&gt;11.8%&lt;/td&gt;
&lt;td class=&quot;xl27&quot; style=&quot;border-left: none;&quot;&gt;23.1%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Yu's 72.8% contact rate was the lowest among qualified starters, and they both missed bats with the best of them, either in or out of the strike zone. No one could doubt the quality of their stuff. It was a matter of whether they could harness it.&lt;/p&gt;
&lt;p&gt;And in their sophomore seasons, they've gone in polar opposite directions.&lt;/p&gt;
&lt;p&gt;Darvish is breaking projection systems with a 40% strikeout rate (72 in 45 2/3 innings), inciting chats and comment sections across the worldwide web on whether Yu can become the first to 300 Ks since &lt;a href=&quot;http://www.sbnation.com/mlb/players/765/randy-johnson&quot; class=&quot;sbn-auto-link&quot;&gt;Randy Johnson&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/players/289/curt-schilling&quot; class=&quot;sbn-auto-link&quot;&gt;Curt Schilling&lt;/a&gt; in 2002. For all the discussion in Washington about creating jobs, we need more people making Yu Darvish GIFs.&lt;/p&gt;
&lt;p&gt;He faces the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/houston-astros&quot; class=&quot;sbn-auto-link&quot;&gt;Astros&lt;/a&gt; again tomorrow. Pray for them.&lt;/p&gt;
&lt;p&gt;But while these current rates are simply mind-blowing (and unsustainable), we've known Yu could rack up the Ks. What has been even more heart-warming is that he has trimmed his walk rate all the way down to 8.4%, and 2.96 per nine. Making him the best pitcher in baseball right now.&lt;/p&gt;
&lt;p&gt;---&lt;/p&gt;
&lt;p&gt;Matt Moore, on the other hand, has not only not improved, he's taken steps back. After issuing just one free pass in his first start of the season, Moore has walked eight in his last ten innings, and now owns the league's worst walk rate at 13.2%. Despite his shiny 2.14 ERA, his FIP is 4.42, with a BABIP of .196. Yes yes we know about the Rays' magical abilities to prevent runs, but I doubt any of their coaches are celebrating Moore's start in earnest.&lt;/p&gt;
&lt;p&gt;So how do these two phenoms, who looked so similarly a year ago, look so differently in 2013? Let's start with Moore:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; style=&quot;border-collapse: collapse; width: 486pt;&quot; cellpadding=&quot;0&quot; width=&quot;645&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt; width: 55pt;&quot; width=&quot;73&quot;&gt;&lt;/td&gt;
&lt;td style=&quot;width: 51pt;&quot; width=&quot;68&quot;&gt;&lt;b&gt;O-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;Z-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 59pt;&quot; width=&quot;78&quot;&gt;&lt;b&gt;O-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 56pt;&quot; width=&quot;75&quot;&gt;&lt;b&gt;Z-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 37pt;&quot; width=&quot;49&quot;&gt;&lt;b&gt;Zone%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;F-Strike%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;SwStr%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl26&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;b&gt;2012&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;28.2%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;67.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;47.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;59.7%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;81.2%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;74.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;48.4%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;60.1%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;11.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl26&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;b&gt;2013&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;24.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;58.5%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;39.8%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;61.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;87.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;78.8%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;45.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;47.4%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;8.2%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;The number that immediately jumps out is the First Strike %. We know how strongly correlated that is with walk rate, and yes, Moore's 47.4% is the lowest in the league. And it's wreaking havoc on the rest of his profile.&lt;/p&gt;
&lt;p&gt;Hitters are swinging less overall (third lowest in league) because they know he struggles to find the plate, and are chasing less because they don't have two strikes. But are making more contact when they do get a pitch in the zone, because they are likely ahead in the count and expecting the fastball.&lt;/p&gt;
&lt;p&gt;That cover it?&lt;/p&gt;
&lt;p&gt;Obviously it's not that simple. But you can see the trend- he needs to get strike one early. With league-wide scouting as advanced as it is, that means it needs to be in the zone more often than not, as hitters are not going to help him out by fishing at first-pitch balls.&lt;/p&gt;
&lt;p&gt;---&lt;/p&gt;
&lt;p&gt;For Darvish, the rates paint a pretty interesting picture:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; style=&quot;border-collapse: collapse; width: 486pt;&quot; cellpadding=&quot;0&quot; width=&quot;645&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; style=&quot;height: 12.75pt; width: 55pt;&quot; width=&quot;73&quot;&gt;&lt;/td&gt;
&lt;td style=&quot;width: 51pt;&quot; width=&quot;68&quot;&gt;&lt;b&gt;O-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;Z-Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;Swing%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 59pt;&quot; width=&quot;78&quot;&gt;&lt;b&gt;O-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 56pt;&quot; width=&quot;75&quot;&gt;&lt;b&gt;Z-Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 48pt;&quot; width=&quot;64&quot;&gt;&lt;b&gt;Contact%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 37pt;&quot; width=&quot;49&quot;&gt;&lt;b&gt;Zone%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 49pt;&quot; width=&quot;65&quot;&gt;&lt;b&gt;F-Strike%&lt;/b&gt;&lt;/td&gt;
&lt;td style=&quot;width: 41pt;&quot; width=&quot;54&quot;&gt;&lt;b&gt;SwStr%&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl26&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;b&gt;2012&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;30.8%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;63.4%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;45.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;57.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;82.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;72.8%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;44.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;58.5%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;11.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;
&lt;td class=&quot;xl26&quot; height=&quot;18&quot; style=&quot;height: 13.5pt;&quot;&gt;&lt;b&gt;2013&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;31.7%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;61.1%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;44.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;40.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;75.3%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;61.3%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;43.6%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; style=&quot;border-left: none;&quot;&gt;59.0%&lt;/td&gt;
&lt;td class=&quot;xl25&quot; style=&quot;border-left: none;&quot;&gt;16.7%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;This will be very surprising to you, I know, but all of his contact rates are the lowest in baseball, and his SwStr% the highest (side note: &lt;a href=&quot;http://www.sbnation.com/mlb/players/792/ryan-dempster&quot; class=&quot;sbn-auto-link&quot;&gt;Ryan Dempster&lt;/a&gt; has been extraordinarily good). But his Zone% is essentially the same, as is his F-Strike%. He's not throwing any more strikes in terms of location than he did last year, nor are hitters swinging more overall- &lt;i&gt;they're just missing when they do&lt;/i&gt;.&lt;/p&gt;
&lt;p&gt;And that speaks to the excellence of his slider. He's more than doubled his usage of his best secondary pitch, up to 31.5% from 14.3% last year, particularly at the expense of his four-seamer (down to 34% from 47%).  For heaven's sake, I hope his elbow stays intact, because the effectiveness is startling:&lt;/p&gt;
&lt;p&gt;1. Hitters are making contact at the same rate on Darvish's pitches &lt;i&gt;in the strike zone&lt;/i&gt;, as &lt;i&gt;all&lt;/i&gt; of &lt;a href=&quot;http://www.sbnation.com/mlb/players/307/felix-hernandez&quot; class=&quot;sbn-auto-link&quot;&gt;Felix Hernandez's&lt;/a&gt; pitches.&lt;/p&gt;
&lt;p&gt;2. Hitters are making contact at the same rate on all of Darvish's pitches, as &lt;a href=&quot;http://www.sbnation.com/mlb/players/33951/clayton-kershaw&quot; class=&quot;sbn-auto-link&quot;&gt;Clayton Kershaw's&lt;/a&gt; pitches &lt;i&gt;out of the zone&lt;/i&gt;.&lt;/p&gt;
&lt;p&gt;3. Darvish's 75.3% Z-Contact% (contact rate on pitches in the zone) would be the lowest since &lt;a href=&quot;http://www.sbnation.com/mlb/players/733/johan-santana&quot; class=&quot;sbn-auto-link&quot;&gt;Johan Santana's&lt;/a&gt; 74.6% in 2004.  He was pretty good that year.&lt;/p&gt;
&lt;p&gt;There is nothing wrong with Matt Moore's Contact % of 78.8%. But it's not good enough to make up for his mediocre control.&lt;/p&gt;
&lt;p&gt;Yu Darvish also has mediocre control. But hitters don't foul off his pitches- they miss. Meaning a lower strike percentage for Darvish is not equivalent to those of other pitchers, when a good amount of those &quot;strikes&quot; are boosting the ratio, but not putting away anyone.  If a hitter is fooled just once by a darting pitch out of the zone, with Yu's 40.6% O-Contact rate, he's toast.&lt;/p&gt;
&lt;p&gt;Darvish has fixed his walk rate, his one Achilles' heel, but not in the conventional way of being around the plate more.&lt;/p&gt;
&lt;p&gt;He's fixed it by being practically untouchable.&lt;/p&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;&lt;i&gt;All statistics courtesy of FanGraphs, Baseball-Reference, and that ugly play-by-play box from Yahoo!.&lt;/i&gt;&lt;/p&gt;
&lt;p&gt;&lt;i&gt;Andrew is a fan contributor to Beyond the Box Score and Fake Teams. He graduated from Stanford in 2009 with a degree in Communication, and currently works at a financial services firm in San Francisco. But he'd like to be a sports writer some day. Any feedback is much appreciated.&lt;/i&gt;&lt;/p&gt;




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  &lt;h5 class=&quot;poll-title&quot;&gt;Walks per 9 for Darvish, rest of season: O/U 3.3&lt;/h5&gt;
  
    
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</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/5/10/4320692/darvish-moore-and-the-elements-of-control"/>
    <id>http://www.beyondtheboxscore.com/2013/5/10/4320692/darvish-moore-and-the-elements-of-control</id>
    <author>
      <name>Andrew Shen</name>
    </author>
  </entry>
  <entry>
    <published>2013-05-09T17:29:37Z</published>
    <updated>2013-05-09T17:29:37Z</updated>
    <title>Lucas Duda, Small Donkey</title>
    <content type="html">
  










  &lt;p&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/34105/lucas-duda&quot; class=&quot;sbn-auto-link&quot;&gt;Lucas Duda&lt;/a&gt; looks like a power hitter.  He attempts to smile for his ESPN photo, but halfway through realizes how disingenuous it feels, and settles on an awkward smirk that more closely resembles a grimace than a friendly greeting. His beard is unkempt and unpretentious, different from many of the perfectly groomed and calculated ones around the league, as if to say, &quot;what am I supposed to do&amp;hellip;it grows.&quot;  He is tired of abiding by bad &lt;i&gt;Big Lebowski&lt;/i&gt; puns, and enjoys taking his frustration out on incoming baseballs.  With his 6&amp;rsquo;4,&quot; 254 pound frame, the large lefty steps aggressively close to home plate, daring you to beat him inside while positioning himself perfectly for mistakes on the outer half.  Mistakes like last night&amp;rsquo;s straight 91 mph fastball away at the letters from &lt;a href=&quot;http://www.sbnation.com/mlb/players/245/jake-peavy&quot; class=&quot;sbn-auto-link&quot;&gt;Jake Peavy&lt;/a&gt;.  Which was gently deposited into Citi Field's second deck.&lt;/p&gt;
&lt;p&gt;Of course, that is a romanticized notion of what Lucas Duda, power hitter, should be.   To say that he has performed like one throughout his entire baseball career would be an overstatement.  But so far in 2013, he is looking like a reasonable facsimile of another scruffy bearded, lefty slugger: Big Donkey Adam Dunn.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;Duda&amp;rsquo;s 2013 slash line: .239 - .391 - .522; .391 wOBA&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;Dunn over his age 27-28 seasons: .248 - .375 - .521; .380 wOBA&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;Dunn&amp;rsquo;s career line: .238 - .368 - .496; .370 wOBA&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;High BABIPs are often the poster child stat for unsustainable starts, but is not a factor here considering Duda&amp;rsquo;s .239 batting average (.283 BABIP, as it turns out).  Still, we&amp;rsquo;re still dealing with a miniscule 115 PA sample.  His 18.3% walk rate is good for fourth in the league, in line with far more established hitters &lt;a href=&quot;http://www.sbnation.com/mlb/players/19823/joey-votto&quot; class=&quot;sbn-auto-link&quot;&gt;Joey Votto&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/players/368/lance-berkman&quot; class=&quot;sbn-auto-link&quot;&gt;Lance Berkman&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/players/873/david-wright&quot; class=&quot;sbn-auto-link&quot;&gt;David Wright&lt;/a&gt;, and &lt;a href=&quot;http://www.sbnation.com/mlb/players/839/prince-fielder&quot; class=&quot;sbn-auto-link&quot;&gt;Prince Fielder&lt;/a&gt;.  For his minor league career, he never had a walk rate above 14.6% in a single season, and his career major league rate (including 2013) sits at 11.0%.  Extremely good, but regression from Votto-like levels is unavoidable.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;Imposing physical presence aside, Lucas&amp;rsquo; current .283 ISO is the clear outlier compared to .185 for his minor league career, and .165 in the majors before 2013.  It&amp;rsquo;s May 9th- we have a long way to go before those rates stabilize.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;But there are reasons to believe the improvements are at least partially real.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;For all that&amp;rsquo;s been written about Dunn&amp;rsquo;s new detrimentally aggressive approach, Duda has decided he doesn&amp;rsquo;t particularly like to swing anymore.  His overall Swing % is second lowest in the league at 33.5%, barely above the notoriously passive &lt;a href=&quot;http://www.sbnation.com/mlb/players/33284/a-j-ellis&quot; class=&quot;sbn-auto-link&quot;&gt;A.J. Ellis&lt;/a&gt; at 33.3%.  And this has been a trend in the works for Duda over the past few years:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; cellpadding=&quot;0&quot; width=&quot;242&quot; style=&quot;border-collapse: collapse; width: 182pt;&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; width=&quot;64&quot; style=&quot;height: 12.75pt; width: 48pt;&quot;&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; width=&quot;78&quot; style=&quot;width: 59pt;&quot;&gt;&lt;b&gt; Swing %&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; width=&quot;100&quot; style=&quot;width: 75pt;&quot;&gt;&lt;b&gt; O-Swing %&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2011&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;44.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;29.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2012&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;39.3%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;25.3%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2013&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;33.5%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;18.4%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;His 18.4% O-Swing ranks as fifth best among qualified hitters.  Even with a 25.3% O-Swing in 2012 (very good, but not elite), Duda still posted a strong 11.1% walk rate.  And that was while he was barely a threat at the plate, &quot;slugging&quot; like a middle infielder at .389.  Now that he's raised his selectivity to Heltonian levels &lt;i&gt;and &lt;/i&gt;hitting the ball hard, it's not a complete shock that the walk rate is off the charts.&lt;/p&gt;
&lt;p&gt;The more dubious aspect here is clearly the power output.  But with his new batted ball profile, he&amp;rsquo;s on the right path.&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; cellpadding=&quot;0&quot; width=&quot;142&quot; style=&quot;border-collapse: collapse; width: 107pt;&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; width=&quot;64&quot; style=&quot;height: 12.75pt; width: 48pt;&quot;&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; width=&quot;78&quot; style=&quot;width: 59pt;&quot;&gt;&lt;b&gt;Fly Ball %&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2011&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;43.4%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2012&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;42.3%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2013&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;51.7%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Power hitters obviously are at their best when getting lift on the ball, and Duda is doing so in spades, at fourth among qualified batters at 51.7%.  Thus, his 22.6% HR/FB rate is high, but not exceptionally so.  Dunn&amp;rsquo;s career rate is 22.0%; Fielder&amp;rsquo;s is 20.1 %; &lt;a href=&quot;http://www.sbnation.com/mlb/players/430/josh-willingham&quot; class=&quot;sbn-auto-link&quot;&gt;Josh Willingham&lt;/a&gt; greeted Target Field last year with a 21.2% rate.  Fellow Met Ike Davis was just below at 21.1 %.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;So a 20-22% mark for a single season is not out of question&amp;hellip; with the obvious caveat being those men listed above are some of the strongest hitters in  baseball.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;It remains to be seen if Duda&amp;rsquo;s flash of power is a real skill improvement, or just a temporary hot streak.  Lucas is also striking out at a career high pace at 27.8%, taking a page out of Big Donkey&amp;rsquo;s three true outcomes book.  But if he is striking out more as a direct result of swinger harder and attempting to pull more balls (five of his seven home runs are to right field), that&amp;rsquo;s a welcome tradeoff.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;And it seems as though he's already starting to command that respect from pitchers.  He's seeing pitches in the zone at just a 40.0% rate, good for fourth lowest in the league, just higher than known hacker &lt;a href=&quot;http://www.sbnation.com/mlb/players/31379/carlos-gonzalez&quot; class=&quot;sbn-auto-link&quot;&gt;Carlos Gonzalez&lt;/a&gt;.  Of the 30 batters seeing the lowest Zone %, only Duda and Berkman have O-Swing %&amp;rsquo;s under 20%, with Votto, Willingham, and &lt;a href=&quot;http://www.sbnation.com/mlb/players/24/nick-swisher&quot; class=&quot;sbn-auto-link&quot;&gt;Nick Swisher&lt;/a&gt; being just above.  Generally, the list of full of aggressive but dangerous hitters, with &lt;a href=&quot;http://www.sbnation.com/mlb/players/31777/pablo-sandoval&quot; class=&quot;sbn-auto-link&quot;&gt;Pablo Sandoval&lt;/a&gt; at the top.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;The question will be what he does with those pitches in the zone.  He's shown enough at the major league level to indicate that he has more power than a Justin Smoak, and better bat speed than a Kila Ka'aihue.  Whether he can match the productivity of a Dunn or Willingham over an extended period of time remains to be seen.  But I don't think asking that question is absurd, and that&amp;rsquo;s a far cry from last year.  If Lucas can come anything close to a (young) Big Donkey at the plate, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-mets&quot; class=&quot;sbn-auto-link&quot;&gt;Mets&lt;/a&gt; fans and pitchers can accept his atrocious range in left with a little more understanding.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;&lt;i&gt;Statistics courtesy of FanGraphs and Baseball-Reference.&lt;/i&gt;&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;&lt;i&gt; &lt;/i&gt;&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;&lt;i&gt;This is my first post on Beyond the Box Score, after my first overall post on Fake Teams yesterday.  Any feedback is much appreciated.  My angle is definitely more on fantasy baseball and specific players than saber overall, but I am interested in Duda as a Mets fan. Provided these are seen as half-decent, I will try to keep the articles flowing (as long as I can keep avoiding doing my assigned work at my day job).&lt;/i&gt;&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;&lt;i&gt;Twitter: @AndrewShen_SF&lt;/i&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/34105/lucas-duda&quot; class=&quot;sbn-auto-link&quot;&gt;Lucas Duda&lt;/a&gt; looks like a power hitter.  He attempts to smile for his ESPN photo, but halfway through realizes how disingenuous it feels, and settles on an awkward smirk that more closely resembles a grimace than a friendly greeting. His beard is unkempt and unpretentious, different from many of the perfectly groomed and calculated ones around the league, as if to say, &quot;what am I supposed to do&amp;hellip;it grows.&quot;  He is tired of abiding by bad &lt;i&gt;Big Lebowski&lt;/i&gt; puns, and enjoys taking his frustration out on incoming baseballs.  With his 6&amp;rsquo;4,&quot; 254 pound frame, the large lefty steps aggressively close to home plate, daring you to beat him inside while positioning himself perfectly for mistakes on the outer half.  Mistakes like last night&amp;rsquo;s straight 91 mph fastball away at the letters from &lt;a href=&quot;http://www.sbnation.com/mlb/players/245/jake-peavy&quot; class=&quot;sbn-auto-link&quot;&gt;Jake Peavy&lt;/a&gt;.  Which was gently deposited into Citi Field's second deck.&lt;/p&gt;
&lt;p&gt;Of course, that is a romanticized notion of what Lucas Duda, power hitter, should be.   To say that he has performed like one throughout his entire baseball career would be an overstatement.  But so far in 2013, he is looking like a reasonable facsimile of another scruffy bearded, lefty slugger: Big Donkey Adam Dunn.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;Duda&amp;rsquo;s 2013 slash line: .239 - .391 - .522; .391 wOBA&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;Dunn over his age 27-28 seasons: .248 - .375 - .521; .380 wOBA&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;Dunn&amp;rsquo;s career line: .238 - .368 - .496; .370 wOBA&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;High BABIPs are often the poster child stat for unsustainable starts, but is not a factor here considering Duda&amp;rsquo;s .239 batting average (.283 BABIP, as it turns out).  Still, we&amp;rsquo;re still dealing with a miniscule 115 PA sample.  His 18.3% walk rate is good for fourth in the league, in line with far more established hitters &lt;a href=&quot;http://www.sbnation.com/mlb/players/19823/joey-votto&quot; class=&quot;sbn-auto-link&quot;&gt;Joey Votto&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/players/368/lance-berkman&quot; class=&quot;sbn-auto-link&quot;&gt;Lance Berkman&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/players/873/david-wright&quot; class=&quot;sbn-auto-link&quot;&gt;David Wright&lt;/a&gt;, and &lt;a href=&quot;http://www.sbnation.com/mlb/players/839/prince-fielder&quot; class=&quot;sbn-auto-link&quot;&gt;Prince Fielder&lt;/a&gt;.  For his minor league career, he never had a walk rate above 14.6% in a single season, and his career major league rate (including 2013) sits at 11.0%.  Extremely good, but regression from Votto-like levels is unavoidable.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;Imposing physical presence aside, Lucas&amp;rsquo; current .283 ISO is the clear outlier compared to .185 for his minor league career, and .165 in the majors before 2013.  It&amp;rsquo;s May 9th- we have a long way to go before those rates stabilize.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;But there are reasons to believe the improvements are at least partially real.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;For all that&amp;rsquo;s been written about Dunn&amp;rsquo;s new detrimentally aggressive approach, Duda has decided he doesn&amp;rsquo;t particularly like to swing anymore.  His overall Swing % is second lowest in the league at 33.5%, barely above the notoriously passive &lt;a href=&quot;http://www.sbnation.com/mlb/players/33284/a-j-ellis&quot; class=&quot;sbn-auto-link&quot;&gt;A.J. Ellis&lt;/a&gt; at 33.3%.  And this has been a trend in the works for Duda over the past few years:&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; cellpadding=&quot;0&quot; width=&quot;242&quot; style=&quot;border-collapse: collapse; width: 182pt;&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; width=&quot;64&quot; style=&quot;height: 12.75pt; width: 48pt;&quot;&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; width=&quot;78&quot; style=&quot;width: 59pt;&quot;&gt;&lt;b&gt; Swing %&lt;/b&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; width=&quot;100&quot; style=&quot;width: 75pt;&quot;&gt;&lt;b&gt; O-Swing %&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2011&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;44.0%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;29.8%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2012&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;39.3%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;25.3%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2013&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;33.5%&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;18.4%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;His 18.4% O-Swing ranks as fifth best among qualified hitters.  Even with a 25.3% O-Swing in 2012 (very good, but not elite), Duda still posted a strong 11.1% walk rate.  And that was while he was barely a threat at the plate, &quot;slugging&quot; like a middle infielder at .389.  Now that he's raised his selectivity to Heltonian levels &lt;i&gt;and &lt;/i&gt;hitting the ball hard, it's not a complete shock that the walk rate is off the charts.&lt;/p&gt;
&lt;p&gt;The more dubious aspect here is clearly the power output.  But with his new batted ball profile, he&amp;rsquo;s on the right path.&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;table cellspacing=&quot;0&quot; border=&quot;0&quot; cellpadding=&quot;0&quot; width=&quot;142&quot; style=&quot;border-collapse: collapse; width: 107pt;&quot;&gt;&lt;tbody&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; width=&quot;64&quot; style=&quot;height: 12.75pt; width: 48pt;&quot;&gt;&lt;/td&gt;
&lt;td class=&quot;xl25&quot; width=&quot;78&quot; style=&quot;width: 59pt;&quot;&gt;&lt;b&gt;Fly Ball %&lt;/b&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2011&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;43.4%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2012&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;42.3%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;17&quot; style=&quot;height: 12.75pt;&quot;&gt;
&lt;td height=&quot;17&quot; align=&quot;right&quot; style=&quot;height: 12.75pt;&quot;&gt;2013&lt;/td&gt;
&lt;td class=&quot;xl24&quot; align=&quot;right&quot;&gt;51.7%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;&lt;/table&gt;
&lt;p&gt;Power hitters obviously are at their best when getting lift on the ball, and Duda is doing so in spades, at fourth among qualified batters at 51.7%.  Thus, his 22.6% HR/FB rate is high, but not exceptionally so.  Dunn&amp;rsquo;s career rate is 22.0%; Fielder&amp;rsquo;s is 20.1 %; &lt;a href=&quot;http://www.sbnation.com/mlb/players/430/josh-willingham&quot; class=&quot;sbn-auto-link&quot;&gt;Josh Willingham&lt;/a&gt; greeted Target Field last year with a 21.2% rate.  Fellow Met Ike Davis was just below at 21.1 %.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;So a 20-22% mark for a single season is not out of question&amp;hellip; with the obvious caveat being those men listed above are some of the strongest hitters in  baseball.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;It remains to be seen if Duda&amp;rsquo;s flash of power is a real skill improvement, or just a temporary hot streak.  Lucas is also striking out at a career high pace at 27.8%, taking a page out of Big Donkey&amp;rsquo;s three true outcomes book.  But if he is striking out more as a direct result of swinger harder and attempting to pull more balls (five of his seven home runs are to right field), that&amp;rsquo;s a welcome tradeoff.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;And it seems as though he's already starting to command that respect from pitchers.  He's seeing pitches in the zone at just a 40.0% rate, good for fourth lowest in the league, just higher than known hacker &lt;a href=&quot;http://www.sbnation.com/mlb/players/31379/carlos-gonzalez&quot; class=&quot;sbn-auto-link&quot;&gt;Carlos Gonzalez&lt;/a&gt;.  Of the 30 batters seeing the lowest Zone %, only Duda and Berkman have O-Swing %&amp;rsquo;s under 20%, with Votto, Willingham, and &lt;a href=&quot;http://www.sbnation.com/mlb/players/24/nick-swisher&quot; class=&quot;sbn-auto-link&quot;&gt;Nick Swisher&lt;/a&gt; being just above.  Generally, the list of full of aggressive but dangerous hitters, with &lt;a href=&quot;http://www.sbnation.com/mlb/players/31777/pablo-sandoval&quot; class=&quot;sbn-auto-link&quot;&gt;Pablo Sandoval&lt;/a&gt; at the top.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;The question will be what he does with those pitches in the zone.  He's shown enough at the major league level to indicate that he has more power than a Justin Smoak, and better bat speed than a Kila Ka'aihue.  Whether he can match the productivity of a Dunn or Willingham over an extended period of time remains to be seen.  But I don't think asking that question is absurd, and that&amp;rsquo;s a far cry from last year.  If Lucas can come anything close to a (young) Big Donkey at the plate, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-mets&quot; class=&quot;sbn-auto-link&quot;&gt;Mets&lt;/a&gt; fans and pitchers can accept his atrocious range in left with a little more understanding.&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;&lt;i&gt;Statistics courtesy of FanGraphs and Baseball-Reference.&lt;/i&gt;&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt; &lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;&lt;i&gt; &lt;/i&gt;&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;&lt;i&gt;This is my first post on Beyond the Box Score, after my first overall post on Fake Teams yesterday.  Any feedback is much appreciated.  My angle is definitely more on fantasy baseball and specific players than saber overall, but I am interested in Duda as a Mets fan. Provided these are seen as half-decent, I will try to keep the articles flowing (as long as I can keep avoiding doing my assigned work at my day job).&lt;/i&gt;&lt;/p&gt;
&lt;p class=&quot;MsoNormal&quot;&gt;&lt;i&gt;Twitter: @AndrewShen_SF&lt;/i&gt;&lt;/p&gt;




 	&lt;fieldset class=&quot;poll-box&quot;&gt;
  &lt;legend&gt;Poll&lt;/legend&gt; 
  &lt;h5 class=&quot;poll-title&quot;&gt;How do you see Duda faring as a hitter during his prime?&lt;/h5&gt;
  
    
&lt;div id=&quot;poll_container_178309_842025170&quot; class=&quot;poll_container&quot;&gt;
  
    &lt;div class=&quot;poll_option clearfix&quot;&gt;
      &lt;div class=&quot;poll_option_percentage&quot; style=&quot;display:none&quot;&gt;18%&lt;/div&gt;
      &lt;div class=&quot;poll_option_result&quot;&gt;
      &lt;h5&gt;Near Adam Dunn levels&lt;/h5&gt;
      &lt;div class=&quot;poll_option_bar&quot;&gt;&lt;span class=&quot;vote_count&quot;&gt;2&lt;/span&gt; votes&lt;/div&gt;
      &lt;/div&gt;
    &lt;/div&gt;
  
    &lt;div class=&quot;poll_option clearfix&quot;&gt;
      &lt;div class=&quot;poll_option_percentage&quot; style=&quot;display:none&quot;&gt;64%&lt;/div&gt;
      &lt;div class=&quot;poll_option_result&quot;&gt;
      &lt;h5&gt;Less power, but still an above average hitter&lt;/h5&gt;
      &lt;div class=&quot;poll_option_bar&quot;&gt;&lt;span class=&quot;vote_count&quot;&gt;7&lt;/span&gt; votes&lt;/div&gt;
      &lt;/div&gt;
    &lt;/div&gt;
  
    &lt;div class=&quot;poll_option clearfix&quot;&gt;
      &lt;div class=&quot;poll_option_percentage&quot; style=&quot;display:none&quot;&gt;18%&lt;/div&gt;
      &lt;div class=&quot;poll_option_result&quot;&gt;
      &lt;h5&gt;Out of baseball in two years due to defensive shortcomings&lt;/h5&gt;
      &lt;div class=&quot;poll_option_bar&quot;&gt;&lt;span class=&quot;vote_count&quot;&gt;2&lt;/span&gt; votes&lt;/div&gt;
      &lt;/div&gt;
    &lt;/div&gt;
  
  &lt;p class=&quot;poll-total-votes&quot;&gt;&lt;strong&gt;11&lt;/strong&gt; votes
      
    | &lt;span class=&quot;poll-has-closed&quot;&gt;Poll has closed&lt;/span&gt;
  
  &lt;/p&gt;  
&lt;/div&gt;

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</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/5/9/4316074/lucas-duda-small-donkey"/>
    <id>http://www.beyondtheboxscore.com/2013/5/9/4316074/lucas-duda-small-donkey</id>
    <author>
      <name>Andrew Shen</name>
    </author>
  </entry>
  <entry>
    <published>2013-05-03T14:42:11Z</published>
    <updated>2013-05-03T14:42:11Z</updated>
    <title>Adam Jones and Hitter Maturation</title>
    <content type="html">
  










  &lt;p&gt;Ever since the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/baltimore-orioles&quot; class=&quot;sbn-auto-link&quot;&gt;Baltimore Orioles&lt;/a&gt; acquired &lt;a href=&quot;http://www.sbnation.com/mlb/players/4324/adam-jones&quot; class=&quot;sbn-auto-link&quot;&gt;Adam Jones&lt;/a&gt; as the centerpiece in that ill-fated trade involving &lt;a href=&quot;http://www.sbnation.com/mlb/players/32/erik-bedard&quot; class=&quot;sbn-auto-link&quot;&gt;Erik Bedard&lt;/a&gt; and the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/seattle-mariners&quot; class=&quot;sbn-auto-link&quot;&gt;Seattle Mariners&lt;/a&gt; back in 2008, Orioles fans have dreamed about what Jones could become. He was that rare type of outfield talent, blessed with speed, potential for power, and a rangy athletic ability.  That Jones has now begun to fulfill his youthful promise partially obscures the fact that he was, by no means, a sure thing.&lt;/p&gt;
&lt;p&gt;For three seasons, from 2009-2011, Jones batted a solid but unspectacular .281/.326/.455 for the Orioles. Granted he was just 25 years old in 2011, but his 108 OPS+ and average of 2.2 fWAR during that stretch didn't necessarily indicate he would become the franchise-type player Baltimore was hoping for.  Moreover, the fact Jones walked only 23 times and struck out on 119 occasions in 2011 didn't calm any worries over his future prospects.&lt;/p&gt;
&lt;p&gt;But after a 2012 in which he posted a 125 OPS+ and compiled 4.4 fWAR (along with his .331/.352/.521 start to 2013), Jones has become the type of high-impact player that his precocious talent foretold.  And although Jones still walks infrequently and strikes out a fair amount (24 walks versus 126 strikeouts in 2012), his approach at the plate has matured in recent seasons.&lt;/p&gt;
&lt;p&gt;In many ways, Jones is exemplary of the study done by &lt;a href=&quot;http://www.sbnation.com/mlb/players/71038/jeff-zimmerman&quot; class=&quot;sbn-auto-link&quot;&gt;Jeff Zimmerman&lt;/a&gt; and Bill Petti &lt;a href=&quot;http://www.fangraphs.com/blogs/hitter-aging-curves-plate-discipline/&quot; target=&quot;_blank&quot;&gt;at FanGraphs in 2012&lt;/a&gt;, which shows that plate discipline generally improves among major-league hitters as they age into their late twenties.  While Jones' walk rate has not significantly increased in recent years, his overall swing habits demonstrate that he is a hitter who has learned to pair patience with his aggressive approach.&lt;/p&gt;
&lt;p&gt;The centerfielder's O-Swing%, for example, has dropped in three straight seasons, from a high of 40.4 percent in 2011 to a 38.3 rate in 2013, according to Pitch F/X data from FanGraphs.  Similarly, Jones' Z-Swing% and overall Swing% have experienced noticeable dips over the past few years.  This slightly more patient approach has coincided with a significant rise in the 27-year-old's line-drive rate, which reached a career-high in 2012 at 21.5 percent and has only continued to rise, currently sitting at 24.2 percent through 29 games in 2013.  Such batted-ball data shows that Jones has begun to make more quality contact, likely arising from the fact he is laying off more pitches outside the strike zone, and therefore, getting better pitches to hit.&lt;/p&gt;
&lt;p&gt;Hit charts from Baseball Prospectus and Brooks Baseball also show this trend visually. In &lt;a href=&quot;http://www.baseballprospectus.com/pitchfx/hitter_cards/hitter_card.php?player=430945&amp;inf=&amp;month=&amp;year=2011&amp;throws=&amp;pi_type=&amp;report=swing&amp;color=&amp;normType=&quot; target=&quot;_blank&quot;&gt;2011&lt;/a&gt;, Jones offered at far more pitches outside the zone, as indicated by all the red in his hit chart. &lt;/p&gt;
&lt;p&gt;But in &lt;a href=&quot;http://www.baseballprospectus.com/pitchfx/hitter_cards/hitter_card.php?player=430945&amp;inf=&amp;month=&amp;year=2013&amp;throws=&amp;pi_type=&amp;report=swing&amp;color=&amp;normType=&quot; target=&quot;_blank&quot;&gt;2013&lt;/a&gt;, Jones' hit chart shows he has been more patient and instead really gone after pitches inside the strike zone.&lt;/p&gt;
&lt;p&gt;.  &lt;/p&gt;
&lt;p&gt;As his batted-ball data shows, this more patient approach has enabled Jones to make better contact and greatly improve as a hitter the past couple seasons.  An individual player's plate discipline doesn't always improve in a linear direction like Zimmerman and Petti's study suggests, but Jones' approach has certainly matured as he has grown into his late twenties. He has become a dangerous hitter who simply hits the ball hard, and since the beginning of last season, possesses a .294/.337/.507 line for Baltimore in 822 plate appearances. Combine Jones with &lt;a href=&quot;http://www.sbnation.com/mlb/players/32335/matt-wieters&quot; class=&quot;sbn-auto-link&quot;&gt;Matt Wieters&lt;/a&gt;, the red-hot &lt;a href=&quot;http://www.sbnation.com/mlb/players/31579/chris-davis&quot; class=&quot;sbn-auto-link&quot;&gt;Chris Davis&lt;/a&gt;, and 20-year-old wunderkind &lt;a href=&quot;http://www.sbnation.com/mlb/players/130203/manny-machado&quot; class=&quot;sbn-auto-link&quot;&gt;Manny Machado&lt;/a&gt;, and the Orioles have their most formidable lineup in years. &lt;/p&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;&lt;i&gt;All stats, including WAR figures, courtesy of FanGraphs.com unless otherwise noted. Hit charts courtesy of Brooks Baseball and Baseball Prospectus.&lt;/i&gt;&lt;/p&gt;
&lt;p&gt;&lt;i&gt;Alex Skillin is the proprietor of www.ballgamebanter.com, a blog on the AL East.&lt;/i&gt;&lt;/p&gt;
&lt;p&gt;Ever since the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/baltimore-orioles&quot; class=&quot;sbn-auto-link&quot;&gt;Baltimore Orioles&lt;/a&gt; acquired &lt;a href=&quot;http://www.sbnation.com/mlb/players/4324/adam-jones&quot; class=&quot;sbn-auto-link&quot;&gt;Adam Jones&lt;/a&gt; as the centerpiece in that ill-fated trade involving &lt;a href=&quot;http://www.sbnation.com/mlb/players/32/erik-bedard&quot; class=&quot;sbn-auto-link&quot;&gt;Erik Bedard&lt;/a&gt; and the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/seattle-mariners&quot; class=&quot;sbn-auto-link&quot;&gt;Seattle Mariners&lt;/a&gt; back in 2008, Orioles fans have dreamed about what Jones could become. He was that rare type of outfield talent, blessed with speed, potential for power, and a rangy athletic ability.  That Jones has now begun to fulfill his youthful promise partially obscures the fact that he was, by no means, a sure thing.&lt;/p&gt;
&lt;p&gt;For three seasons, from 2009-2011, Jones batted a solid but unspectacular .281/.326/.455 for the Orioles. Granted he was just 25 years old in 2011, but his 108 OPS+ and average of 2.2 fWAR during that stretch didn't necessarily indicate he would become the franchise-type player Baltimore was hoping for.  Moreover, the fact Jones walked only 23 times and struck out on 119 occasions in 2011 didn't calm any worries over his future prospects.&lt;/p&gt;
&lt;p&gt;But after a 2012 in which he posted a 125 OPS+ and compiled 4.4 fWAR (along with his .331/.352/.521 start to 2013), Jones has become the type of high-impact player that his precocious talent foretold.  And although Jones still walks infrequently and strikes out a fair amount (24 walks versus 126 strikeouts in 2012), his approach at the plate has matured in recent seasons.&lt;/p&gt;
&lt;p&gt;In many ways, Jones is exemplary of the study done by &lt;a href=&quot;http://www.sbnation.com/mlb/players/71038/jeff-zimmerman&quot; class=&quot;sbn-auto-link&quot;&gt;Jeff Zimmerman&lt;/a&gt; and Bill Petti &lt;a href=&quot;http://www.fangraphs.com/blogs/hitter-aging-curves-plate-discipline/&quot; target=&quot;_blank&quot;&gt;at FanGraphs in 2012&lt;/a&gt;, which shows that plate discipline generally improves among major-league hitters as they age into their late twenties.  While Jones' walk rate has not significantly increased in recent years, his overall swing habits demonstrate that he is a hitter who has learned to pair patience with his aggressive approach.&lt;/p&gt;
&lt;p&gt;The centerfielder's O-Swing%, for example, has dropped in three straight seasons, from a high of 40.4 percent in 2011 to a 38.3 rate in 2013, according to Pitch F/X data from FanGraphs.  Similarly, Jones' Z-Swing% and overall Swing% have experienced noticeable dips over the past few years.  This slightly more patient approach has coincided with a significant rise in the 27-year-old's line-drive rate, which reached a career-high in 2012 at 21.5 percent and has only continued to rise, currently sitting at 24.2 percent through 29 games in 2013.  Such batted-ball data shows that Jones has begun to make more quality contact, likely arising from the fact he is laying off more pitches outside the strike zone, and therefore, getting better pitches to hit.&lt;/p&gt;
&lt;p&gt;Hit charts from Baseball Prospectus and Brooks Baseball also show this trend visually. In &lt;a href=&quot;http://www.baseballprospectus.com/pitchfx/hitter_cards/hitter_card.php?player=430945&amp;inf=&amp;month=&amp;year=2011&amp;throws=&amp;pi_type=&amp;report=swing&amp;color=&amp;normType=&quot; target=&quot;_blank&quot;&gt;2011&lt;/a&gt;, Jones offered at far more pitches outside the zone, as indicated by all the red in his hit chart. &lt;/p&gt;
&lt;p&gt;But in &lt;a href=&quot;http://www.baseballprospectus.com/pitchfx/hitter_cards/hitter_card.php?player=430945&amp;inf=&amp;month=&amp;year=2013&amp;throws=&amp;pi_type=&amp;report=swing&amp;color=&amp;normType=&quot; target=&quot;_blank&quot;&gt;2013&lt;/a&gt;, Jones' hit chart shows he has been more patient and instead really gone after pitches inside the strike zone.&lt;/p&gt;
&lt;p&gt;.  &lt;/p&gt;
&lt;p&gt;As his batted-ball data shows, this more patient approach has enabled Jones to make better contact and greatly improve as a hitter the past couple seasons.  An individual player's plate discipline doesn't always improve in a linear direction like Zimmerman and Petti's study suggests, but Jones' approach has certainly matured as he has grown into his late twenties. He has become a dangerous hitter who simply hits the ball hard, and since the beginning of last season, possesses a .294/.337/.507 line for Baltimore in 822 plate appearances. Combine Jones with &lt;a href=&quot;http://www.sbnation.com/mlb/players/32335/matt-wieters&quot; class=&quot;sbn-auto-link&quot;&gt;Matt Wieters&lt;/a&gt;, the red-hot &lt;a href=&quot;http://www.sbnation.com/mlb/players/31579/chris-davis&quot; class=&quot;sbn-auto-link&quot;&gt;Chris Davis&lt;/a&gt;, and 20-year-old wunderkind &lt;a href=&quot;http://www.sbnation.com/mlb/players/130203/manny-machado&quot; class=&quot;sbn-auto-link&quot;&gt;Manny Machado&lt;/a&gt;, and the Orioles have their most formidable lineup in years. &lt;/p&gt;
&lt;p&gt; &lt;/p&gt;
&lt;p&gt;&lt;i&gt;All stats, including WAR figures, courtesy of FanGraphs.com unless otherwise noted. Hit charts courtesy of Brooks Baseball and Baseball Prospectus.&lt;/i&gt;&lt;/p&gt;
&lt;p&gt;&lt;i&gt;Alex Skillin is the proprietor of www.ballgamebanter.com, a blog on the AL East.&lt;/i&gt;&lt;/p&gt;




</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/5/3/4296674/adam-jones-and-hitter-maturation"/>
    <id>http://www.beyondtheboxscore.com/2013/5/3/4296674/adam-jones-and-hitter-maturation</id>
    <author>
      <name>askillin</name>
    </author>
  </entry>
  <entry>
    <published>2013-05-02T23:47:40Z</published>
    <updated>2013-05-02T23:47:40Z</updated>
    <title>How Good is Chris Davis?</title>
    <content type="html">
  










  &lt;p&gt;&lt;br&gt;*Looking for any feedback you guys can give me on this piece, as so I can enhance my writing/analysis skills. Thanks!&lt;br&gt;&lt;br&gt;&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e; text-align: left;&quot;&gt;Amongst the biggest surprises from the first month of the 2013 season was &lt;a href=&quot;http://www.sbnation.com/mlb/players/31579/chris-davis&quot; class=&quot;sbn-auto-link&quot;&gt;Chris Davis&lt;/a&gt;&amp;rsquo;s absolute domination over opposing pitchers. Through May 1st, Davis is hitting .348/.442/.728 with a league leading 9 home runs and a 1.7 WAR. Obviously, Davis has been phenomenal, and there is no telling when he will slow down, but is this the real Chris Davis or is his performance a byproduct of a small sample size? And if the latter, exactly how good of a player is he?&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e; text-align: left;&quot;&gt;To answer, the 2nd question, we&amp;rsquo;ll start by taking a look at how Davis was viewed as a prospect. Coming up through the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/texas-rangers&quot; class=&quot;sbn-auto-link&quot;&gt;Texas Rangers&lt;/a&gt;&amp;rsquo; system, Davis was largely viewed as a potential middle of the order corner infielder. The power had always been there, and it was difficult for scouts not to be impressed by it. The defense (and strikeouts) was his main concern, as Davis was bound to end up at first base, despite a plus arm. Texas would try him at third and later in right field, but it proved to be too rigorous for the behemoth sized masher. Following 2007, a year in which he hit 36 home runs combined at High-A Bakersfield and Double-A Frisco, Baseball America rated Davis as the 2nd best prospect in the Rangers system (behind &lt;a href=&quot;http://www.sbnation.com/mlb/players/31582/elvis-andrus&quot; class=&quot;sbn-auto-link&quot;&gt;Elvis Andrus&lt;/a&gt;) and had this to say concerning his strengths and weaknesses: &lt;/p&gt;
&lt;blockquote style=&quot;background-image: ; background-color: #ffffff; border-style: dotted; border-color: #dddddd; margin: 1em 151px 1em 0px; padding: 0.6em 1em 0.6em 2.4em; vertical-align: baseline; color: #474747; font-style: italic; font-size: 13px; line-height: normal; background-position: 4px 0%;&quot;&gt;
&lt;p style=&quot;background-color: transparent; border: 0px; margin-top: 1em; margin-bottom: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; text-align: left;&quot;&gt;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;Strengths:&lt;/strong&gt; Not only does Davis have well-above-average power, but he knows how to use it, thanks to a balanced approach and willingness to use the whole field. He has improved against lefthanders, shortened up his swing somewhat and showed an ability to make adjustments against more advanced pitching as he has moved through the minors.&lt;/p&gt;
&lt;p style=&quot;background-color: transparent; border: 0px; margin-top: 1em; margin-bottom: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px;&quot;&gt;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;Weaknesses:&lt;/strong&gt; Despite a plus arm, Davis is a below-average defender at third base, with poor footwork and actions. He played right field in his pro debut but is a below-average runner who likely will be limited to first base down the road. Though he has a good feel for hitting, he swings and misses a lot. He tends to start his hands high then drop them down before the pitch, making him vulnerable against pitches above the belt.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;As evidenced by the above quote, Davis was viewed as a player who someday could potentially slug 30+ home runs, but with a tendency to strike out quite a bit.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;So far, that has all held true in the majors. Since reaching the big leagues with the Rangers in 2008, Davis has slugged .481 and averaged 31 home runs per 162 games. However, he has also struck out a whopping 30.5% of the time, while walking in just 7% of his plate appearances. For a player who strikes out as much as Davis does, he needs to be able supplement some of those K&amp;rsquo;s with walks.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;Take Adam Dunn as an example. Dunn, like Davis, strikes out in nearly 30% of his at bats (28.2%), but he also walks at a rate of 16.1%, over 9% greater than Davis. The walks mitigate some of the strikeouts, making him at least an above average regular. And that was Davis&amp;rsquo;s problem for the first 5 years of his career, but fortunately, he has changed that so far this season.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;This year, Davis is striking out in &amp;ldquo;just&amp;rdquo; 23% of his at bats, while walking in over 14%, or double his career average. Both his strikeout and walk rates appear to be somewhat of a mirage due to the curse that is small sample sizes, but it does give a glimpse into a possible lasting trend.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;So, now the question is, is it sustainable?&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;At first glance, Davis&amp;rsquo;s .383 BABIP seems quite high, but it actually isn&amp;rsquo;t too extreme as Davis has a .338 BABIP for his career, and ZIPS projected him to post a .345 mark this season. His BABIP will likely fall, but it most likely won&amp;rsquo;t be enough to put a significant dent in his production.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;Once eyeing Davis&amp;rsquo;s plate discipline metrics, one gets a better understanding of why his production has spiked. His O-Swing%, which accounts for the percentage of balls outside of the strike zone in which a hitter swings at, is nearly 9% lower than his career average, meaning he has been more patient at the plate. His swing rate has also dropped by 6%, while his overall contact rate has actually been 7.5% higher than his career norm. The main change in his contact rate has to do with Davis&amp;rsquo;s increased ability to make contact with balls within the strike zone. For his career, Davis has made contact with 78.8% of pitches in the strike zone, but this season, his Z-Contact% has risen to 90.8%&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e; text-align: left;&quot;&gt;Looking at his batted ball rates, you start to see some discrepancies that may hinder Davis&amp;rsquo;s output. His line drive rate has actually dropped by nearly 5%, which is contradictory to what it should be based on his results, a sign of a potential step back to reality. Perhaps the biggest change in his results has been the fact that his home run per fly ball ratio has gone from 20% for his career to 30% this season, which likely will not last.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e; text-align: left;&quot;&gt;From the data above, one can conclude that Davis&amp;rsquo;s performance this season has a lot to do with various factors that most likely won&amp;rsquo;t be sustainable. However, that doesn&amp;rsquo;t mean he&amp;rsquo;s not a good player. In 2012, Davis hit 33 home runs and accrued a 2.0 WAR. Taking into account Davis&amp;rsquo;s strong start to the season, I personally believe he will settle in somewhere in the middle production wise between the two samples. That could mean 35+ home runs, with a OBP in the ~.340 range and a 3-4 WAR. Many teams would covet that type of talent.&lt;/p&gt;

&lt;p&gt;&lt;br&gt;*Looking for any feedback you guys can give me on this piece, as so I can enhance my writing/analysis skills. Thanks!&lt;br&gt;&lt;br&gt;&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e; text-align: left;&quot;&gt;Amongst the biggest surprises from the first month of the 2013 season was &lt;a href=&quot;http://www.sbnation.com/mlb/players/31579/chris-davis&quot; class=&quot;sbn-auto-link&quot;&gt;Chris Davis&lt;/a&gt;&amp;rsquo;s absolute domination over opposing pitchers. Through May 1st, Davis is hitting .348/.442/.728 with a league leading 9 home runs and a 1.7 WAR. Obviously, Davis has been phenomenal, and there is no telling when he will slow down, but is this the real Chris Davis or is his performance a byproduct of a small sample size? And if the latter, exactly how good of a player is he?&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e; text-align: left;&quot;&gt;To answer, the 2nd question, we&amp;rsquo;ll start by taking a look at how Davis was viewed as a prospect. Coming up through the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/texas-rangers&quot; class=&quot;sbn-auto-link&quot;&gt;Texas Rangers&lt;/a&gt;&amp;rsquo; system, Davis was largely viewed as a potential middle of the order corner infielder. The power had always been there, and it was difficult for scouts not to be impressed by it. The defense (and strikeouts) was his main concern, as Davis was bound to end up at first base, despite a plus arm. Texas would try him at third and later in right field, but it proved to be too rigorous for the behemoth sized masher. Following 2007, a year in which he hit 36 home runs combined at High-A Bakersfield and Double-A Frisco, Baseball America rated Davis as the 2nd best prospect in the Rangers system (behind &lt;a href=&quot;http://www.sbnation.com/mlb/players/31582/elvis-andrus&quot; class=&quot;sbn-auto-link&quot;&gt;Elvis Andrus&lt;/a&gt;) and had this to say concerning his strengths and weaknesses: &lt;/p&gt;
&lt;blockquote style=&quot;background-image: ; background-color: #ffffff; border-style: dotted; border-color: #dddddd; margin: 1em 151px 1em 0px; padding: 0.6em 1em 0.6em 2.4em; vertical-align: baseline; color: #474747; font-style: italic; font-size: 13px; line-height: normal; background-position: 4px 0%;&quot;&gt;
&lt;p style=&quot;background-color: transparent; border: 0px; margin-top: 1em; margin-bottom: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; text-align: left;&quot;&gt;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;Strengths:&lt;/strong&gt; Not only does Davis have well-above-average power, but he knows how to use it, thanks to a balanced approach and willingness to use the whole field. He has improved against lefthanders, shortened up his swing somewhat and showed an ability to make adjustments against more advanced pitching as he has moved through the minors.&lt;/p&gt;
&lt;p style=&quot;background-color: transparent; border: 0px; margin-top: 1em; margin-bottom: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px;&quot;&gt;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;Weaknesses:&lt;/strong&gt; Despite a plus arm, Davis is a below-average defender at third base, with poor footwork and actions. He played right field in his pro debut but is a below-average runner who likely will be limited to first base down the road. Though he has a good feel for hitting, he swings and misses a lot. He tends to start his hands high then drop them down before the pitch, making him vulnerable against pitches above the belt.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;As evidenced by the above quote, Davis was viewed as a player who someday could potentially slug 30+ home runs, but with a tendency to strike out quite a bit.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;So far, that has all held true in the majors. Since reaching the big leagues with the Rangers in 2008, Davis has slugged .481 and averaged 31 home runs per 162 games. However, he has also struck out a whopping 30.5% of the time, while walking in just 7% of his plate appearances. For a player who strikes out as much as Davis does, he needs to be able supplement some of those K&amp;rsquo;s with walks.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;Take Adam Dunn as an example. Dunn, like Davis, strikes out in nearly 30% of his at bats (28.2%), but he also walks at a rate of 16.1%, over 9% greater than Davis. The walks mitigate some of the strikeouts, making him at least an above average regular. And that was Davis&amp;rsquo;s problem for the first 5 years of his career, but fortunately, he has changed that so far this season.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;This year, Davis is striking out in &amp;ldquo;just&amp;rdquo; 23% of his at bats, while walking in over 14%, or double his career average. Both his strikeout and walk rates appear to be somewhat of a mirage due to the curse that is small sample sizes, but it does give a glimpse into a possible lasting trend.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;So, now the question is, is it sustainable?&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;At first glance, Davis&amp;rsquo;s .383 BABIP seems quite high, but it actually isn&amp;rsquo;t too extreme as Davis has a .338 BABIP for his career, and ZIPS projected him to post a .345 mark this season. His BABIP will likely fall, but it most likely won&amp;rsquo;t be enough to put a significant dent in his production.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e;&quot;&gt;Once eyeing Davis&amp;rsquo;s plate discipline metrics, one gets a better understanding of why his production has spiked. His O-Swing%, which accounts for the percentage of balls outside of the strike zone in which a hitter swings at, is nearly 9% lower than his career average, meaning he has been more patient at the plate. His swing rate has also dropped by 6%, while his overall contact rate has actually been 7.5% higher than his career norm. The main change in his contact rate has to do with Davis&amp;rsquo;s increased ability to make contact with balls within the strike zone. For his career, Davis has made contact with 78.8% of pitches in the strike zone, but this season, his Z-Contact% has risen to 90.8%&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e; text-align: left;&quot;&gt;Looking at his batted ball rates, you start to see some discrepancies that may hinder Davis&amp;rsquo;s output. His line drive rate has actually dropped by nearly 5%, which is contradictory to what it should be based on his results, a sign of a potential step back to reality. Perhaps the biggest change in his results has been the fact that his home run per fly ball ratio has gone from 20% for his career to 30% this season, which likely will not last.&lt;/p&gt;
&lt;p style=&quot;border: 0px; margin-top: 1em; padding: 0px; vertical-align: baseline; line-height: 21px; font-size: 14px; color: #4e4e4e; text-align: left;&quot;&gt;From the data above, one can conclude that Davis&amp;rsquo;s performance this season has a lot to do with various factors that most likely won&amp;rsquo;t be sustainable. However, that doesn&amp;rsquo;t mean he&amp;rsquo;s not a good player. In 2012, Davis hit 33 home runs and accrued a 2.0 WAR. Taking into account Davis&amp;rsquo;s strong start to the season, I personally believe he will settle in somewhere in the middle production wise between the two samples. That could mean 35+ home runs, with a OBP in the ~.340 range and a 3-4 WAR. Many teams would covet that type of talent.&lt;/p&gt;





</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/5/2/4295164/how-good-is-chris-davis"/>
    <id>http://www.beyondtheboxscore.com/2013/5/2/4295164/how-good-is-chris-davis</id>
    <author>
      <name>Justin Millar</name>
    </author>
  </entry>
  <entry>
    <published>2013-05-02T12:20:51Z</published>
    <updated>2013-05-02T12:20:51Z</updated>
    <title>The Shep Diagram and Data in the Digital Age</title>
    <content type="html">
  










  &lt;p&gt;One of the cooler things that has emerged this season is the &quot;Shep Diagram,&quot; a series of animated images/video layered into one. It began about a week ago when &lt;a href=&quot;http://www.reddit.com/r/baseball/comments/1d2z6d/all_of_darvishs_primary_pitches_at_once/&quot;&gt;a reddit user named DShep created the image below&lt;/a&gt;. The image was picked up by Deadspin and FanGraphs and a bunch of other places because its incredible, but also because it shows how incredible &lt;a href=&quot;http://www.sbnation.com/mlb/players/151346/yu-darvish&quot; class=&quot;sbn-auto-link&quot;&gt;Yu Darvish&lt;/a&gt; is due in part to his consistent release point.&lt;/p&gt;
&lt;a href=&quot;http://cdn3.sbnation.com/imported_assets/1586189/i3SXAH4AAxtWS.gif&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn2.sbnation.com/imported_assets/1586189/i3SXAH4AAxtWS_medium.gif&quot; alt=&quot;I3sxah4aaxtws_medium&quot;&gt;&lt;/a&gt;
&lt;p&gt;(If that doesn't animate, &lt;a href=&quot;http://i.minus.com/i3SXAH4AAxtWS.gif&quot;&gt;click here&lt;/a&gt;.)
&lt;/p&gt;
&lt;p&gt;Just a day or two ago, MLB Network created their own Shep Diagram for &lt;a href=&quot;http://www.sbnation.com/mlb/players/282/justin-verlander&quot; class=&quot;sbn-auto-link&quot;&gt;Justin Verlander&lt;/a&gt; -- watch it &lt;a href=&quot;http://mlb.mlb.com/video/play.jsp?content_id=26750779&amp;topic_id=&amp;c_id=mlb&amp;tcid=vpp_copy_26750779&amp;v=3&quot;&gt;here&lt;/a&gt; -- showing how four of his pitches can look the same coming out of his hand. This method of displaying information is relatively new, but it is taking off fast, in large part because it feels useful nearly immediately.&lt;/p&gt;
&lt;p&gt;We haven't seen data displayed like this much in the past. Sure, we have heat maps and PitchFX data etc., but it's rare that we're using actual game footage in this manner. Take, for example, &lt;a href=&quot;http://www.nytimes.com/interactive/2010/06/29/magazine/rivera-pitches.html?_r=0&quot;&gt;this 2010 New York Times Interactive piece on Mariano Rivera's effectiveness&lt;/a&gt;. They show us a computer-generated representation of over 2000 pitches, and at the time (and now), it's an incredible way to look at the game. As the Shep Diagram demonstrates, though, it's just the tip of the iceberg.&lt;/p&gt;
&lt;p&gt;Fifteen years ago, we were just at the beginning of the era where digital publishing tools and broadband access were enabling the growth of user-generated content. The skill set of the people who were able to gain access to those tools included literacy and a basic understanding of math, and because of that, we have a wealth of ways to explore baseball via words, spreadsheets, and formulas. As tools and skill sets involving digital video editing become better and more mainstream, hopefully we'll see more things like the Shep Diagram above. A picture is worth 1,000 words; these things are worth ten times that.&lt;/p&gt;
&lt;p&gt;One of the cooler things that has emerged this season is the &quot;Shep Diagram,&quot; a series of animated images/video layered into one. It began about a week ago when &lt;a href=&quot;http://www.reddit.com/r/baseball/comments/1d2z6d/all_of_darvishs_primary_pitches_at_once/&quot;&gt;a reddit user named DShep created the image below&lt;/a&gt;. The image was picked up by Deadspin and FanGraphs and a bunch of other places because its incredible, but also because it shows how incredible &lt;a href=&quot;http://www.sbnation.com/mlb/players/151346/yu-darvish&quot; class=&quot;sbn-auto-link&quot;&gt;Yu Darvish&lt;/a&gt; is due in part to his consistent release point.&lt;/p&gt;
&lt;a href=&quot;http://cdn3.sbnation.com/imported_assets/1586189/i3SXAH4AAxtWS.gif&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn2.sbnation.com/imported_assets/1586189/i3SXAH4AAxtWS_medium.gif&quot; alt=&quot;I3sxah4aaxtws_medium&quot;&gt;&lt;/a&gt;
&lt;p&gt;(If that doesn't animate, &lt;a href=&quot;http://i.minus.com/i3SXAH4AAxtWS.gif&quot;&gt;click here&lt;/a&gt;.)
&lt;/p&gt;
&lt;p&gt;Just a day or two ago, MLB Network created their own Shep Diagram for &lt;a href=&quot;http://www.sbnation.com/mlb/players/282/justin-verlander&quot; class=&quot;sbn-auto-link&quot;&gt;Justin Verlander&lt;/a&gt; -- watch it &lt;a href=&quot;http://mlb.mlb.com/video/play.jsp?content_id=26750779&amp;topic_id=&amp;c_id=mlb&amp;tcid=vpp_copy_26750779&amp;v=3&quot;&gt;here&lt;/a&gt; -- showing how four of his pitches can look the same coming out of his hand. This method of displaying information is relatively new, but it is taking off fast, in large part because it feels useful nearly immediately.&lt;/p&gt;
&lt;p&gt;We haven't seen data displayed like this much in the past. Sure, we have heat maps and PitchFX data etc., but it's rare that we're using actual game footage in this manner. Take, for example, &lt;a href=&quot;http://www.nytimes.com/interactive/2010/06/29/magazine/rivera-pitches.html?_r=0&quot;&gt;this 2010 New York Times Interactive piece on Mariano Rivera's effectiveness&lt;/a&gt;. They show us a computer-generated representation of over 2000 pitches, and at the time (and now), it's an incredible way to look at the game. As the Shep Diagram demonstrates, though, it's just the tip of the iceberg.&lt;/p&gt;
&lt;p&gt;Fifteen years ago, we were just at the beginning of the era where digital publishing tools and broadband access were enabling the growth of user-generated content. The skill set of the people who were able to gain access to those tools included literacy and a basic understanding of math, and because of that, we have a wealth of ways to explore baseball via words, spreadsheets, and formulas. As tools and skill sets involving digital video editing become better and more mainstream, hopefully we'll see more things like the Shep Diagram above. A picture is worth 1,000 words; these things are worth ten times that.&lt;/p&gt;




</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/5/2/4292836/the-shep-diagram-and-data-in-the-digital-age"/>
    <id>http://www.beyondtheboxscore.com/2013/5/2/4292836/the-shep-diagram-and-data-in-the-digital-age</id>
    <author>
      <name>Dan Lewis</name>
    </author>
  </entry>
  <entry>
    <published>2013-04-29T02:47:25Z</published>
    <updated>2013-04-29T02:47:25Z</updated>
    <title>An alternative approach to ranking teams</title>
    <content type="html">
  










  &lt;p&gt;I posted this over on Purple Row, but I think it fits here as well.&lt;/p&gt;
&lt;p&gt;I've been working on a different method for ranking teams. The idea is basically that you can't tell how good a team is just by their wins and losses. You need to account for their opponents as well as the margins of victory or defeat. Of course, to know how good the opponents are, you need to know about &lt;i style=&quot;margin: 0px; padding: 0px; border: 0px;&quot;&gt;their&lt;/i&gt; opponents. In other words, you have to solve for the strengths of all the teams at the same time.&lt;/p&gt;
&lt;p&gt;&lt;br&gt;The method I've come up with does this. It calculates the probability that a team will win against an average (.500) opponent. One advantage is that it will work with unbalanced schedules. For example, if you have one division with a bunch of really good teams, they're going to beat up on each other and it will appear that they are all close to .500. Even Pythagorean standings won't be able to tell that the teams are better than average. There are strength of schedule calculations out there, but I don't think they are adequate.&lt;/p&gt;
&lt;p&gt;&lt;br&gt;Anyway, if you're interested I wrote up a description of my method &lt;a href=&quot;https://docs.google.com/file/d/0B0iTA7o5bM-2bnN2c2x0VDdVaVE/edit?usp=sharing&quot; target=&quot;_blank&quot;&gt;here&lt;/a&gt;. I'm interested in any feedback people might have.&lt;/p&gt;
&lt;p&gt;I posted this over on Purple Row, but I think it fits here as well.&lt;/p&gt;
&lt;p&gt;I've been working on a different method for ranking teams. The idea is basically that you can't tell how good a team is just by their wins and losses. You need to account for their opponents as well as the margins of victory or defeat. Of course, to know how good the opponents are, you need to know about &lt;i style=&quot;margin: 0px; padding: 0px; border: 0px;&quot;&gt;their&lt;/i&gt; opponents. In other words, you have to solve for the strengths of all the teams at the same time.&lt;/p&gt;
&lt;p&gt;&lt;br&gt;The method I've come up with does this. It calculates the probability that a team will win against an average (.500) opponent. One advantage is that it will work with unbalanced schedules. For example, if you have one division with a bunch of really good teams, they're going to beat up on each other and it will appear that they are all close to .500. Even Pythagorean standings won't be able to tell that the teams are better than average. There are strength of schedule calculations out there, but I don't think they are adequate.&lt;/p&gt;
&lt;p&gt;&lt;br&gt;Anyway, if you're interested I wrote up a description of my method &lt;a href=&quot;https://docs.google.com/file/d/0B0iTA7o5bM-2bnN2c2x0VDdVaVE/edit?usp=sharing&quot; target=&quot;_blank&quot;&gt;here&lt;/a&gt;. I'm interested in any feedback people might have.&lt;/p&gt;




</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/4/28/4280762/an-alternative-approach-to-ranking-teams"/>
    <id>http://www.beyondtheboxscore.com/2013/4/28/4280762/an-alternative-approach-to-ranking-teams</id>
    <author>
      <name>RoxnSox09</name>
    </author>
  </entry>
  <entry>
    <published>2013-04-19T15:11:15Z</published>
    <updated>2013-04-19T15:11:15Z</updated>
    <title>The Unsustainable Hisashi Iwakuma </title>
    <content type="html">
  










  &lt;p&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/teams/seattle-mariners&quot; class=&quot;sbn-auto-link&quot;&gt;Seattle Mariners&lt;/a&gt;' starting pitcher &lt;a href=&quot;http://www.sbnation.com/mlb/players/151106/hisashi-iwakuma&quot; class=&quot;sbn-auto-link&quot;&gt;Hisashi Iwakuma&lt;/a&gt; has some pretty interesting figures through his first 26.2 innings pitched. As interesting as they may be they are also completely unsustainable.&lt;/p&gt;
&lt;p&gt;As of Friday, Iwakuma has left 100 percent of batters on base through four starts in 2013. That mark seems pretty impressive until you realize that all of his earned runs have come as the result of home runs. Right now Iwakuma has an ERA of 1.69 and has struck out almost twenty percent of batters faced while walking just over two percent-he's doing well fooling hitters with his breaking pitches.&lt;/p&gt;
&lt;p&gt;Even lower is Iwakuma's BABIP of .119 which further demonstrates the burn of the aforementioned home runs. Iwakuma had a below average BABIP last year though we don't have enough historical (MLB) data on him to determine if we can expect more of the same. &lt;/p&gt;
&lt;p&gt;Whats concerning right now is over forty-two percent of his hits are fly balls and over thirteen percent of those have ended up home runs. Three of the four have come on the road and you'd have to assume that if most of Iwakuma's starts are at Safeco that--even with the fences moved it--his HR/FB rate will have to come down.&lt;/p&gt;
&lt;p&gt;Iwakuma has been more of a ground ball-type pitcher through his career (in both the US and Japan), relying on breaking pitches to get those results. Right now, his ground ball rate is just above twenty-seven percent. That's actually pretty good for a 'normal' pitcher, but slightly worrisome for a ground ball pitcher. That could mean that he's leaving too many breaking pitches up in the zone which can be incredibly dangerous. He's throwing a sinker on just over twenty-three percent of his pitches and its being put in play 32.9 percent of the time-the only other pitch that comes close to that rate is his split finger at 19.6 percent contact. &lt;/p&gt;
&lt;p&gt;That being said, his fastball is thrown the most and has also gotten him in the most amount of trouble. A pitcher like Iwakuma should use that pitch as a 'throw-off' pitch but instead it has become a meatball. Right now, if you look at his fastball runs above average (wFB), it sits at a 3.8 which is not bad but much higher than his other pitches. Also, his fastball velocity is down slightly from 90.3 to 89.7. Not a major shift but slow enough for fastball hitters to get a strong swing on.&lt;/p&gt;
&lt;p&gt;As you can see, most of his fastballs are falling dead middle in the strike zone:&lt;br&gt;&lt;a href=&quot;http://cdn3.sbnation.com/imported_assets/1563915/5478742013040120130418AAAFFlocation.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn3.sbnation.com/imported_assets/1563915/5478742013040120130418AAAFFlocation_medium.png&quot; alt=&quot;5478742013040120130418aaafflocation_medium&quot;&gt;&lt;/a&gt;&lt;br&gt;via &lt;a href=&quot;http://pitchfx.texasleaguers.com/charts/gen/5478742013040120130418AAAFFlocation.png&quot;&gt;pitchfx.texasleaguers.com&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Since his nastier pitches--the breaking balls--are his bread and butter, all a power hitter needs to do is wait for his fastball and swing away. Right now, less than 10 percent of his fastballs swings have been whiffs. &lt;/p&gt;
&lt;p&gt;If Iwakuma can get back on track and reverse his fly ball and ground ball numbers, the home runs he's giving up can continue to be relatively harmless in spite of the luck he's having on the contrary. If he can generate better break and keep hitters off-balance with his fastball, he's in for a good season. However, it could end up being only be a matter of time before the unsustainable turns into the unimaginable for Iwakuma.&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/teams/seattle-mariners&quot; class=&quot;sbn-auto-link&quot;&gt;Seattle Mariners&lt;/a&gt;' starting pitcher &lt;a href=&quot;http://www.sbnation.com/mlb/players/151106/hisashi-iwakuma&quot; class=&quot;sbn-auto-link&quot;&gt;Hisashi Iwakuma&lt;/a&gt; has some pretty interesting figures through his first 26.2 innings pitched. As interesting as they may be they are also completely unsustainable.&lt;/p&gt;
&lt;p&gt;As of Friday, Iwakuma has left 100 percent of batters on base through four starts in 2013. That mark seems pretty impressive until you realize that all of his earned runs have come as the result of home runs. Right now Iwakuma has an ERA of 1.69 and has struck out almost twenty percent of batters faced while walking just over two percent-he's doing well fooling hitters with his breaking pitches.&lt;/p&gt;
&lt;p&gt;Even lower is Iwakuma's BABIP of .119 which further demonstrates the burn of the aforementioned home runs. Iwakuma had a below average BABIP last year though we don't have enough historical (MLB) data on him to determine if we can expect more of the same. &lt;/p&gt;
&lt;p&gt;Whats concerning right now is over forty-two percent of his hits are fly balls and over thirteen percent of those have ended up home runs. Three of the four have come on the road and you'd have to assume that if most of Iwakuma's starts are at Safeco that--even with the fences moved it--his HR/FB rate will have to come down.&lt;/p&gt;
&lt;p&gt;Iwakuma has been more of a ground ball-type pitcher through his career (in both the US and Japan), relying on breaking pitches to get those results. Right now, his ground ball rate is just above twenty-seven percent. That's actually pretty good for a 'normal' pitcher, but slightly worrisome for a ground ball pitcher. That could mean that he's leaving too many breaking pitches up in the zone which can be incredibly dangerous. He's throwing a sinker on just over twenty-three percent of his pitches and its being put in play 32.9 percent of the time-the only other pitch that comes close to that rate is his split finger at 19.6 percent contact. &lt;/p&gt;
&lt;p&gt;That being said, his fastball is thrown the most and has also gotten him in the most amount of trouble. A pitcher like Iwakuma should use that pitch as a 'throw-off' pitch but instead it has become a meatball. Right now, if you look at his fastball runs above average (wFB), it sits at a 3.8 which is not bad but much higher than his other pitches. Also, his fastball velocity is down slightly from 90.3 to 89.7. Not a major shift but slow enough for fastball hitters to get a strong swing on.&lt;/p&gt;
&lt;p&gt;As you can see, most of his fastballs are falling dead middle in the strike zone:&lt;br&gt;&lt;a href=&quot;http://cdn3.sbnation.com/imported_assets/1563915/5478742013040120130418AAAFFlocation.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn3.sbnation.com/imported_assets/1563915/5478742013040120130418AAAFFlocation_medium.png&quot; alt=&quot;5478742013040120130418aaafflocation_medium&quot;&gt;&lt;/a&gt;&lt;br&gt;via &lt;a href=&quot;http://pitchfx.texasleaguers.com/charts/gen/5478742013040120130418AAAFFlocation.png&quot;&gt;pitchfx.texasleaguers.com&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Since his nastier pitches--the breaking balls--are his bread and butter, all a power hitter needs to do is wait for his fastball and swing away. Right now, less than 10 percent of his fastballs swings have been whiffs. &lt;/p&gt;
&lt;p&gt;If Iwakuma can get back on track and reverse his fly ball and ground ball numbers, the home runs he's giving up can continue to be relatively harmless in spite of the luck he's having on the contrary. If he can generate better break and keep hitters off-balance with his fastball, he's in for a good season. However, it could end up being only be a matter of time before the unsustainable turns into the unimaginable for Iwakuma.&lt;/p&gt;




</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/4/19/4242298/the-unsustainable-hisashi-iwakuma"/>
    <id>http://www.beyondtheboxscore.com/2013/4/19/4242298/the-unsustainable-hisashi-iwakuma</id>
    <author>
      <name>Michael Augustine</name>
    </author>
  </entry>
  <entry>
    <published>2013-04-19T02:15:01Z</published>
    <updated>2013-04-19T02:15:01Z</updated>
    <title>Will Atlanta Braves' Justin Upton Become Elite in 2013?</title>
    <content type="html">
  










  &lt;p&gt;If &lt;a href=&quot;http://www.sbnation.com/mlb/players/4313/justin-upton&quot; class=&quot;sbn-auto-link&quot;&gt;Justin Upton&lt;/a&gt; can keep up the pace he's on--even at a lower production rate--the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/atlanta-braves&quot; class=&quot;sbn-auto-link&quot;&gt;Atlanta Braves&lt;/a&gt; may have pulled off the trade of the season. Upton is playing like a (way) early MVP candidate--his .508 wOBA is tied with &lt;a href=&quot;http://www.sbnation.com/mlb/teams/baltimore-orioles&quot; class=&quot;sbn-auto-link&quot;&gt;Baltimore Orioles&lt;/a&gt;' &lt;a href=&quot;http://www.sbnation.com/mlb/players/31579/chris-davis&quot; class=&quot;sbn-auto-link&quot;&gt;Chris Davis&lt;/a&gt; and slightly ahead of the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/colorado-rockies&quot; class=&quot;sbn-auto-link&quot;&gt;Colorado Rockies&lt;/a&gt;' &lt;a href=&quot;http://www.sbnation.com/mlb/players/31379/carlos-gonzalez&quot; class=&quot;sbn-auto-link&quot;&gt;Carlos Gonzalez&lt;/a&gt; for league best. Including his eight home runs in 54 at-bats, over half of his hits are for extra bases (.518 ISO). &lt;/p&gt;
&lt;p&gt;Quick inspection of the offensive leader boards three weeks into the season and it would appear that Upton is the sole reason why the Braves are (currently) the best team in Major League Baseball. Additionally, taking a look at his WPA outputs shows he's had his hand in several Atlanta victories--the most impact has come against the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/chicago-cubs&quot; class=&quot;sbn-auto-link&quot;&gt;Chicago Cubs&lt;/a&gt; on 6 April (.51) and on the 12 April against the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/washington-nationals&quot; class=&quot;sbn-auto-link&quot;&gt;Washington Nationals&lt;/a&gt; (.37).&lt;/p&gt;
&lt;p&gt;Upton is simply a production machine--putting himself on base to score runs and knocking runners in. Has he simply been opportunistic? Somewhat, but his BABIP is within his career norm and has not strayed far from the league average. His contact rate isn't any higher than it normally has been in his four year career so its hard to find any flags that would indicate hes soon headed for regression. &lt;/p&gt;
&lt;p&gt;What does is his power numbers--obviously Upton will never be able to maintain his ISO and he's on pace to hit  40 doubles. He hit 39 in 2011 which is the same year he hit his career high 31 home runs. Upton also could be what I like to refer to as a roller-coaster hitter--a guy who goes up one season, down the next then up the following season. Upton is poised for his 'up' year in 2013.&lt;/p&gt;
&lt;p&gt;Another interesting feature of Upton's hitting thus far is his elevated fly ball rate which is the result of over half of the pitches he makes contact with. Normally if a hitter is popping the ball up at that high a rate, he's making a lot of outs--unless 40% of their fly balls end up over the fence like Upton's are. Neither of those rates are going to be maintainable and as a hitter, your going to want to replace some of those fly balls with line drives.&lt;/p&gt;
&lt;p&gt;The high fly ball rate for Upton could be attributed to the two pitches he's having the most success with--breaking pitches like the sinker and the curve. He's been the best at landing the curve for hits as displayed by the spray chart below:&lt;br&gt;&lt;a href=&quot;http://cdn0.sbnation.com/imported_assets/1562783/4577082013040120130417AAACUspray-chart.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn1.sbnation.com/imported_assets/1562783/4577082013040120130417AAACUspray-chart_medium.png&quot; alt=&quot;4577082013040120130417aaacuspray-chart_medium&quot;&gt;&lt;/a&gt;&lt;br&gt;(via &lt;a href=&quot;http://pitchfx.texasleaguers.com/charts/gen/4577082013040120130417AAACUspray-chart.png&quot;&gt;pitchfx.texasleaguers.com&lt;/a&gt;)&lt;/p&gt;
&lt;p&gt;And his total spray chart for the season:&lt;br&gt;&lt;a href=&quot;http://cdn1.sbnation.com/imported_assets/1562809/4577082013040120130417AAAAAspray-chart.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn2.sbnation.com/imported_assets/1562809/4577082013040120130417AAAAAspray-chart_medium.png&quot; alt=&quot;4577082013040120130417aaaaaspray-chart_medium&quot;&gt;&lt;/a&gt;&lt;br&gt;(via &lt;a href=&quot;http://pitchfx.texasleaguers.com/charts/gen/4577082013040120130417AAAAAspray-chart.png&quot;&gt;pitchfx.texasleaguers.com&lt;/a&gt;)&lt;/p&gt;
&lt;p&gt;The pitches he's hitting for home runs vary but he's been very consistent on the curve.&lt;/p&gt;
&lt;p&gt;I think at this point its a given that Upton is going to be a reliable hitter for the Braves, just as he was for the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/arizona-diamondbacks&quot; class=&quot;sbn-auto-link&quot;&gt;Arizona Diamondbacks&lt;/a&gt;. Regardless if Upton makes his way up the MVP voting polls, I think this might be the year Upton will establish himself among baseball's elite.&lt;/p&gt;
&lt;p&gt;If &lt;a href=&quot;http://www.sbnation.com/mlb/players/4313/justin-upton&quot; class=&quot;sbn-auto-link&quot;&gt;Justin Upton&lt;/a&gt; can keep up the pace he's on--even at a lower production rate--the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/atlanta-braves&quot; class=&quot;sbn-auto-link&quot;&gt;Atlanta Braves&lt;/a&gt; may have pulled off the trade of the season. Upton is playing like a (way) early MVP candidate--his .508 wOBA is tied with &lt;a href=&quot;http://www.sbnation.com/mlb/teams/baltimore-orioles&quot; class=&quot;sbn-auto-link&quot;&gt;Baltimore Orioles&lt;/a&gt;' &lt;a href=&quot;http://www.sbnation.com/mlb/players/31579/chris-davis&quot; class=&quot;sbn-auto-link&quot;&gt;Chris Davis&lt;/a&gt; and slightly ahead of the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/colorado-rockies&quot; class=&quot;sbn-auto-link&quot;&gt;Colorado Rockies&lt;/a&gt;' &lt;a href=&quot;http://www.sbnation.com/mlb/players/31379/carlos-gonzalez&quot; class=&quot;sbn-auto-link&quot;&gt;Carlos Gonzalez&lt;/a&gt; for league best. Including his eight home runs in 54 at-bats, over half of his hits are for extra bases (.518 ISO). &lt;/p&gt;
&lt;p&gt;Quick inspection of the offensive leader boards three weeks into the season and it would appear that Upton is the sole reason why the Braves are (currently) the best team in Major League Baseball. Additionally, taking a look at his WPA outputs shows he's had his hand in several Atlanta victories--the most impact has come against the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/chicago-cubs&quot; class=&quot;sbn-auto-link&quot;&gt;Chicago Cubs&lt;/a&gt; on 6 April (.51) and on the 12 April against the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/washington-nationals&quot; class=&quot;sbn-auto-link&quot;&gt;Washington Nationals&lt;/a&gt; (.37).&lt;/p&gt;
&lt;p&gt;Upton is simply a production machine--putting himself on base to score runs and knocking runners in. Has he simply been opportunistic? Somewhat, but his BABIP is within his career norm and has not strayed far from the league average. His contact rate isn't any higher than it normally has been in his four year career so its hard to find any flags that would indicate hes soon headed for regression. &lt;/p&gt;
&lt;p&gt;What does is his power numbers--obviously Upton will never be able to maintain his ISO and he's on pace to hit  40 doubles. He hit 39 in 2011 which is the same year he hit his career high 31 home runs. Upton also could be what I like to refer to as a roller-coaster hitter--a guy who goes up one season, down the next then up the following season. Upton is poised for his 'up' year in 2013.&lt;/p&gt;
&lt;p&gt;Another interesting feature of Upton's hitting thus far is his elevated fly ball rate which is the result of over half of the pitches he makes contact with. Normally if a hitter is popping the ball up at that high a rate, he's making a lot of outs--unless 40% of their fly balls end up over the fence like Upton's are. Neither of those rates are going to be maintainable and as a hitter, your going to want to replace some of those fly balls with line drives.&lt;/p&gt;
&lt;p&gt;The high fly ball rate for Upton could be attributed to the two pitches he's having the most success with--breaking pitches like the sinker and the curve. He's been the best at landing the curve for hits as displayed by the spray chart below:&lt;br&gt;&lt;a href=&quot;http://cdn0.sbnation.com/imported_assets/1562783/4577082013040120130417AAACUspray-chart.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn1.sbnation.com/imported_assets/1562783/4577082013040120130417AAACUspray-chart_medium.png&quot; alt=&quot;4577082013040120130417aaacuspray-chart_medium&quot;&gt;&lt;/a&gt;&lt;br&gt;(via &lt;a href=&quot;http://pitchfx.texasleaguers.com/charts/gen/4577082013040120130417AAACUspray-chart.png&quot;&gt;pitchfx.texasleaguers.com&lt;/a&gt;)&lt;/p&gt;
&lt;p&gt;And his total spray chart for the season:&lt;br&gt;&lt;a href=&quot;http://cdn1.sbnation.com/imported_assets/1562809/4577082013040120130417AAAAAspray-chart.png&quot;&gt;&lt;img class=&quot;photo&quot; src=&quot;http://cdn2.sbnation.com/imported_assets/1562809/4577082013040120130417AAAAAspray-chart_medium.png&quot; alt=&quot;4577082013040120130417aaaaaspray-chart_medium&quot;&gt;&lt;/a&gt;&lt;br&gt;(via &lt;a href=&quot;http://pitchfx.texasleaguers.com/charts/gen/4577082013040120130417AAAAAspray-chart.png&quot;&gt;pitchfx.texasleaguers.com&lt;/a&gt;)&lt;/p&gt;
&lt;p&gt;The pitches he's hitting for home runs vary but he's been very consistent on the curve.&lt;/p&gt;
&lt;p&gt;I think at this point its a given that Upton is going to be a reliable hitter for the Braves, just as he was for the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/arizona-diamondbacks&quot; class=&quot;sbn-auto-link&quot;&gt;Arizona Diamondbacks&lt;/a&gt;. Regardless if Upton makes his way up the MVP voting polls, I think this might be the year Upton will establish himself among baseball's elite.&lt;/p&gt;




</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/4/18/4240908/will-atlanta-braves-justin-upton-become-elite-in-2013"/>
    <id>http://www.beyondtheboxscore.com/2013/4/18/4240908/will-atlanta-braves-justin-upton-become-elite-in-2013</id>
    <author>
      <name>Michael Augustine</name>
    </author>
  </entry>
  <entry>
    <published>2013-04-18T15:30:36Z</published>
    <updated>2013-04-18T15:30:36Z</updated>
    <title>What's Up With St. Louis Cardinals' Trevor Rosenthal?</title>
    <content type="html">
  










  &lt;p&gt;The &lt;a href=&quot;http://www.sbnation.com/mlb/teams/st-louis-cardinals&quot; class=&quot;sbn-auto-link&quot;&gt;St. Louis Cardinals&lt;/a&gt; are having major bullpen issues in the wake of &lt;a href=&quot;http://www.sbnation.com/mlb/players/31144/jason-motte&quot; class=&quot;sbn-auto-link&quot;&gt;Jason Motte's&lt;/a&gt; potential season-ending elbow injury. &lt;a href=&quot;http://www.sbnation.com/mlb/players/32958/mitchell-boggs&quot; class=&quot;sbn-auto-link&quot;&gt;Mitchell Boggs&lt;/a&gt; seems to be a headcase in the ninth inning with his horrendous ERA and a nearly one-to-one BB/K rate. One-time closer &lt;a href=&quot;http://www.sbnation.com/mlb/players/69498/fernando-salas&quot; class=&quot;sbn-auto-link&quot;&gt;Fernando Salas&lt;/a&gt; and Mark Rzepczynski are having a tough time as well and don't seem suited for the late innings.
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;The man who might be best suited for the job out of the remaining 'contenders' is fireballer &lt;a href=&quot;http://www.sbnation.com/mlb/players/151542/trevor-rosenthal&quot; class=&quot;sbn-auto-link&quot;&gt;Trevor Rosenthal&lt;/a&gt;. Yet how can Mike Matheny and co. feel comfortable running out a young man who has already blown two saves in eight games through nine innings pitched?
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;Well, for one, its a really small sample size&amp;mdash;albeit a very disconcerting one. Rosenthal currently has a .400 BABIP and is leaving just over 60% of runners on base.
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;This could be the result of some shoddy defense&amp;mdash;which the Cardinals are not above from time to time. His FIP is over three runs lower than his ERA and he has a stunning 11-to-1 K/BB rate. Rosenthal looks to be holding his end of the bargain up as a pitcher, right?
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;Maybe not.
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;Rosenthal's line drive and ground ball rate are well above the Major League Baseball average at 25 and 50 percent respectively. For a guy with a lights-out fastball that tops out at nearly 100 MPH, this is pretty odd&amp;mdash;especially with a 14% swinging strike rate.
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;That being said, the problem I'm seeing with Rosenthal is he's not varying up his pitches. Right now he's throwing his fastball on over 80% of his pitches. The rest&amp;mdash;a slider, curve and change&amp;mdash;are all being thrown less than 7% of the time. So it's no surprise what hitters are expecting when they come to the plate. That also explains his high HR/FB rate of 16.7% (25% FB rate).
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;I would be very surprised if Rosenthal maintains that high BABIP&amp;mdash;and HR/FB rate&amp;mdash;for an extended period of time. I'll be even more surprised if Rosenthal doesn't start mixing his pitches better. He could simply be having a bout of bad luck but I seriously doubt that. If you know four out of every five pitches is going to be a fastball, how hard will it be&amp;mdash;for even the most average hitter&amp;mdash;to time it and drive it?
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;The curve ball is going to be key for Rosenthal to succeed in the ninth. He simply cannot live and die on his fastball without having a secondary pitch he throws more than 7% of the time. Even his fellow division flame-thrower &lt;a href=&quot;http://www.sbnation.com/mlb/players/106584/aroldis-chapman&quot; class=&quot;sbn-auto-link&quot;&gt;Aroldis Chapman&lt;/a&gt; mixes in his slider on about 11% of his pitches.
&lt;/p&gt;
&lt;p&gt;The &lt;a href=&quot;http://www.sbnation.com/mlb/teams/st-louis-cardinals&quot; class=&quot;sbn-auto-link&quot;&gt;St. Louis Cardinals&lt;/a&gt; are having major bullpen issues in the wake of &lt;a href=&quot;http://www.sbnation.com/mlb/players/31144/jason-motte&quot; class=&quot;sbn-auto-link&quot;&gt;Jason Motte's&lt;/a&gt; potential season-ending elbow injury. &lt;a href=&quot;http://www.sbnation.com/mlb/players/32958/mitchell-boggs&quot; class=&quot;sbn-auto-link&quot;&gt;Mitchell Boggs&lt;/a&gt; seems to be a headcase in the ninth inning with his horrendous ERA and a nearly one-to-one BB/K rate. One-time closer &lt;a href=&quot;http://www.sbnation.com/mlb/players/69498/fernando-salas&quot; class=&quot;sbn-auto-link&quot;&gt;Fernando Salas&lt;/a&gt; and Mark Rzepczynski are having a tough time as well and don't seem suited for the late innings.
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;The man who might be best suited for the job out of the remaining 'contenders' is fireballer &lt;a href=&quot;http://www.sbnation.com/mlb/players/151542/trevor-rosenthal&quot; class=&quot;sbn-auto-link&quot;&gt;Trevor Rosenthal&lt;/a&gt;. Yet how can Mike Matheny and co. feel comfortable running out a young man who has already blown two saves in eight games through nine innings pitched?
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;Well, for one, its a really small sample size&amp;mdash;albeit a very disconcerting one. Rosenthal currently has a .400 BABIP and is leaving just over 60% of runners on base.
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;This could be the result of some shoddy defense&amp;mdash;which the Cardinals are not above from time to time. His FIP is over three runs lower than his ERA and he has a stunning 11-to-1 K/BB rate. Rosenthal looks to be holding his end of the bargain up as a pitcher, right?
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;Maybe not.
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;Rosenthal's line drive and ground ball rate are well above the Major League Baseball average at 25 and 50 percent respectively. For a guy with a lights-out fastball that tops out at nearly 100 MPH, this is pretty odd&amp;mdash;especially with a 14% swinging strike rate.
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;That being said, the problem I'm seeing with Rosenthal is he's not varying up his pitches. Right now he's throwing his fastball on over 80% of his pitches. The rest&amp;mdash;a slider, curve and change&amp;mdash;are all being thrown less than 7% of the time. So it's no surprise what hitters are expecting when they come to the plate. That also explains his high HR/FB rate of 16.7% (25% FB rate).
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;I would be very surprised if Rosenthal maintains that high BABIP&amp;mdash;and HR/FB rate&amp;mdash;for an extended period of time. I'll be even more surprised if Rosenthal doesn't start mixing his pitches better. He could simply be having a bout of bad luck but I seriously doubt that. If you know four out of every five pitches is going to be a fastball, how hard will it be&amp;mdash;for even the most average hitter&amp;mdash;to time it and drive it?
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt; 
&lt;/p&gt;
&lt;p class=&quot;western&quot; style=&quot;margin-bottom: 0in;&quot;&gt;The curve ball is going to be key for Rosenthal to succeed in the ninth. He simply cannot live and die on his fastball without having a secondary pitch he throws more than 7% of the time. Even his fellow division flame-thrower &lt;a href=&quot;http://www.sbnation.com/mlb/players/106584/aroldis-chapman&quot; class=&quot;sbn-auto-link&quot;&gt;Aroldis Chapman&lt;/a&gt; mixes in his slider on about 11% of his pitches.
&lt;/p&gt;



</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/4/18/4238872/whats-up-with-st-louis-cardinals-trevor-rosenthal"/>
    <id>http://www.beyondtheboxscore.com/2013/4/18/4238872/whats-up-with-st-louis-cardinals-trevor-rosenthal</id>
    <author>
      <name>Michael Augustine</name>
    </author>
  </entry>
  <entry>
    <published>2013-04-10T17:31:39Z</published>
    <updated>2013-04-10T17:31:39Z</updated>
    <title>Baseball SQL Group</title>
    <content type="html">
  










  &lt;p&gt;I have started a &lt;a href=&quot;https://groups.google.com/forum/?hl=en&amp;fromgroups#!forum/baseball-sql-discussion&quot;&gt;Baseball SQL Google group&lt;/a&gt; for those of us in the Sabermetric community who are interested in or are already using SQL to look at pitch f/x and play by play data. We already have a pretty good group going, so please join in if you think you would fit!&lt;br&gt;&lt;br&gt;&lt;br&gt;&lt;/p&gt;
&lt;p&gt;I have started a &lt;a href=&quot;https://groups.google.com/forum/?hl=en&amp;fromgroups#!forum/baseball-sql-discussion&quot;&gt;Baseball SQL Google group&lt;/a&gt; for those of us in the Sabermetric community who are interested in or are already using SQL to look at pitch f/x and play by play data. We already have a pretty good group going, so please join in if you think you would fit!&lt;br&gt;&lt;br&gt;&lt;br&gt;&lt;/p&gt;




</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/4/10/4209532/baseball-sql-group"/>
    <id>http://www.beyondtheboxscore.com/2013/4/10/4209532/baseball-sql-group</id>
    <author>
      <name>Chris St. John</name>
    </author>
  </entry>
  <entry>
    <published>2013-03-23T04:02:33Z</published>
    <updated>2013-03-23T04:02:33Z</updated>
    <title>Quantifying Player Development</title>
    <content type="html">
  










  &lt;p&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/449/kyle-lohse&quot; class=&quot;sbn-auto-link&quot;&gt;Kyle Lohse&lt;/a&gt; is a type-A free agent. While he has yet to sign, odds are he's going to get a pretty reasonably high pay day for a 34-year-old pitcher with a career ERA of 4.45.&lt;/p&gt;
&lt;p&gt;Throughout the off-season, I have often wondered to myself how the hell Kyle Lohse is a type-A free agent. Lohse was consistently a mediocre pitcher in his professional career, from his first pitch in the minors with the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/chicago-cubs&quot; class=&quot;sbn-auto-link&quot;&gt;Cubs&lt;/a&gt;, all throughout his career with the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/minnesota-twins&quot; class=&quot;sbn-auto-link&quot;&gt;Twins&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/cincinnati-reds&quot; class=&quot;sbn-auto-link&quot;&gt;Reds&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/philadelphia-phillies&quot; class=&quot;sbn-auto-link&quot;&gt;Phillies&lt;/a&gt;. He always had an around league-average fastball, (in terms of velocity. It was way below average, if you go by pitch value) and a standard four-pitch mix that was about as exciting as watching paint dry. And then, something magical happened to Kyle Lohse.&lt;/p&gt;
&lt;p&gt;He joined the Cardinals.&lt;/p&gt;
&lt;p&gt;Joining the Cardinals seems to be some kind of magical antidote to the disease of mediocrity. St. Louis is a place where the Kyle Lohses and the Jake Westbrooks and the Joel Pineiros of the world go to put up numbers like frontline starters, and then, when they hit free agency, get their pay day.&lt;/p&gt;
&lt;p&gt;Of course, the magic of the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/st-louis-cardinals&quot; class=&quot;sbn-auto-link&quot;&gt;St. Louis Cardinals&lt;/a&gt; is not just limited to mediocre right handers. This is the organization that brought us &lt;a href=&quot;http://www.sbnation.com/mlb/players/945/albert-pujols&quot; class=&quot;sbn-auto-link&quot;&gt;Albert Pujols&lt;/a&gt;. This is the organization that pumps out useful players like &lt;a href=&quot;http://www.sbnation.com/mlb/players/34311/allen-craig&quot; class=&quot;sbn-auto-link&quot;&gt;Allen Craig&lt;/a&gt; and spots guys like &lt;a href=&quot;http://www.sbnation.com/mlb/players/32990/david-freese&quot; class=&quot;sbn-auto-link&quot;&gt;David Freese&lt;/a&gt; that often go overlooked. In many respects, the Cardinals are an archetype of how a baseball team should be run. They are consistently contenders and often boast a large number of home-grown players, and never seem to have a bloated payroll. They turn average into good, and good into great. They have one of the best player development systems in the game.&lt;/p&gt;
&lt;p&gt;This is the conventional wisdom, and it's probably correct, but it's largely based on anecdotal evidence. Are the Cardinals really better at developing pitchers than, say, the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/chicago-white-sox&quot; class=&quot;sbn-auto-link&quot;&gt;White Sox&lt;/a&gt;? How about the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/san-francisco-giants&quot; class=&quot;sbn-auto-link&quot;&gt;Giants&lt;/a&gt;? Player development is one of the most important aspects of the game, and yet the efficacy of teams' player development systems seems to often go unevaluated numerically, at least in fan circles.&lt;/p&gt;
&lt;p&gt;Much in the vain of Pinstriped Bible, with their analysis of the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-yankees&quot; class=&quot;sbn-auto-link&quot;&gt;Yankees&lt;/a&gt;' ability to develop pitchers, I am embarking on a research project with my partner, Casey Gowrie, to quantify player development. Can we rank the organizations? Can we rate executives? Which teams are best at developing what tools and skills? And, most importantly, how do they do it?&lt;/p&gt;
&lt;p&gt;The purpose of this post is to enlist the community of Beyond the Box Score to help me as I start my first project of this scale. To make an accurate assessment, I am going to need pre- and post-draft scouting reports of players, preferably with 20-80 rankings of their tools and skills. What executives/coaches were working for which organizations during which seasons, Pitch F/X release point and movement data, pitcher and batter heat maps, GM Trade/signing histories, previous studies of a similar nature, and all kinds of other information, as well as ideas on how to approach this massive undertaking would all also be greatly appreciated.&lt;/p&gt;
&lt;p&gt;I hope you are all as intrigued and excited about this as I am. Anyone interested please comment below, or email me at matthew.yaspan@tufts.edu &lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://www.sbnation.com/mlb/players/449/kyle-lohse&quot; class=&quot;sbn-auto-link&quot;&gt;Kyle Lohse&lt;/a&gt; is a type-A free agent. While he has yet to sign, odds are he's going to get a pretty reasonably high pay day for a 34-year-old pitcher with a career ERA of 4.45.&lt;/p&gt;
&lt;p&gt;Throughout the off-season, I have often wondered to myself how the hell Kyle Lohse is a type-A free agent. Lohse was consistently a mediocre pitcher in his professional career, from his first pitch in the minors with the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/chicago-cubs&quot; class=&quot;sbn-auto-link&quot;&gt;Cubs&lt;/a&gt;, all throughout his career with the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/minnesota-twins&quot; class=&quot;sbn-auto-link&quot;&gt;Twins&lt;/a&gt;, &lt;a href=&quot;http://www.sbnation.com/mlb/teams/cincinnati-reds&quot; class=&quot;sbn-auto-link&quot;&gt;Reds&lt;/a&gt; and &lt;a href=&quot;http://www.sbnation.com/mlb/teams/philadelphia-phillies&quot; class=&quot;sbn-auto-link&quot;&gt;Phillies&lt;/a&gt;. He always had an around league-average fastball, (in terms of velocity. It was way below average, if you go by pitch value) and a standard four-pitch mix that was about as exciting as watching paint dry. And then, something magical happened to Kyle Lohse.&lt;/p&gt;
&lt;p&gt;He joined the Cardinals.&lt;/p&gt;
&lt;p&gt;Joining the Cardinals seems to be some kind of magical antidote to the disease of mediocrity. St. Louis is a place where the Kyle Lohses and the Jake Westbrooks and the Joel Pineiros of the world go to put up numbers like frontline starters, and then, when they hit free agency, get their pay day.&lt;/p&gt;
&lt;p&gt;Of course, the magic of the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/st-louis-cardinals&quot; class=&quot;sbn-auto-link&quot;&gt;St. Louis Cardinals&lt;/a&gt; is not just limited to mediocre right handers. This is the organization that brought us &lt;a href=&quot;http://www.sbnation.com/mlb/players/945/albert-pujols&quot; class=&quot;sbn-auto-link&quot;&gt;Albert Pujols&lt;/a&gt;. This is the organization that pumps out useful players like &lt;a href=&quot;http://www.sbnation.com/mlb/players/34311/allen-craig&quot; class=&quot;sbn-auto-link&quot;&gt;Allen Craig&lt;/a&gt; and spots guys like &lt;a href=&quot;http://www.sbnation.com/mlb/players/32990/david-freese&quot; class=&quot;sbn-auto-link&quot;&gt;David Freese&lt;/a&gt; that often go overlooked. In many respects, the Cardinals are an archetype of how a baseball team should be run. They are consistently contenders and often boast a large number of home-grown players, and never seem to have a bloated payroll. They turn average into good, and good into great. They have one of the best player development systems in the game.&lt;/p&gt;
&lt;p&gt;This is the conventional wisdom, and it's probably correct, but it's largely based on anecdotal evidence. Are the Cardinals really better at developing pitchers than, say, the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/chicago-white-sox&quot; class=&quot;sbn-auto-link&quot;&gt;White Sox&lt;/a&gt;? How about the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/san-francisco-giants&quot; class=&quot;sbn-auto-link&quot;&gt;Giants&lt;/a&gt;? Player development is one of the most important aspects of the game, and yet the efficacy of teams' player development systems seems to often go unevaluated numerically, at least in fan circles.&lt;/p&gt;
&lt;p&gt;Much in the vain of Pinstriped Bible, with their analysis of the &lt;a href=&quot;http://www.sbnation.com/mlb/teams/new-york-yankees&quot; class=&quot;sbn-auto-link&quot;&gt;Yankees&lt;/a&gt;' ability to develop pitchers, I am embarking on a research project with my partner, Casey Gowrie, to quantify player development. Can we rank the organizations? Can we rate executives? Which teams are best at developing what tools and skills? And, most importantly, how do they do it?&lt;/p&gt;
&lt;p&gt;The purpose of this post is to enlist the community of Beyond the Box Score to help me as I start my first project of this scale. To make an accurate assessment, I am going to need pre- and post-draft scouting reports of players, preferably with 20-80 rankings of their tools and skills. What executives/coaches were working for which organizations during which seasons, Pitch F/X release point and movement data, pitcher and batter heat maps, GM Trade/signing histories, previous studies of a similar nature, and all kinds of other information, as well as ideas on how to approach this massive undertaking would all also be greatly appreciated.&lt;/p&gt;
&lt;p&gt;I hope you are all as intrigued and excited about this as I am. Anyone interested please comment below, or email me at matthew.yaspan@tufts.edu &lt;/p&gt;



</content>
    <link type="text/html" rel="alternate" href="http://www.beyondtheboxscore.com/2013/3/23/4137932/quantifying-player-development"/>
    <id>http://www.beyondtheboxscore.com/2013/3/23/4137932/quantifying-player-development</id>
    <author>
      <name>Matthew Yaspan</name>
    </author>
  </entry>
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