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	<title>Boston &#187; Leverage</title>
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		<title>Free, Tense Baseball</title>
		<link>http://boston.locals.baseballprospectus.com/2017/09/21/free-tense-baseball/</link>
		<comments>http://boston.locals.baseballprospectus.com/2017/09/21/free-tense-baseball/#comments</comments>
		<pubDate>Thu, 21 Sep 2017 13:00:55 +0000</pubDate>
		<dc:creator><![CDATA[Chris Teeter]]></dc:creator>
				<category><![CDATA[Articles]]></category>
		<category><![CDATA[Extra innings]]></category>
		<category><![CDATA[Leverage]]></category>
		<category><![CDATA[Playoffs]]></category>

		<guid isPermaLink="false">http://boston.locals.baseballprospectus.com/?p=27035</guid>
		<description><![CDATA[The Red Sox have seen a lot of #TurningPoints.]]></description>
				<content:encoded><![CDATA[<p>Good news everyone: the magic number for the division crown is down to eight. The Red Sox came into the season as favorites and, despite much handwringing, they have spent more days in first place than in any other place combined. To sweeten the deal, these Red Sox have offered up a wondrous amount of free baseball, with the latest instance coming in Tuesday night’s 1-0 win over the Orioles.</p>
<p>The game was the Red Sox’s 18th extra inning game this season, which is the <a href="https://www.baseball-reference.com/tiny/hlc5b" target="_blank">third-most in baseball this year</a>, trailing only the Blue Jays and Giants, who have each played 19 extra-inning affairs. Those teams have played more extra-inning games, but they significantly trail the Red Sox in the <em>number</em> of extra innings. The good and fun fellas in Boston have played 59 extra innings, 12 more than the Jays and 14 more than the Giants. It&#8217;s not like the Sox are out there offering free Werther’s Originals or some other trash candy, they are giving out the good stuff, winning 15 of their 18 beyond-nine tilts. Compare that with Toronto, who only has five wins in their 19 extra-inning games. In any case, all of this extra, tense baseball being played by the Red Sox got me thinking about leverage, and something Jeff Sullivan of FanGraphs wrote a little while back about how, by average leverage index, <a href="http://www.fangraphs.com/blogs/technically-baseball-really-is-more-boring/" target="_blank">baseball has been boring this year</a>. Not so in Boston.</p>
<p>The idea of boredom is a subjective issue, but as Sullivan points out, average leverage is at its <a href="http://www.fangraphs.com/leaders.aspx?pos=all&amp;stats=bat&amp;lg=all&amp;qual=0&amp;type=3&amp;season=2017&amp;month=0&amp;season1=1974&amp;ind=0&amp;team=0,ss&amp;rost=0&amp;age=0&amp;filter=&amp;players=0&amp;sort=7,a" target="_blank">lowest point</a> since it has been something we record. Given that <a href="http://www.fangraphs.com/library/misc/li/" target="_blank">leverage index (LI)</a> essentially measures the tension of a situation, so if it is low, as it has been in 2017, then the game(s) are lacking some excitement. LI has nothing to do with pennant races, or win streaks, and doesn’t know that Andrew Benintendi is standing in the batter’s box with his beautiful flow going. It is a plate-appearance-by-plate-appearance-within-a-game thing. As such, the LI of a game between the Phillies and Padres in May can be identical to that between the Blue Jays and Orioles in last year’s Wild Card game. Your average baseball situation has a leverage index of 1. High leverage is greater than 1. It is a number that attempts to measure that feeling of your stomach fluttering as you watch your team in close games. You know like, for example, an extra inning game where a single swing of the bat can send everyone home.</p>
<p>With all of the extra innings (and other close games) the Red Sox have played this year, 11.4 percent of their plate appearances and 9.2 percent of their batters faced have come in high leverage moments. On the offensive side of things, that is the third-highest rate in baseball, while the pitching mark is middle of the pack at 15th. After combining hitting and pitching numbers, the Red Sox’s 1.02 average leverage index is the third-highest in baseball this year:</p>
<p><img class="aligncenter size-full wp-image-27044" src="http://boston.locals.baseballprospectus.com/wp-content/uploads/sites/4/2017/09/Fig2_Team-LI_2_2017.png" alt="Fig2_Team-LI_2_2017" width="800" height="640" /></p>
<p>You can see that there is not a lot of spread between highest and lowest. Nevertheless, the Red Sox’s 1.02 LI is 6.25 percent above league average (LI+, I suppose), which is a top-50 mark all-time. I am not sure that is necessarily interesting, but it is another example of how this team has stood out within the current season. You can see that leverage does not care much about pennant races or other season-long notions of a moment’s importance, as the also-ran Blue Jays and Giants are near the top; all those extra-inning games have impacted their LI as well. Unlike those teams, and a few others on the left-side of that figure, the Red Sox have played playoff-position-relevant games all year. Their life in the high-leverage lane is perhaps even more impressive when considering the constant importance of winning games in order to keep a safe distance ahead of the Yankees. But is it meaningful?</p>
<p>Given all of the above, there certainly exists a temptation to describe the Red Sox as a battle-tested team that will be ready to handle the intensity of playoff baseball. They will be able to ‘<a href="http://www.mlbshop.com/2017_Postseason_Gear?ab={wt-static_graphic}{pt-home}{al-aspot}{ct-Postseason}" target="_blank">Take-17</a>’, as the new terrible slogan goes. Of course this might be true. After all, it is clear they have earned considerable reps in tense moments and won a lot of extra-inning games. But while the pitching (and defense) has <a href="http://www.fangraphs.com/leaders.aspx?pos=all&amp;stats=pit&amp;lg=all&amp;qual=0&amp;type=0&amp;season=2017&amp;month=26&amp;season1=2017&amp;ind=0&amp;team=0,ts&amp;rost=0&amp;age=0&amp;filter=&amp;players=0&amp;sort=16,a" target="_blank">performed well</a> in high leverage spots, the offense <a href="http://www.fangraphs.com/leaders.aspx?pos=all&amp;stats=bat&amp;lg=all&amp;qual=0&amp;type=1&amp;season=2017&amp;month=26&amp;season1=2017&amp;ind=0&amp;team=0,ts&amp;rost=0&amp;age=0&amp;filter=&amp;players=0&amp;sort=15,d" target="_blank">has not</a>; a general truism for the season. Regardless, are those moments the same, or even similar enough to playoff games to actually help? Do they accumulate to provide something tangible? I have no idea. Maybe. At the very least they are experiences that can be drawn upon. Alternatively, playing six games worth of extra-innings and many other tense moments has worn them out, and it would have been better if they just crushed fools all year and leisurely worked through more low-leverage innings (e.g., Cleveland and Houston).Again, I don’t know which is better. But if/when the Red Sox do win a bunch of games in October, I think we should be hesitant to ascribe the October wins to their experience above the leverage line over the course of the season, character-narratives be damned.</p>
<p><em>Photo by Patrick McDermott &#8211; USA TODAY Sports</em></p>
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		<title>Asking For More From Craig Kimbrel</title>
		<link>http://boston.locals.baseballprospectus.com/2017/07/18/asking-for-more-from-craig-kimbrel/</link>
		<comments>http://boston.locals.baseballprospectus.com/2017/07/18/asking-for-more-from-craig-kimbrel/#comments</comments>
		<pubDate>Tue, 18 Jul 2017 13:00:02 +0000</pubDate>
		<dc:creator><![CDATA[Chris Teeter]]></dc:creator>
				<category><![CDATA[Articles]]></category>
		<category><![CDATA[Craig Kimbrel]]></category>
		<category><![CDATA[Goose Eggs]]></category>
		<category><![CDATA[Heath Hembree]]></category>
		<category><![CDATA[Joe Kelly]]></category>
		<category><![CDATA[Leverage]]></category>
		<category><![CDATA[Matt Barnes]]></category>
		<category><![CDATA[Relief pitching]]></category>

		<guid isPermaLink="false">http://boston.locals.baseballprospectus.com/?p=23579</guid>
		<description><![CDATA[Great relievers shouldn't be limited to the ninth inning.]]></description>
				<content:encoded><![CDATA[<p class="western">By any measure, Craig Kimbrel just finished an excellent first half of a baseball season. Here is a table with statistics and his ranks among relievers who have at least 20 innings pitched:</p>
<table width="301" cellspacing="0" cellpadding="2">
<colgroup>
<col width="98" />
<col width="96" />
<col width="96" /> </colgroup>
<tbody>
<tr valign="bottom">
<td style="background: #dddddd" bgcolor="#dddddd" width="98" height="16"></td>
<td style="background: #dddddd" bgcolor="#dddddd" width="96">
<p class="western" align="center"><b>Kimbrel</b></p>
</td>
<td style="background: #dddddd" bgcolor="#dddddd" width="96">
<p class="western" align="center"><b>Rank</b></p>
</td>
</tr>
<tr valign="bottom">
<td style="background: #ffffff" bgcolor="#ffffff" width="98" height="16">
<p class="western" align="left">RA9</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">1.35</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">3</p>
</td>
</tr>
<tr valign="bottom">
<td style="background: #ffffff" bgcolor="#ffffff" width="98" height="16">
<p class="western" align="left">ERA</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">1.35</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">5</p>
</td>
</tr>
<tr valign="bottom">
<td style="background: #ffffff" bgcolor="#ffffff" width="98" height="16">
<p class="western" align="left">DRA</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">1.64</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">1</p>
</td>
</tr>
<tr valign="bottom">
<td style="background: #ffffff" bgcolor="#ffffff" width="98" height="16">
<p class="western" align="left">FIP</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">1.07</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">2</p>
</td>
</tr>
<tr valign="bottom">
<td style="background: #ffffff" bgcolor="#ffffff" width="98" height="16">
<p class="western" align="left">K%</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">50.3</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">1</p>
</td>
</tr>
<tr valign="bottom">
<td style="background: #ffffff" bgcolor="#ffffff" width="98" height="16">
<p class="western" align="left">fWAR</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">2.2</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">2</p>
</td>
</tr>
<tr valign="bottom">
<td style="background: #ffffff" bgcolor="#ffffff" width="98" height="16">
<p class="western" align="left">PWARP</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">1.57</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">4</p>
</td>
</tr>
<tr valign="bottom">
<td style="background: #ffffff" bgcolor="#ffffff" width="98" height="16">
<p class="western" align="left">NetSaves</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">21</p>
</td>
<td style="background: #ffffff" bgcolor="#ffffff" width="96">
<p class="western" align="center">5</p>
</td>
</tr>
</tbody>
</table>
<p class="western">And yet, here I am, asking more of him. Not with regard to how he pitches when he pitches, – that would be ridiculous, look at those numbers – but the latter part of that phrase, the ‘when he pitches’ part, is something I am interested in seeing some adjustment back to the early part of the season. If he was more flexible with his usage he could be even more valuable to the team than he is currently.</p>
<p class="western">Up until the middle of June, <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="http://www.providencejournal.com/sports/20170516/in-wake-of-last-postseason-are-teams-using-closers-more-aggressively" target="_blank">John Farrell was using Kimbrel in ways that we had not previously seen him be used</a></span></span></span>: multi-inning outings, entering in the eighth inning, only throwing the eighth inning, entering mid-inning with runners on-base. It appeared to (finally) be a move toward what the analytical baseball crowd has been yearning for, for years: use your best reliever in the game’s most important moments, not just in the ninth when they can get a save. The simplistic description of the idea is that Craig Kimbrel is the team’s best reliever, so he should be used to extinguish opposing team’s rallies at any point from (roughly) the seventh inning on (i.e., the <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="http://www.fangraphs.com/library/misc/li/" target="_blank">high-leverage</a></span></span></span> moments). Not sit and hope the other, lesser, pitchers hold the line until he can run in and end the game. Last year, we watched Terry Francona <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="http://www.espn.com/mlb/story/_/id/18992656/indians-ace-reliever-andrew-miller-end-tyranny-save" target="_blank">maximize Andrew Miller</a></span></span></span>’s value down the stretch, into the playoffs and throughout this season, and <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="https://fivethirtyeight.com/features/kenley-jansen-is-too-busy-helping-the-dodgers-win-to-get-saves/" target="_blank">Dave Roberts start doing something similar with Kenley Jansen</a></span></span></span> last October that has carried over into this season.</p>
<p class="western">While it seemed as though Farrell and Kimbrel were heading down a similar path as Francona/Miller, Roberts/Jansen and others, over the last month Kimbrel’s usage has reverted to that of your bog-standard capital ‘C’ Closer. He has made ten appearances, with each lasting a single inning in the game’s final frame, excepting Saturday night’s <span style="color: #000080"><span lang="zxx"><span style="color: #000000"><a href="https://www.baseball-reference.com/boxes/BOS/BOS201707150.shtml" target="_blank">blown save against the Yankees</a> when he got the last out of the eighth</span></span></span>. While Kimbrel set the pace for the team in average leverage for <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="http://www.fangraphs.com/leaders.aspx?pos=all&amp;stats=rel&amp;lg=all&amp;qual=0&amp;type=3&amp;season=2017&amp;month=4&amp;season1=2017&amp;ind=0&amp;team=3&amp;rost=0&amp;age=0&amp;filter=&amp;players=0&amp;sort=7,d" target="_blank">April</a></span></span></span> and <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="http://www.fangraphs.com/leaders.aspx?pos=all&amp;stats=rel&amp;lg=all&amp;qual=0&amp;type=3&amp;season=2017&amp;month=5&amp;season1=2017&amp;ind=0&amp;team=3&amp;rost=0&amp;age=0&amp;filter=&amp;players=0&amp;sort=7,d" target="_blank">May</a></span></span></span> (yes, Robby Scott had some huge moments), in <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="http://www.fangraphs.com/leaders.aspx?pos=all&amp;stats=rel&amp;lg=all&amp;qual=0&amp;type=3&amp;season=2017&amp;month=6&amp;season1=2017&amp;ind=0&amp;team=3&amp;rost=0&amp;age=0&amp;filter=&amp;players=0&amp;sort=7,d" target="_blank">June</a></span></span></span>, Matt Barnes led the way, and so far in <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="http://www.fangraphs.com/leaders.aspx?pos=all&amp;stats=rel&amp;lg=all&amp;qual=0&amp;type=3&amp;season=2017&amp;month=7&amp;season1=2017&amp;ind=0&amp;team=3&amp;rost=0&amp;age=0&amp;filter=&amp;players=0&amp;sort=7,d" target="_blank">July</a></span></span></span>, Joe Kelly has had by far the most difficult tasks. This is not an ideal situation. As with the <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="http://boston.locals.baseballprospectus.com/2017/06/27/missing-the-platoon-advantage/" target="_blank">lack-of-platooning</a></span></span></span>, this is not meant as a criticism of John Farrell’s managing. Kimbrel’s change in usage was driven by Kimbrel.</p>
<p class="western">A report on Kimbrel from Peter Abraham in <i>The Boston Globe</i> focused on <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="http://www.bostonglobe.com/sports/redsox/2017/07/12/craig-kimbrel-pushes-himself-not-only-great-but-historic/Bri4FoEEfKroQV39BgKTQM/story.html" target="_blank">Kimbrel’s routine-oriented</a></span></span></span> approach to his role, and how he feels most comfortable pitching at the end of games:</p>
<p class="western" align="center"><strong>“<i>It’s really all I know. I like getting the last three outs.”</i></strong></p>
<p class="western" align="left">Even though what that statement means for how he is used frustrates me, I completely understand where Kimbrel is coming from. It really <i>is</i> all he knows. Of course he likes being the guy who gets the fireballs raging on the big screen as he runs in from the bullpen, and being the guy at the start of the handshake line after a win is sealed up. All of that stuff is incredibly rewarding, and has directly led to his being a very rich man. It reinforces that what he has been doing is correct. So I get it. It is terrifying to try a new thing when a certain thing (or sequence of things [e.g., unnecessary arm dangle]) has worked, and worked so ridiculously well, for so long.</p>
<p class="western" align="left">But here is another thing among all of these things: his ability to throw a baseball past an opposing batter is unlikely to change if he enters a game at 9:40pm or 10:00pm instead of 10:20pm. Just as it didn’t when he was asked to do so in the first couple of months of this season, again excepting this past Saturday night. It will require an adjustment to his current routine and I recognize that can feel uncomfortable, but, as we have seen with the fanfare and performance of Miller, Jansen, Felipe Rivero in Pittsburgh, and <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="https://fivethirtyeight.com/features/our-2017-goose-egg-reliever-rankings-are-here/" target="_blank">Chris Devenski</a></span></span></span> in Houston, it works just fine and will come with similar levels of adulation and money (probably).</p>
<p class="western" align="left">To be clear, I am not asking for Kimbrel to increase his workload to match that of a mid-70s reliever who throws three innings each time out – Abraham’s story highlights how his workload is a clear concern. Rather, I am suggesting that it would be to the team’s advantage for him to be more flexible in when his workload is distributed, such that he is more effectively deployed. Even Kimbrel should want the Red Sox to stop giving Kelly/Barnes/Heath Hembree/whichever-eighth-inning-guy-they-trade-for the ball when the game is on the line prior to the ninth inning. Those are all fine pitchers, but they are not Craig Kimbrel. He should get the ball. Kimbrel taking on a more flexible role could even adjust the team’s plans for the deadline. Who knows? But the whole thing is dependent on Kimbrel buying in to the concept and he seems unlikely to do so. That is the rub. Miller (and Francona and Cody Allen) bought in to the idea and stopped worrying about saves. Jansen (and Roberts) bought in. Even Aroldis Chapman bought in for a couple of months in order to earn a ring, but has <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="https://www.nytimes.com/2016/12/16/sports/baseball/aroldis-chapman-new-york-yankees-joe-maddon.html" target="_blank">since made an about face</a></span></span></span>. Maybe someone should start hanging pictures of Miller and Jansen in Kimbrel’s locker every day.</p>
<p class="western" style="text-align: center" align="left"><iframe src="https://www.youtube.com/embed/HTviKIadB4o" width="560" height="315" frameborder="0" ></iframe></p>
<p class="western" align="left">For what it’s worth, John Farrell seems to not want to push his star reliever into greater flexibility, saying in that Abraham article: “We arrived at a pretty defined approach and we need to adhere to that.”. You really don’t <i>need</i> to, John, but, again, I understand how it seems that way. There is the chance, remote as it may be, that Kimbrel will break if he is not used in the way he prefers. But the change I am suggesting does not even need to be all that drastic. Hell, it was somewhat in place for two-and-a-half months. And, at the All-Star Break, Kimbrel was 12<sup>th</sup> in FiveThirtyEight’s <a href="https://fivethirtyeight.com/features/goose-egg-new-save-stat-relief-pitchers/" target="_blank">Goose Egg measure</a>, which attempts to break the assessment of relief pitching from the tyranny of the save and credits pitchers for clutch, scoreless relief innings, even in tied games. But Kimbrel can, and should be higher than 12<sup>th</sup>. Manage to the Goose Egg?</p>
<p class="western" align="left">In any case, I wonder what will happen with Kimbrel’s usage if the standings are close in September. Will things change? The way this offense is going I suspect the team is going to need to eek out a few tight ball games. How about in October (if the Red Sox get there)? Will the adherence to a single-inning, ninth-inning role continue? I hope not. There is precedent for an <span style="color: #000080"><span lang="zxx"><span style="text-decoration: underline"><a href="https://deadspin.com/craig-kimbrel-said-he-could-go-two-innings-was-mad-he-1442541137" target="_blank">angry Craig Kimbrel wanting the ball</a></span></span></span> in a playoff game for more than just the ninth. Give in to your anger, Craig. In the end, while the status quo with Kimbrel is undoubtedly great, things could be even greater if he accommodates flexibility into his role and leads this team on a run through October.</p>
<p class="western" align="left"><em>Photo by Kim Klement &#8211; USA TODAY Sports</em></p>
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