“The Book” on Lineups
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December 15, 2012
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Most of us who find ourselves at this site, also find ourselves considered by friends and family as “baseball fans”. Baseball fans views of the game, their favorite team and their favorite team’s efforts to put together a winner fall in many camps along several different continuum: Traditional or Sabermetric? Prospects or Proven talent? Offense or Defense first? The list goes on and on.
Suffice to say, anyone who likes to engage in these types of debates is a true fan and, at the very least, has a great understanding of their view and good enough of an understanding to argue against the other side! Regardless of which camp you happen to sit in, it is likely that you have at least heard of the famous (infamous) book by Tom Tango, appropriately called: “The Book”.
In “The Book” many time-honored beliefs about the game are rigorously studied from a statistical standpoint. One such study is related to the oft-debated topic of lineup construction. The basic question is simple: given a set of nine players with varying skills, what is the optimal way to order them in order to score the most runs over the course of a season?
The basic premise of the study is to analyze how often a certain position in the batting order gets up to bat and when that position does get up to bat, what is the frequency and type of base-runner/out combination that they inherit? Given those scenarios, certain offensive outcomes (walk, single, double, fly ball, home run, etc) are worth more than they might be in other situations. The final layer is obvious, but needs to be stated: the #1 hitter gets up to bat more than the #2 hitter. The #2 hitter gets to hit more if the #1 hitter makes fewer outs (read: gets on-base more). So on and so on down the lineup….
Intuitively, we know the above is true. Lineups matter because a batter who hits 20 homers over a season in the #9 spot is less likely to have multi-run home runs than someone who hits 20 homers out of the #3 spot. The same way that a guy who hits .300 and gets on base 40% of the time but never hits a home run is really valuable as a leadoff hitter, but will be less effective as a cleanup hitter than someone who hits lots of doubles and home runs.
Ok, if you didn’t understand what we are talking about before reading this, and you kind of understood after the small lead-in, you definitely understand the example above all making the point that “The Book” is trying to make. Certain skills belonging to players have relatively more value than others given the situations those players face.
Indians in 2013
Ok, horse sufficiently beaten; what does this mean for the Indians in 2013? The question of lineups is especially pertinent when the Indians have recently acquired a player who is an extreme example of possessing one talent at the expense of several others. Mark Reynolds is just such a player.
Mark Reynolds hits home runs and does little else. His defensive liabilities will be masked by moving him to first base and having him as the designated hitter a fair amount of the time, but we are talking offense my friends. Mark Reynolds has hit .221 the past two seasons, which is significantly below league average, while posting an OBP right at .330 which is merely slightly below league average and has struck out in over 33% of his at bats which competes with Adam Dunn for worst in the Majors. However, like Adam Dunn, Mark Reynolds hits a lot of home runs. In fact, he hit 60 in the last two seasons despite whiffing so frequently.
Where does a player like Reynolds best fit into a lineup and how can the Indians fit their current pieces into the best possible lineup? Obviously, we want the few times that Reynolds does make contact to come with men on base, but also understand that he will almost never “set the table” for hitters behind him. Basically, he clears the bases, he never loads them.
Using Bill James 2013 projections courtesy of www.fangraphs.com, I have placed them in a “traditional” batting order that one might expect Terry Francona to utilize this upcoming season (*barring any future trades, which is funny because I have run this analysis twice already given the Stubbs trade shortly after the Reynolds acquisition!):
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Name |
Position |
AVG |
OBP |
SLG |
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Michael Brantley |
LF |
274 |
344 |
379 |
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2B |
274 |
351 |
429 |
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Carlos Santana |
C |
261 |
383 |
476 |
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Mark Reynolds |
1B |
231 |
336 |
463 |
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Asdrubal Cabrera |
SS |
277 |
341 |
430 |
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CF |
250 |
320 |
390 |
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Lonnie Chisenhall |
3B |
262 |
310 |
433 |
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TBD |
RF/DH |
250 |
310 |
400 |
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TBD |
LF/DH |
250 |
310 |
400 |
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Expected Runs Per Game |
4.834 |
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(Note: I am assuming that Aviles, Canzler, McGuinness, Carrera, etc, etc ultimately end up filling the last two positions in some capacity at a 250/310/400 level. Feel free to assume away as much as you’d like and be sure to add it in your comments!)
If the above is our traditional view, and we are aware of a “non-traditional” view that exists; how best do we fit the Indians current roster into our new form of thinking? Utilizing the lineup optimization tool from www.baseballmusings.com, we are presented with a different possible lineup to trot out each day. I merely propose the following, but am really looking for others to chime in and see what the community thinks.
According to “The Book’s” way of thinking: here is the Indians optimal lineup:
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Lineup # |
Batter |
Rationale |
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1 |
Carlos Santana |
Santana is the team’s best overall hitter with most potent OBP/SLG combination. This spot sees a decent # of AB’s that have runners in scoring position, but also is setting the table for 3/4/5. |
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2 |
Asdrubal Cabrera |
Strong hitter, but not the best OBP or best SLG. |
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3 |
Drew Stubbs |
Obviously, this is only because Chisenhall, LF and DH are all 250/310/400 hittters and highlights just how unimportant the #3 is when compard to #1, #2 and #4! |
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4 |
Mark Reynolds |
Overall, Cabrera and Reynolds have similar offensive value with the bat in their hands; however, Reynolds goes 4th because he derives that value with his big-time power and Cabrera does it with a little more OBP and a little less power. |
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5 |
Jason Kipnis |
Looking at Cabrera and Kipnis’ projections, you would assume that Kipnis would be placed ahead of Cabrera. However, the numbers show that Kipnis’ will see enough extra chances to drive in runs that it overcomes the fewer AB’s he will see hitting three spots later. |
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6 |
Lonnie Chisenhall |
Better than internal DH options/back-up position player options and not a high OBP guy. He wouldn’t be as helpful in front of the top of the order. |
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7 |
DH/RF |
Assuming a 250/300/400 replacement player/platoon situation |
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8 |
DH/RF |
Assuming a 250/300/400 replacement player/platoon situation |
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9 |
Michael Brantley |
Brantley is a leadoff-type hitter who is the 2nd best leadoff hitter on the team. His lack of power moves him down to the bottom and he sets the table for the top two of your order which is now populated with your best hitters. |
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Expected Runs Per Game |
4.903 runs/game |
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This is a gain of about 0.07 runs per game, which if extrapolated over the course of a season is worth about one win. That isn’t that important when you are talking about going from 68 to 69 wins, but is extremely important when you start getting in the mid-80s range and considering how many seasons have come down to just a game or two, can make all the difference in the world.
As an aside, if anyone was wondering about potential player change scenarios facing the Indians:
Swisher signs: Projection: .356/.362/.458
Santana, Swisher, Cabrera, Reynolds, Kipnis, Chisenhall, Stubbs, DH, Brantley
Expected Runs Per Game: 5.072
Cabrera Traded, Swisher Signs: No Major League Position players acquired, Aviles Starts
Santana, Swisher, Stubbs, Reynolds, Kipnis, Chisenhall, Aviles, DH, Brantley
Expected Runs Per Game: 4.996
Cabrera Traded:
Santana, Reynolds, Stubbs, Chisenhall, Kipnis, Aviles, LF, DH, Brantley
Expected Runs Per Game: 4.815
This last scenario could be interpreted to support the case of dealing Cabrera for young pitching. The basic reasoning is: you don’t hurt the team THAT much offensively by starting Aviles (0.1 runs/game) and you get the dual benefits of shedding $16.5 million in payroll over the next two years that could be used to entice Swisher (showing a 0.9 run increase over the initial lineup) while simultaneously acquiring the young arms that will be required to make all of this lineup tinkering worthwhile in the first place and actually get the Indians in the marginal area of 85+ wins where +/- 1 game actually matters.
What does it all mean?
As we can see, as the offensive talent drains from the big league club, the ‘optimal’ lineups change greatly. Reynolds as a #2 hitter is completely counter-intuitive until you realize that beyond Kipnis, nearly every hitter is barely above replacement level given their current projections. Reynolds elite power wins out over his low OBP and is given the opportunity to bat a few more times over the course of the season and hopefully get another home run or two by batting that much more often.
In the end, lineups make a difference at the margins and the real key is to have great players at every position, not arrange mediocre players in some magical order. I sincerely believe that both Chisenhall and Brantley will perform significantly better than their predictions this season and will justify their likely batting spots in the top-five of the order. I am optimistic on Drew Stubbs to outperform both last year and the .250/.320/.390 projection assigned to him.
As a final note, please remember: this discussion is meant to be academic and showcase the value of getting differently skilled players onto the same roster in order to maximize their talents and overall have a better team. After all, no possible lineup construction will make the starting rotation any better. Though Trevor Bauer very likely will!
User Comments
Tony: Again, I completely understand where you're coming from, I guess I just see Perez as expendable right now, and with his previous attitude issues (justified or not), I just don't see any reason for the FO to feel any loyalty towards him. We just don't need him now, and most likely won't miss him terribly in 2014. But, we do need another bat in the lineup and we have guys more capable of handling the closer's job.
I'm also a big fan of the rotating DH spot, and trading for Morales would make that almost impossible, but, isn't that kind of a good problem to have? Too many good bats on your roster? You could still use Morales as a platoon with Reynolds vs some righties to get some of the other fielders a break on occasion. If you could get him and sign a FA like Swisher (which I would have to think that showing a greatly improved lineup would only help that cause) then that lineup, and it's composition, is really good. In fact, that lineup is mostly made up of switch hitters with good amounts of power, I only see one guy who probably wont reach 10+ HR, but even Brantley has gap power with 37 doubles last year. And unless Morales returns to his 2009 form, Boras won't get a ton for a guy who is almost exclusively a DH and missed over a year with an ankle injury.
I still don't think that the Angels pull the trigger on that trade considering that they have a fairly strong BP with Madson, Frieri, Downs, Burnett, and Jepsen.
RP's just have so little trade value in the off season, however, there is another DH type that could become available this off season that I haven't seen a single Indians fan mention: Michael Morse. If the Nationals resign LaRoche like they think that they will, then Morse becomes completely expendable. Again, he's only got one year left, and he's older, but he's represented by ACES (so no Boras concerns) and will probably be cheaper to resign regardless. Even after missing so many games last year due to injury, Morse still managed nearly 20 HR. He's RH, but doesn't show a significant platoon split, .860 OPS .200 ISO vs LHP, .830 OPS .195 ISO vs RHP. The Nationals might let him go for a song.
With nobody on base Brantley hit .282/.697. With runners on he hit .296/.814. I rest my case.
Moralys is interesting because he's a DH who can hit, but there are a couple of problems. One, he failed to play more than 57 games in four out of the last six seasons. Is there a more chronically injured player in the majors? Secondly, he may be a switch hitter but he can't hit lefties. His BA against lefties over the last three years is .218 versus .293 against righties. He has to be considered as a chronically injured left-handed hitting DH. Hey, didn't we just have a guy like that?
Jimenez
Bauer
McAllister
Carrasco
huff
tomlin
*Brantley,cabrera,Santana,reynolds,KIPNIS, SWISHER.**,chisenhall,dh ,stubbs
My line up for what it's worth ( nothing )
Brantley
ACab
Kipnis
Santana
Reynolds
RF
Chiz
DH
Stubbs.
Guessing rf to be Ross & DH to not be much.
Keeps the 3 left handers apart so a little harder to match up on late in games as well.
Have loved the site and the mass amounts of great information on here for a few years, but seems like a few of the negative fans have found they're way here too lately!
AT.
But back to the subject at hand.. Yes. Lineup construction is a vital part of the Indians coming season. So far, the loss of Choo is going to hammer the lead off spot for this lineup. By comparison, he flat out got on base. That will be one of the biggest skills the Indians are going to miss with his departure. So, a strength in the lineup goes to a weakness.
Putting Santana at lead off takes a good run producer away from run producing segments of the lineup. Santana can't set the table and clean it off, so, this solutions is truly a major problem. IDK which would be worse, moving Kipnis to lead off and sacrifice some of his run producing education or lose Santana to that role. If ONLY Drew Stubbs could use that combination of speed, power and contact ability to get on base more. Then that might be an option that would turn the Cyber Valuation on its EAR !!.. For every permutation, there are at least 504 potentially better solutions?... Now how did I come up with 504?
Morales on the other hand, was worth 1.8 WAR last year after missing a year and a half due to his ankle injury. While he's still a risk, you could also argue that the further away he gets from his injury the strong and better he'll be, and he'll only cost the Indians around $3 million.
Perez is at a position of extreme depth for the Indians and Pestano over the last two years has been worth almost as much as Perez has been over his entire career. With the savings that the Indians would net from dumping Perez's salary, they may be able to put the needed cherry on top to get one of our top FA targets.
So in the end, you'd only get one year of Morales, but you'd be dumping a near replacement level RP who is costing you too much because he gets saves for a guy that could really help spark the offense of this club and right the awful lineup composition.
I just don't see why LAA does it.
The speed of 9th through the third batter makes the speed on the bases attractive. Brantley, Kipnis and Cabrerea.












