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When to Walk Pujols

It seems to happen every year — a good hitter gets especially hot in the playoffs and people start talking about how he should get the “Barry Bonds Treatment,” i.e., walking the batter almost every time he is up. It is generally a bad idea to give a free pass to any hitter that often, but if any current player deserves that treatment, it is Albert Pujols. A comparison of Pujols and Bonds as hitters is not quite as interesting as it sounds. Pujols’ highest single-season wRC+ is 185 in 2003; in 1993, Bonds’ wRC+ was 193 and that was only his sixth-best season. What more is interesting is the thought that teams should walk Pujols almost every time he is up. If you are reading FanGraphs, I hope that you know that walking even a Hall-of-Famer-if-he-retires-three-years-ago hitter like Pujols every time is bad strategy. However, Pujols is obviously good enough that opposing managers are justified in giving him a free pass in certain situations. How common are those situations?

Just to make it clear: for the duration of this post I will be following the analysis of intentional walks found in Chapter 10 of The Book. I am going to try to avoid regurgitating too many of the specific analytical details — if you want those or a more in-depth analysis as to the logic behind all of this, I recommend you read that chapter (and if you are interested in questions like these, you will love the whole book, anyway).

I should also make clear that there are many different variations of base/out/game situations, as well as lineup situations, all of which make a difference. I am not going to get to them all, for obvious reasons of space and sanity. Also, although the analysis is meant to be for “intentional walks,” I think that for a hitter with strike zone judgment like Pujols, many “intentional unintentional walks” can be included here, as well. So by “free passes” and the like you can include many of those.

In general, intentional walks are overused. As The Book explains in detail, almost every intentional walk will increases run expectancy. There is one general exception to this rule — runners on second and third, two outs, and an elite hitter like Pujols (who is mentioned specifically!) at the plate. However, that is just a general analysis of run expectancy without taking into account the game situation (inning and relative score) and the quality of the hitters behind the elite hitter. The chapter on walks eventually gets to a chart of base/out/inning/score situations and when a walk is advisable. Each state has a specific ratio associated with it — this is the ratio of the potential walkee’s expected wOBA to that of the hitter(s) behind him. Depending on how many outs into the inning the game is at, the ratio is the elite hitter’s expected wOBA divided by a weighted average of the expected wOBA of the two, three, or four hitters following him (i.e., how many batters are expected to hit on average after the intentional walk). If the ratio is equal to higher to the ratio on the chart, the intentional walk is advisable.

The theory behind all of this can be found in the relevant book chapter. How do we apply it to Pujols’ case? First, we need the expected wOBA for Pujols and the hitters following him. There are a number of different possibilities (particularly given the Cardinals’ manager) for the lineup sequence following Pujols, but I will consider just a couple based on recent games. The first is a post-Pujols order of Lance Berkman, Matt Holliday, David Freese, and Yadier Molina. The second, which might be used against left-handed starters, is Freese, Holliday, Berkman, and Molina. I realize that for the games in Texas, Allen Craig might come into play here as the DH, but am trying to limit my possibilities — in those cases, he will probably be hitting lower than fifth, anyway, and so the changed impact (making a walk less advisable) will not be that great given the weight assigned to that spot.

We also need projected current “true talent” wOBAs for the players. I got these by using Oliver‘s final 2011 update. However, we want to go deeper, as it will matter whether there is a right- or left-handed starter on the mound, so based on the Oliver forecasts, I estimated each relevant hitter’s platoon skill (hopefully you are beginning to see why I limited the variations). Finally, to be more accurate, The Book advises removing the walks from both the numerator and denominator of the wOBA calculations for the player who might be walked then multiplying by 1.12, since in each situation, an intentional walk and unintentional walk have the same game impact.

I won’t run through all the other hitter’s various projections for you, but to get a sense of how incredible Pujols is (if you don’t already know): Oliver has him projected for a .443 wOBA, with the walk-modification recommended, I get a .457 wOBA for him. For platoon skill, I get .449 versus right-handed pitchers, and .480 versus left-handed pitchers. Yikes.

I am going to deal primarily with situations where the starter is in an pitching well enough to stay in under normal circumstances (I realize that has been rare in this season’s playoffs, but bear with me), as dealing with various pitcher chances complicates things much further. In any case, I am primarily concerned with the “Bonds issue,” i.e., whether Pujols should be pitched around even in situations where one normally would not do so with “merely good” hitters. Let’s begin with a right-handed pitcher on the mound and Berkman-Holliday-Freese-Molina behind Pujols. The switch-hitting Berkman destroys right-handed pitching (.409 expected wOBA), but it is interesting that even after regressing Holliday’s observed “reverse” platoon split, he still projects to hit righties just as well as Berkman (.410 expected wOBA, I will not get into how I would change Tony La Russa’s likely batting orders). Freese (.339) and Molina (.331) aren’t bad, either. Given the ratio of Pujols’ .449 to the appropriate weighted averages of the others’, in what situations is a walk acceptable with a right-handed pitcher on the mound? Not many, given how Berkman and Holliday mash righties. A few of the situations:

– bottom of the eighth, one out, runners on second and third, score tied or the Cardinals ahead
– top of the ninth, one out, runners on second and third, score tied or the Cardinals ahead
– bottom of the ninth, none out, runner on second, score tied
– bottom of the ninth, none out, runners on first and third, score tied
– bottom of the ninth, none out, runners on second and third, score tied or Rangers up by one
– bottom of the ninth, one out, runner on third, score tied
– bottom of the ninth, one out, runners on first and third, score tied
– bottom of the ninth, one out, runners on second and third, score tied or Rangers up by one
– bottom of the ninth, two outs, runner on second OR third, score tied

I think that is actually the complete list, or close to it. Relatively speaking it is not a very long list, when you consider all of the possible game states. Given that that all of them are in the eighth or ninth inning, if the Rangers have a left reliever handy for Berkman and a righty available for the rest of the hitters, a free pass for Pujols becomes an even less advisable alternative.

What about if the Cardinals go with the same order against a left-handed pitcher? Then things are opened up a bit, given Pujols expected .480 wOBA against southpaws and Berkman’s big split (although his projection against lefties isn’t horrible — .347). The possibilitie really expand if the Rangers fall behind early. For example, if the Rangers get down by four or five runs early, and Pujols comes up, with one or two outs, runners on, and first base open, they could justify an intentional walk to Pujols, assuming a lefty is still set to face the middle of the Cardinals order. And, of course, the later one gets into the game, the more situations might call for such a walk.

That is worth watching for, but the Rangers would probably go to their strong bullpen pretty early if they start getting rocked in the opening innings. More importantly, La Russa has been hitting David Freese cleanup against lefties (yes, Holliday would make more sense, but I’m trying to keep it both realistic and simple for the sake of space). So what situations allow for walking Pujols given a Pujols-Freese-Holliday-Berkman-Molina sequence and a southpaw on the mound to face all of them?

Actually, it’s about the same as for the Pujols-Berkman-Holiday-Freese-Molina sequence. With Berkman hitting fourth, the ratios of Pujols’ expected wOBA versus lefties to the weighted average of the others (depending on the number of outs when Pujols comes to the plate) is 1.28 with no outs, 1.25 with one out, and 1.34 with two outs. With Freese and Berkman switching spots, the ratios are 1.28, 1.23, and 1.28. Basically, with either lineup, other than late-game situations when the Rangers are likely to be into their bullpen, the Cardinals need to be blowing the game open for a walk to Pujols to be a good strategy. Even then, there usually needs to be one or two outs, at least one runner on, and first base open. Listing the situations would not only be laborious, but might give the false impression that there such situations are somewhat common. Given the specific games states involved, they are actually rare.

Despite a 2011 that was poor by his standards, Albert Pujols is still probably the best hitter in baseball (Joey Votto, Jose Bautista, Miguel Cabrera, and Adrian Gonzalez fans might protest, but that’s a pretty select group). If any current hitter should get intentionally walked in an unusual situation, it would be him. However, intentional walks almost always increase the run expectancy of the team at-bat, and given that the Cardinals have other excellent hitters, the situations in which a free pass even to Albert Pujols is a good idea are quite rare. This is particularly true prior to the late innings, when the Rangers will have the option to play match ups with Pujols and the hitters behind him. The Rangers should tread carefully, but they don’t need to give in to the “Bonds treatment” buzz.




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Matt Klaassen reads and writes obituaries in the Greater Toronto Area. If you can't get enough of him here, you can follow his Twitter feed. He is also a contributor at Getting Blanked.

19 Responses to “When to Walk Pujols”

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  1. GotHeem says:

    Nice article

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  2. Socrates says:

    I wonder if any major league team actually parses out the scenarios like this prior to a series. I think they should, but I doubt that Ron Washington will have a card in the dugout with the IBB scenarios for Pujols printed on it.

    By the way, LaRussa might want that card for about half the Texas lineup right now (obviously not serious). Of course LaRussa is too smart of us mere mortals to even contemplate his managerial style.

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  3. futurecfo says:

    This can be a very intricate subject, but this article summarizes The Book and complex analysis thoroughly yet succinctly. Hope Ron Washington reads this…

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  4. Bad Bill says:

    A couple of tweaks: based on recent Cardinals games against a LH pitcher, Craig would probably hit second, not below Holliday/Berkman/etc. Same general point, though: his presence can be ignored to first order in evaluating the decision. (Of course, TLR can always pull yet another lineup out of his … hat and put Craig in the 4 hole or otherwise back into the picture.) Also, it is arguable at this time of the year that Freese should indeed bat cleanup against lefties rather than Holliday, on the grounds that he’s healthier (little doubt about that) and more likely to perform at peak efficiency. This is a very difficult thing to judge from outside the clubhouse, and again, it doesn’t significantly affect your basic point.

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  5. David says:

    Honestly don’t know why every major league team wouldn’t have some front office intern sitting in front of a computer, constantly updating the game state and having all the relevant percentages display right in front of him. There’s no rule saying that the manager (or bench coach, or somebody) can’t have a live phone line to this intern so as to ask basic questions … is there? If there is, then said intern could sit at the far end of the bench with a laptop.

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    • CircleChange11 says:

      Or an iPad (or similar device) that someone in the dugout would have with the information being continually updated.

      “Managing” a baseball game may become more like being a corrdinator in football, where there’s communication about all sorts of scenarios on a continual basis.

      On the other hand, there are binders and information cards full of stuff that’s not likely line scores and season stats that coaches have. Just because we don;t see the manager looking down with his nose in a binder or reading index cards, doesn;t mean it doesn’t take place.

      They have pre-game meetings for every game. I’m guessing they’re discussing more than just who has the “good face”.

      ‘Men at Work’ and ’3 Nights in August’ illustrate how much thinking goes into almost everything in baseball.

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  6. bender says:

    Fascinating article

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  7. adohaj says:

    “. . .the situations in which a free pass even to Albert Pujols is a good idea are quite rare. This is particularly true prior to the late innings, when the Rangers will have the option to play match ups with Pujols and the hitters behind him.”

    I don’t think I’m understanding correctly. How does the ability to play match ups with relief pitchers cause IBB Pujols to be a worse idea? Wouldn’t it be a better idea to IBB Pujols if the manager has access to relief? With relief pitchers the manager can use the platoon splits of the hitters behind Pujols to their advantage. In effect the relief pitchers make the hitters after Pujols have a lower wOBA. Swaping pitcher instead of IBB for Pujols is sill though since his splits are both crazy good

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  8. Hank says:

    Albert Pujols has played 11 seasons… if he retired 3 years ago he would not even be eligible for the HOF..

    I appreciate the attempt at making a point, but the HOF requires a minimum of 10 seasons.

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    • shannon says:

      Well gosh, I’m glad you cleared that up!

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    • Ian R. says:

      To be fair, there is precedent for inducting players below the 10-season minimum in exceptional cases (namely Addie Joss). If Pujols suffered a career-ending injury (or died) three years ago, I have little doubt he’d be in. If he just up and retired, yeah, probably not.

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  9. CircleChange11 says:

    Curiosity just compelled me to look this up …

    Against the Phillies, PHL had 5 opportunities to pitch to AP5 with 1B open.
    [1] 1 IBB
    [2] 1 BB
    [3] RBI single
    [4] F-4
    [5] FC

    After the IBB, Berkamn K’s, Holliday flied out to the end the inning.

    After the unintentional walk, Berkamn homered. (Remember this for an exciting conclusion)

    The IBB was with 1-out, runners on 2nd and 3rd in the 8th, Cards up 1-0, just like the situation from the article …

    – bottom of the eighth, one out, runners on second and third, score tied or the Cardinals ahead

    —————————————

    MIL had 7 opportunities to pitch to AP5 with 1B open.
    [1] K
    [2] GIDP, Run Scored
    [3] RBI 2B
    [4] IBB – Holliday K to end inning
    [5] IBB – Holliday K to end inning
    [6] BB – Berkman RBI single
    [7] RBI single

    They IBB’d him twice, Holliday K’d to end the inning both times.

    ———————————

    IMO, here’s how this works with broadcasters and media members …

    In Game 2 Pujols went off after a not so hot Game 1. A HR, 3 doubles.

    AP5 starts off game 3 with an RBI double, and here we go again. So they IBB him twice and Holliday fans both times to end the inning. See? You don’t pitch to Pujols if you don’t have to. They unintentionally walked him in G5 and Berlam grounded into an FC and Holliday grounded to short to end the inning. See? Just put him on (or so the thinking goes).

    In G6, with 1-out in the 1st they unintentionally walked him, and Berlamn drove in a run with a single. Pujols homered in his next at bat with men on, and ended the game with an RBI single with (of course) 1st base open.

    Interestingly enough, when you IBB Pujols, StL doesn;t score. When you unintentionally walk him, they score 2 out of 3 times. Clearly it’s better to IBB Pujols than it is to unintentionall walk him (Har Har)

    The cards had three very visible chances to score following a Pujols IBB. That they K’d 3 times and flew out in the 4 at bats following the IBB, it looks “better” than it is.

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  10. Dave says:

    – bottom of the ninth, one out, runners on second and third, score tied or Rangers up by one

    Hmmm

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  11. Rbr says:

    The Bonds comparison makes quite a lot of sense if you ignore his late thirties peak.

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  12. Will H. says:

    Best article you’ve done…

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  13. Cecil Cooper's Twin says:

    So, Ron Roenicke was paying attention to ‘the Book’ during the regular season but went away from it during the post season.

    Should managerial decisions change during the post season? This is an interesting topic. I would assume that managers play more ‘hunches’ in the playoffs than the regular season (smaller sample size and season ending results based on each AB).

    That’s how I would approach it. If I noticed something on the field in the playoffs, I would weight that more heavily that statistical data. In the regular season, I would be more inclined to go with the percentages.

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  14. AA says:

    Matt Kemp fans might argue with your ranking as well.

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