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A Tale of Two Bunts


With apologies to Charles Dickens. I'm sorry this is so long, but he got paid by the word, so his stuff is pretty long, too...

Terry Francona is a great manager. If you quibble with this statement, you're crazy or trolling. He's calm and funny in a city with voracious media, and has done a fantastic job controlling very disparate personalities while still keeping the respect of his clubhouse. While he sometimes manages with the "long view" in the regular season to the short-term detriment of the team (sticking with veterans when they're not performing, putting out "Sunday lineups," leaving starters in longer than seems rational), he's often proven right in the long-term, and we've seen that when the games really count in October he goes for the throat and rarely makes a poor tactical decision.

That said, there were two tactical choices in the past two games that I strongly disagree with, and in my opinion Francona is lucky that the Sox ended up winning both games. Note that this doesn't change my opinion of Francona very much at all -- I still think he is the greatest manager I've ever witnessed and I want him in charge of the Sox as long as he wishes / is physically able, which I hope is a long time. But these decisions were poor in many ways, and I'd like to point them out and discuss them, and I really hope he doesn't make similar choices again.

In the Sunday night game against the Yanks, the Sox were down by one in the bottom of the ninth against the greatest closer of all time when Scutaro got a leadoff double. Jacoby Ellsbury then bunted him to third. Rivera caught the bunt on one bounce, looked at third, but then saw no one covering. He then was still able to turn and throw to first to just get Jacoby. The bunt was "successful," and Pedroia was able to get Scutaro home on a sacrifice fly, but it wasn't a good decision to bunt.

Intuitively, the bunt seems like probably a good idea. You just need the one run and Rivera is one of the stingiest pitchers in the game, so if you move the runner over you give yourself a shot to tie the game on a fly ball, or even a grounder. But Fangraphs has it as -.037 WPA, which means that given average pitching and hitting, the Sox were 3.7% less likely to win the game after that play than they were before.

There are a couple problems with this number, though. Obviously, Rivera is far from an average pitcher, but Ellsbury's also far from an average hitter. Something also to consider is that just scoring the one run isn't going to bring your win expectancy all the way up -- it's going to bring it to around 50% since you still have extra innings to deal with.

So here's another way to look at it: As I see it, the choice is either let all three guys (Ellsbury, Pedroia, Gonzalez) swing away and hope one can get at least a (non-infield) single to knock Scutaro in, or have Ellsbury sacrifice, and then hope Pedroia can get either a hit or a fly ball (as the infield would be in, so a grounder probably doesn't do it), and if he fails, then you have Gonzalez with two out. So let's analyze these two choices.

In choice 1, we can look at batting averages of the players involved as all we care about is their chance of getting a non-infield hit (a walk would be ok, but probably somewhat detrimental since it increases the chance of a double play, though obviously not as bad as an out). Rivera allows just a .211 BA against for his career, which is 80% of the league average during that time. Entering the game, Ellsbury was hitting .321, Pedroia .310 (though hotter recently), and Gonzalez of course is leading the league with a .352 BA. Let's apply a "penalty" to those numbers, since they'd be facing Rivera, and take 80% of each of them. For his career lefties hit Rivera slightly worse, but he's not a LOOGY, and these are just guesstimates anyway. Also, Ellsbury has 18 infield hits this year, Gonzalez 13 and Pedroia 22 so I'm going to exclude those since they aren't going to score Scutaro.

So doing the math we get expected non-infield hit BAs off Rivera of .233 for Jacoby, .222 for Dustin, and .265 for Gonzalez. The chance of all three failing at this is (1-.233)*(1-.222)*(1-.265), or 43.9%, with a small chance of getting a walk or infield hit and bringing Kevin Youkilis to the plate with a runner on third. Or to put it a more positive way, they'd have a 56.1% chance to get the run home.

But that's not all. Many outs aren't complete failures in this situation, as a "productive out" would essentially act as a sacrifice hit. Amazingly the Red Sox have been able to move the runner from second to third (or better) 51.2% of the time even when you remove sacrifice bunts entirely (whether by hit or "productive out"). B-Ref doesn't break these numbers down into hits v. productive outs, but I think you can assume that if Ellsbury swings away, he has not only a good shot at a hit, but also a shot at getting a grounder to the right side or a fly ball that could move Scutaro to third, giving you the same result as a sac bunt.

The math on choice 2 (just going for the sacrifice) is a little simpler, but there are some other things to consider. First, the sacrifice bunt could go wrong. Most people (and managers) would probably be surprised to learn that sacrifice bunts are only successful about 70% of the time (this year it's 68% in the AL). So by choosing to sacrifice, you're not automatically going to end up advancing the runner(s). As we saw with Ellsbury's bunt, Rivera got to it quickly and had the Yankees put the "wheel" play on (with the shortstop covering third) Scutaro probably would have been out at third. Ellsbury's not a very good bunter, so moving Scutaro over is far from a sure thing. To do this math, we need to split it up into two scenarios.

First, we'll assume Ellsbury is successful bunting (which he was). That means you're just hoping for any kind of hit from Pedroia or a sac fly, or if he fails then you want a hit from Gonzalez. B-Ref has splits for Pedroia with a runner on third and less than 2 out, and they're pretty good - in 154 such PA, he has 48 hits and 29 sac flies, so exactly 50% of the time he's done one or the other. We'll call it 40% on account of Mo. So added to Gonzalez's chance of getting a hit above, we get (1-.4)*(1-.265), or 44.1%, again with a chance of either batter walking. This 55.9% is about as much chance of scoring as we got in the first scenario.

But, there's about a 30% chance that Ellsbury will fail in his sacrifice, likely leading to a situation with one out and a runner on first. Boston's chance of scoring isn't zero in such a situation, but it's not good -- teams only win the game 20% of the time in such a situation, and that's against average pitching.

Adding in the chance that Ellsbury would fail in his sac attempt to choice 2, it was a very poor decision to ask him to do so.

This is a very longwinded way of saying that the win expectancy is right. It's meant for average pitching and hitting, but the hitters due up were much better than average, as was the pitching, so they probably come close to canceling each other out.

--------


Last night, the game was tied in the seventh when both Scutaro and Ellsbury singled off Dumatrait. This brought Carl Crawford to the plate against the lefthander, who went to a 3-0 count before throwing a strike. THEN Crawford laid down a sac bunt, which moved the runners over. This ended up not helping the Sox, as Gonzalez was walked and then Pedroia hit into a double play with the bases loaded. But the decision to bunt was even more of a bad choice in this instance.

Fangraphs has the bunt as only lowering the Sox win expectancy by .003, or 0.3%, which is very slight. But it doesn't take the count into consideration. Crawford has a 1.131 OPS for his career after a 3-1 count, which isn't surprising. At that point, the pitcher is one ball away from a walk, so even the free-swinging Crawford has an OBP of .602 after a 3-1 count. Even this year, when he's been struggling, he has a .455 OBP after such a count. So, you're giving up a 50-60% chance of getting on base and moving the runners over without giving up an out, and taking the bat out of one of your hotter hitter's hands (and one who could certainly use a confidence boost), for the 68% chance that you will execute a successful sacrifice and move the runners over?

This post is already way longer than I meant it to be, so I won't go into the math of this decision. But even if the bunt made sense according to win expectancy, and even if the worst hitter on the team was up, it wouldn't make sense to bunt after a 3-1 count, because you're pretty likely to just get the runners to move up on a walk anyway -- and almost as likely as the 68% success rate on sac bunts.

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this is, in my opinion.

awesome analysis that describes the situation perfectly.

At the same time, let’s just appreciate the awesome wins that we have the last few days, but yes, I agree that the best decisions were not made. Most importants now should be that we’ve won some awesomely important games in an awesomely important series that could well help win the year.

by wolf9309 on Aug 10, 2011 2:43 AM EDT reply actions  

Good analysis, even though I had no problem with either bunt

First, let me say that I generally don’t like bunting. However, in certain situations it doesn’t bother me. Ellsbury’s and Crawford’s are two that fall into the latter category for me.

In the MFY game, you have Scutaro on 2nd with three hitters due up that are a combined 1 for 23 against Rivera. Two of the three are left-handed hitters. Even though Rivera’s splits aren’t as pronounced this year, he has historically been tougher on lefties (lower BB-rate, higher GB-rate, lower FB-rate). Of the three hitters due up, Pedroia, a righty, had the best chance of getting the ball in the air. The 70% success rate for sacrifice bunts is better than Ellsbury’s 62.9% rate for making outs (.371 OB).

Crawford’s bunt is different, especially with a 3-1 count. But we don’t know if Tito called for it or Crawford did it on his own. Assuming it was the manager’s decision, here’s what we know about Crawford: He has a low BB-rate, struggles against LHP (.232 wOBA), and Dumatrait (the pitcher he was facing) is a lefty. While I’d rather see Crawford hit with a 3-1 count, I don’t really have a problem with the bunt based on his success rate hitting against lefties. And, as I stated earlier, I’m not sure whether or not Crawford bunted on his own.

I gotta go 'cause I'm probably definitely gonna nod out again.

by Drugs Delaney on Aug 10, 2011 10:06 AM EDT reply actions  

“The 70% success rate for sacrifice bunts is better than Ellsbury’s 62.9% rate for making outs (.371 OB).”

But when Ellsbury doesn’t make an out, he gets on base, which would increase their chance of winning the game in that inning. And you avoid an out, meaning you’d get one extra chance to get a hit (with one of your best hitters up in Youk). With a sacrifice, you’re eliminating both these possibilities.

I don’t take the 1-for-23 split as very meaningful. Gonzalez only has three PA against Rivera. Pedroia has 13 (only getting on base twice, via the BB), but if meaningful, that actually hurts your argument because the sac bunt put the bat in Pedroia’s hands in the more crucial situation. Ellsbury has 12 PA against Rivera and has just reached twice (via HBP and a single) but he is a very different hitter this year than years past. And Youk has actually had pretty good success against Mo (.467 OBP) so not giving up a free out would be a better way to get him to the plate, if you believe the small sample size is meaningful.

I agree that it’s possible Crawford bunted on his own, in which case the blame should be shifted to him for making a dumb decision (or the coaching staff for not making him aware that decision was dumb).

@bumpasaurus

by Toe Nash on Aug 10, 2011 12:09 PM EDT up reply actions  

Sample size matters, as do the players involved

Tito wanted to be able to score without a hit, which is why he bunted Ellsbury. He was playing for the tie at home (and for the likelihood that he wouldn’t have to face Rivera after the 9th—Robertson and Soriano were also already used, as were Logan and Wade). As a rule, I don’t like bunting. But I have no problem with Tito playing for one run in that situation, with the hitters due up for the Sox and Rivera on the mound. Boston still had Bard and the heart of their order due up in the 10th if they tied the game.

Win probability and expectancy are baseline numbers which do not take into account the teams or players involved. (By the way, win expectancy is flawed because it is based on data from 1979-1990); and even using baseline numbers, the bunt was fairly neutral in the outcome based on the numbers (whether the bunt itself was good or not, etc., is irrelevant because this is a discussion of the decision, not the results). Tito wanted a situation where he could score without a hit against a pitcher who isn’t easy to hit against. Also, he was forcing the MFY to either walk Pedey or draw their IF in, increasing Pedey’s chances of getting a hit. If the MFY walk Pedroia, he probably takes second (Mariano is fairly easy to run against).

By bunting, Tito knew he had a 70% of getting the runner to 3B with less than 2 outs, which is what he wanted. Ellsbury swinging away had a lesser chance of not making an out or moving the runner. Youk’s success against Mariano doesn’t factor into the decision because he was due up 5th in the inning.

The Sox under Tito don’t bunt much. You can bet they wouldn’t have done it if say Kevin Gregg was on the mound. Since win probability and expectancy don’t account players and teams, they are merely a guide and should not dictate every decision a manger makes.

I gotta go 'cause I'm probably definitely gonna nod out again.

by Drugs Delaney on Aug 10, 2011 1:49 PM EDT up reply actions  

You're picking and choosing what sample sizes to consider because they bolster your point.

Either sample sizes of <15 against a pitcher are meaningful or they’re not. If you think they are, then why leave Pedroia up there (who’s had the same lack of success v. Mariano as Ellsbury) to get the run home when he’s had hardly any success v. Mo? Or if he fails, leave it up to Gonzalez who had only seen him twice previously?

If you think tiny sample sizes in batter v. pitcher matchups are meaningful, why wouldn’t you do everything you can to get Youk to the plate (who was due up 5th in the inning, but was 4th after the Scutaro double, meaning just one of the three in front of him needed to scratch out a hit or walk for him to come up)?

I personally think they’re only barely meaningful, and plenty of research backs me up. That’s how I came up with the expected BAs as I explained, which shows it was a bad decision even if playing for one run.

If Francona didn’t think Ellsbury, Pedroia or Gonzalez had a 20% chance of getting a hit on that particular night because of their previous splits against Mo or any other reason, but he thought Pedroia had a great chance of getting a fly ball, then I understand the decision. Even if it’s a gut thing. And it worked. But statistically it was a poor play, and you could use that reasoning to justify almost any decision. But if you make enough decisions like that, you’re going to end up costing the team games.

@bumpasaurus

by Toe Nash on Aug 10, 2011 2:29 PM EDT up reply actions  

Actually I'm not

As I said, sample size matters. Mariano over his career has been better against left-handed hitters. That’s not a small sample.

What you are doing is using win probability and expectancy as gospel and not looking at the flaws involved with the use of those numbers. (Are they even up to date?). The numbers may back you up, but the methodology is flawed.

Rivera is tough to hit against. The most likely scenario is that the hitter will make an out (his career OBP against is .263, this year it’s .260). By bunting, Tito is ensuring that Ellsbury makes a productive out, which allows Pedroia to plate a runner without getting a hit (it also increases Pedey’s chances of getting hit because of a drawn in IF).

You are acting as if there is ONE correct decision. There wasn’t. The numbers you cite should guide managers, not be the sole basis for their decisions. Statistically, Tito should expect three straight outs against Mariano after Scutaro’s hit. He was playing the numbers correctly given the situation, his team, and the pitcher they were facing.

I gotta go 'cause I'm probably definitely gonna nod out again.

by Drugs Delaney on Aug 10, 2011 3:07 PM EDT up reply actions  

about this

“Statistically, Tito should expect three straight outs against Mariano after Scutaro’s hit.”

Well, no. Even .74^3 is only .405. If you “expect” a 40.5% chance to come out every time, you’re a fool.

BTW, when a person presents an argument about theory alone, complaining about sample size is a cop-out. (Actually, most of the time complaints about sample size are weak.) People make decisions with limited information all the time. We don’t need to prove that a Strategy A is better than Strategy B with a statistical certainty to endorse pursuing it.

by RickD on Aug 13, 2011 9:27 PM EDT up reply actions  

Your "theory alone" was riddled with statistics

So presenting an argument about the shortcoming of said statistics is very valid. If you can’t provide statistic certainty that A is better than B, can you really endorse either as the strategy to use or are both viable depending on the situation?

As much as I hate to use the word, there are a lot of intangibles to be considered for every play, things you cannot statistically factor in, things like you mentioned, Rivera being much more than an average pitcher and Ells-Pedey-Gonzo being much more than average hitters. Would you employ the same strategy you would against Okajima as you would Rivera? No. Would you employ the same strategy in the bottom of the 8th as you would in the 9th? Maybe not. Among other intangibles, Whatshisface who didn’t cover 3B, that may have been factored in, knowing he wasn’t as experienced as ARod and that there might be a decent chance of him messing up (he did), that might increase that 70% bunt success rate quite a bit and that renders all statistical evidence one way or another inaccurate.

"We are not normal, We are Legends. People will tell their kids about us." - Deon Butler before Ohio State Game 2008.

by Rogue Nine on Aug 14, 2011 12:33 PM EDT up reply actions  

Good stuff. As Drugs pointed out, lots of other smaller factors to consider

as well.

Two things that came to mind, was that both Crawford and Ellsbury almost beat out their bunts. Speedy players often cause rush throws to first, and if the 2B is covering, a better chance for an error. Secondly, considering two trend. First, Crawford vs. lefties just kills me. I can’t watch it anymore. Finally, ESPN showed the stat that Ellsbury was leading the league with 2-out RISP going into the game, but he had already failed twice (maybe three times?) previously. Does that mean he was due or that his season long RISP makes him due for a bad game?

I disliked the Crawford bunt more than the Ellsbury bunt, probably accounting for some intuitive fear of Mo vs. Dumatrait. But, after seeing Mo being Abreu’d last night, less fear.

by cds7c on Aug 10, 2011 10:45 AM EDT reply actions  

Ellsbury’s bunt was only close because Rivera looked at third first. As I noted he could have gotten the out at third if anyone had been covering. Ellsbury does have the speed to beat out bunts, but he’s just not a very good bunter.

@bumpasaurus

by Toe Nash on Aug 10, 2011 12:11 PM EDT up reply actions  

I think that was the first time

that I’ve seen Ellsbury try to bunt and not pop up the ball.

by wolf9309 on Aug 10, 2011 12:31 PM EDT up reply actions  

Ellsbury has almost as many career sac bunts as sac flies

13 SH
14 SF

I gotta go 'cause I'm probably definitely gonna nod out again.

by Drugs Delaney on Aug 10, 2011 5:45 PM EDT up reply actions  

I concur with cds7c's take on this.

I didn’t like Crawford’s bunt – for all the reason’s stated. I would give that if CC’s intention was to bunt for a hit (it was a pretty good situation to try since a 3-0 bunt is not exactly expected) then I have less problem with that intent but then the execution was bad since he didn’t drag or push it well enough to get the hit.

In the case of Ellsebury’s, I agree with Drugs and also would point out that the situation was ripe – you could see the defense was setup to play Ells to pull – Jeter was shaded towards 2nd. So that immediately boosted the chance of successful sacrifice significantly on a bunt to the left side since the 3B would come in to play the bunt. If Ells had actually pushed it further away from the mound, forcing the third baseman to actually field it, the odds of him legging it out as a hit were actually pretty good.

Also, the fact of Ellsbury’s speed affects the amount of time the fielder (Mo) has to even consider going to 3rd. The urgency to decide quickly increases the odds of the fielder having to take the sure out – again, this small thing increases the odds of successful sacrifice.

Given all these sorts of factors the real ‘chance of successful sacrifice’ was probably closer to 75-80% than 70%.

NBA Officiating - Corrupt? Incompetent? Which is worse? Does it matter? It sucks.

by mmmmm on Aug 11, 2011 12:42 AM EDT up reply actions  

should read '3-1 bunt is not ...' up at the top there.

and btw – great article, Toe Nash!

NBA Officiating - Corrupt? Incompetent? Which is worse? Does it matter? It sucks.

by mmmmm on Aug 11, 2011 12:45 AM EDT up reply actions  

Nice post

We’re going to have rename the recommended fanposts section the “Toe Nash” section.

There are two things that might fiddle with the numbers that I can see. One is that with Ellsbury batting, he might make a productive out and advance the runner to third anyway, which would actually add to the utility of him not bunting.

The other is that if the bunt failed and Ellsbury grounded into a fielder’s choice that got the runner at 3rd, he would almost certainly be running to attempt to get to 2nd, so that opens up a whole new can of probability worms.

by Sologub on Aug 10, 2011 2:30 PM EDT reply actions  

I think situationally

I liked the first bunt (need one to tie in the bottom of the ninth at home) and didn’t like the second – 7th inning on the road…
Also consider the next few hitters – Pedroia and Gonzalez vs. the bottom of the lineup…

by CelticPride on Aug 10, 2011 9:02 PM EDT reply actions  

Crawford's bunt was terrible

If you have two runners on base already, and a pitcher has started the AB with 3 balls, you should no longer presume you’re facing a replacement-level pitcher. Instead, you are facing a pitcher in a weaker state. The value you get (2nd and 3rd with 1 out instead of 1st and 2nd with 0 outs) is marginal, and arguably negative.

I felt Ellsbury’s bunt was reasonable since Rivera is such a tough pitcher to get hits against. But I also would have approved of letting Ellsbury hit away, given that Ellsbury is one of the hottest hitters in the AL. The strategy ultimately taken (trading 2 outs for 1 run) is, for the most part, one I strongly disapprove of. But down one run against Mariano Rivera, I think it’s tolerable.

by RickD on Aug 13, 2011 9:33 PM EDT reply actions  

One run down on Mariano Rivera in the bottom of the 9th no less.

"We are not normal, We are Legends. People will tell their kids about us." - Deon Butler before Ohio State Game 2008.

by Rogue Nine on Aug 14, 2011 12:34 PM EDT up reply actions  

Bottom of the 8th, or 10th.

"We are not normal, We are Legends. People will tell their kids about us." - Deon Butler before Ohio State Game 2008.

by Rogue Nine on Aug 14, 2011 2:08 PM EDT up reply actions  

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