Take John Smoltz Seriously, Not Literally

Charlie Morton
Jeff Curry-USA TODAY Sports

In the top of the fourth inning of Saturday’s Braves-Cardinals tilt, Atlanta struck for four runs, breaking a scoreless tie and setting the team up in an enviable position. Leading off the bottom of the inning, St. Louis’ Tyler O’Neill walked on four straight pitches against Charlie Morton. That walk cost the Braves; two batters later, Andrew Knizner popped a two-run homer that brought the Cardinals within two runs.

On the broadcast, John Smoltz was livid even before the home run. “The last thing you want to do is walk the leadoff hitter after the team gave you four runs…. You don’t care if he hits a 3–1 pitch for a homer. Just don’t walk him.” He said that even before O’Neill walked, and emphasized the point throughout the inning.

Aaron Goldsmith, handling play-by-play, asked Smoltz to elaborate. “You’re not being facetious, you actually mean that? You’d rather have a run on the board than a runner at first base?” Smoltz stuck to his guns, said he preferred the homer to the walk, and that was that.

Here’s a bit of an upset: I understood what Smoltz was talking about. In fact, I think that if you give him a little leeway, he might have a point. Sure, it’s fun to point at a statement like that and laugh. It’s absurd on its face. The worst-case outcome of a walk is a run scoring. The only outcome of a solo home run is a run scoring. There’s just no way a rational observer could come to any other conclusion.

That said: I don’t think that’s what Smoltz meant. Consider this: no major league pitcher has ever thrown a pitch that they knew with certainty would turn into a home run when it left their hand. That’s just not how baseball works. Position players lob plenty of objectively terrible pitchers that don’t leave the yard every time they handle mop-up duty. The meatiest meatball Morton could throw is far from a certain home run. If we think a little more about process, and a little less about outcomes, this silly debate takes on new light.

Think of this statement: “The last thing you want to do is take an approach that makes it likely you’ll walk the leadoff hitter after the team gave you four runs. You don’t care if your strike-throwing approach makes him more likely to hit a homer. Just don’t pitch in a way that makes it likely you’ll walk him.”

That’s pretty close to what Smoltz said, at least if you adjust for the fact that human beings are awful at discussing probabilistic outcomes. Pitchers don’t have exclusive control over whether the batter at the plate hits a home run. They don’t have exclusive control over whether the batter walks, either.

If we think about what a pitcher controls in a given plate appearance rather than the eventual result of that appearance, we can give Smoltz’s statement the earnest scrutiny it deserves, because what a Hall of Fame pitcher thinks about the proper way to attack an opposing team is worth evaluating. I’m going to evaluate the win expectancy of pitching to contact as compared to pitching “regularly” to lead off an inning, and we’ll see whether the concept — if not the literal words — makes sense.

What does pitching to avoid a walk mean? I’ve looked into the math of 3–0 counts before, and I can tell you that pitchers throw the ball in the strike zone roughly 61% of the time in them. I can also tell you that when pitchers still batted, they saw strikes on 68% of 3–0 pitches. That appears to be the high end of pitchers’ ability to throw strikes, but let’s go even farther and call it 75%. After all, if you reach 3–0 with a pitcher in the batter’s box, you might not be at your strike-throwing best at the moment.

Okay, so there’s your walk-avoiding strategy: jam the strike zone full of pitches like your opponent isn’t even standing there. Let’s say, for the sake of argument, that Smoltz was advocating for switching to that mode the second Morton got behind in the count 1–0. If Morton got ahead in the count, sure, fine, go for a strikeout. But behind in the count? All fastballs, all pipe shots, all the time; you could theoretically still walk somebody pitching this way, but it would be phenomenally unlikely.

If you don’t feel like reading the nitty gritty of the math, don’t worry: while it’s worth showing, it’s not of outsize importance in this case. If you’d like to skip it, you can just search this article for the word “rigamarole” and avoid it all entirely. That said, you could always stick around for it if you’d like, because I sure enjoyed figuring it out.

In fact, we can do the math on this fairly easily. Assuming independent and identically distributed pitches, the odds of missing the zone (a 25% shot) three times in a row are a piddling 1.5%. That’s not the only way you can walk someone, but it’s one of the most likely ways. Let’s make a few assumptions to handle the other cases.

Given that our strategy is essentially to throw the ball right down the middle, I took the major league average swing rate on pitches over the heart of the plate in each count, as well as the rate at which they turned into balls in play. That looks like so:

Outcome Rates by Count
Count Ball Strike In Play
1-0 25% 53% 22%
1-1 25% 47% 28%
1-2 25% 42% 33%
2-0 25% 52% 23%
2-1 25% 46% 29%
2-2 25% 42% 33%
3-0 25% 69% 6%
3-1 25% 47% 28%
3-2 25% 41% 34%

I ran through the math, and by my (admittedly rough) numbers, this works out to a 5.5% walk rate after starting behind in the count 1–0. The overall rate across the league is 15.6% after 1–0 counts with the bases empty. In other words, our hypothetical pitcher is following through on Smoltz’s plan, limiting walks above all else.

What does the no-walk plan cost when it comes to hard contact? We can make an approximation there as well. To limit walks, you need to throw the ball right down the middle. Hitters, naturally, do more damage when they connect on meatballs like that, particularly when they’re fastballs. Want the numbers? Batters are hitting .350 with a .622 slugging percentage when they unload on middle-middle fastballs while ahead in the count, which is a close approximation for the situation at hand. They’re hitting homers on 6.3% of their batted balls, as compared to 4.1% of batted balls overall.

Here’s an outcome matrix for the control case in this study. In other words, it’s what the league as a whole does in 1–0 situations with the bases empty in aggregate. One quick note: I’ve folded HBPs into walks to make the line items cleaner:

Results After 1-0, Bases Empty
Approach K% BB% 1B% 2B% 3B% HR% Other Out%
1-0, Bases Empty 19.1% 15.6% 13.3% 4.3% 0.4% 3.0% 44.2%

With that in tow, we can make an easy comparison to the Smoltz plan: forcing the hitter to put the ball in play by throwing fastballs down the middle. That .350 batting average and .622 slugging percentage is impressive, and when you split it out into the individual outcomes, you can see that singles, doubles, and home runs all become more likely when batters are teeing off on pitches to hit:

Results After 1-0, Bases Empty
Approach K% BB% 1B% 2B% 3B% HR% Other Out%
1-0, Bases Empty 19.1% 15.6% 13.3% 4.3% 0.4% 3.0% 44.2%
1-0, Smoltz Plan 10.0% 5.5% 17.5% 6.0% 0.4% 5.3% 55.3%

That 10% strikeout number is approximated from the zone and swing data above, and there’s definitely room for it to be higher or lower. We’re squarely into the realm of theory at this point anyway. But you can plug each of those possible outcomes into our WPA Inquirer, add them up, and get at least a generic result.

The result in question: if Morton had pitched completely normally after reaching a 1–0 count (which he did), the Braves stood to win the game 85.86% of the time. If Morton instead went full meatball, the Braves stood to win the game 85.85% of the time.

That’s such a small difference that I’m comfortable saying it’s immaterial. You could imagine other versions of the “Smoltz plan,” though, that work better. If Morton had switched from a regular approach to only pipe-shot fastballs in a 2–0 count, he might see better results. There, batters walk 28.5% of the time with the bases empty across all situations. By accepting loud contact in exchange for walks, Morton could have slashed that expected walk rate to roughly 18%. The new grid looks like this:

Results After 2-0, Bases Empty
Approach K% BB% 1B% 2B% 3B% HR% Other Out%
2-0, Bases Empty 14.8% 28.5% 11.7% 3.6% 0.3% 3.0% 38.0%
2-0, Smoltz Plan 8.0% 18% 15.3% 5.3% 0.4% 4.7% 48.4%

Now, switching to the maximally aggressive strike-throwing option actually improves Atlanta’s odds of winning the game, from 85.3% to 85.4%. Again, that’s close enough that I’d call the two equivalent, particularly given the amount of approximating I’ve done, but you can see where Smoltz was coming from.

After all that rigamarole, the numbers hardly seem to matter. Should you go all out to throw strikes? Should you pitch normally, ignoring the score? Neither affects the outcome of the game overly much. But it’s clear that there are some situations — up a lot of runs, with not many outs left in the game, and in hitters’ counts — where “pitching to contact” makes sense.

In fact, what Smoltz said is just a slightly different packaging of wisdom that I think we’d all agree with. Home runs can happen to any pitcher, with any batter at the plate. Heck, David Fletcher has two of them this year. It’s not hard to imagine there are situations where making a batter more likely to hit a home run — by challenging him, basically — is just the cost of doing business. If you really want to avoid baserunners, sometimes you’re going to give up a few extra homers. It doesn’t mean you want to give up the home runs — rather that the extra outs you’re getting by avoiding walks are worth the cost.

So, should you actually prefer to give up a home run to a walk? I mean, no. Of course you shouldn’t. I guarantee you that if someone went up to Smoltz when he was on the mound and told him that the batter he was facing was going to be awarded either a home run or a walk without Smoltz throwing a single pitch, he’d pick the walk. That’s not rocket science. But he might be more upset with himself after surrendering a walk, because that’s largely in his control, than after giving up a home run that he knew was always a possibility. Changing your pitching style to limit the odds of letting a runner reach base without the chance of making an out, when you’re pitching with a lead? I’m not saying the math supports it, but there’s a discussion to be had there, so long as you take Smoltz seriously rather than literally.





Ben is a writer at FanGraphs. He can be found on Twitter @_Ben_Clemens.

83 Comments
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Homegrown Tomatoesmember
1 year ago

Ben Clemens hits the nail on the head.
How about Smoltz’s idea to have a stat for productive outs?
(that can’t just be his idea, or?)

EonADS
1 year ago

I feel like John Smoltz is intelligent enough to understand statistics, he just sucks at communicating. He knows what he means, it’s just that nobody else does because no one has any clue what he actually means.

EDIT: …this looks like I wrote it while half-asleep. Which I did, honestly. What I mean is, Smoltz knows what he means in his own head, but nobody understands his points because he communicates poorly.

Last edited 1 year ago by EonADS
Alex Krieger
1 year ago
Reply to  EonADS

Your initial description of John Smoltz is basically how John Smoltz would describe the concept of John Smoltz!

Lanidrac
1 year ago
Reply to  Alex Krieger

…or how Yogi Berra would describe it.

Nick Smithmember
1 year ago

The annual Bill James Handbooks list productive outs by team and individual player.

Charles Baltermember
1 year ago
Reply to  Nick Smith

When did he start doing that? Is this available online?

Nick Smithmember
1 year ago
Reply to  Charles Balter

I’m not sure when he started, but I have physical handbooks going back to the 2016 season’s data.
As for on-line, I checked but I’m not finding much. His site, Bill James Online, isn’t great as a repository of stats, I’m sorry to say.

tz
1 year ago

Here’s the irony about the productive outs concept – whatever formula/algorithm you use to calculate it, you really should give more credit when the “helpful” out comes in a tight game vs. a game that’s a blowout. Because for a team that’s more than a few runs behind, outs are your worst enemy.

Which is most likely the core truth behind what Smoltz was trying to get across.

Homegrown Tomatoesmember
1 year ago
Reply to  tz

good point!

Lanidrac
1 year ago

The issue I have with that is that nobody ever tries to hit into a productive out unless they’re bunting or occasionally trying to hit a fly ball to drive in a run with a sac fly (which is why successful sac bunts and sac flies aren’t counted as at-bats). Otherwise, moving the runner over is merely a consolation prize when you fail to get a hit. It’s also ironically the softer hit ground balls that are more likely to move a runner over while also being the ones less likely to allow you to get a hit.

Sometimes, with the right pitch, a batter may try to hit the ball to the right side of the field to make it easier to move a runner from 2nd to 3rd base, but that’s still only a secondary motive to trying to get a hit to right field and only if they feel they can hit it well to the right side with the particular pitch they get.

Thus, I don’t think there should be any statistical credit given for failing at your primary objective, while the consolation prize of moving a runner over is usually more of a factor of luck than skill, save for managing to put the ball in play rather than striking out in the first place. You might as well just give statistical credit for strikeout rate with runners on base, which shouldn’t be a significant skill difference from overall strikeout rate anyway.

kick me in the GO NATSmember
1 year ago
Reply to  Lanidrac

If guys have out tendencies, those will help fine tune a guy’s true value.

dodgerbleu
1 year ago
Reply to  Lanidrac

The point of standing in the batters box with a piece of nicely lathed wood in your hand is to put it in play. One could argue that the job is to put the ball in play, the objective is to get a hit. I think one could also argue that the only way to fail at your job in this instance is to not put the ball in play.

Maybe we don’t give them credit for intent. However, if in one scenario an out is incurred and the runner doesn’t move over, and in another scenario the runner does move over, probabilities change. The benefit is real. If two player have identical batting lines, but one strikes out 80 times a year and the other strikes out 180, there will be real, measurable differences in the amount of value they provided, how much they contributed to wins. And this difference in value comes simply from one batter failing to do his job completely, and the other batter only failing to do his job partially.

Could be a slippery slope. Should hitters not get credit for full swing bunt-hits? They failed at their objective but ended up on base, credited with a hit. Do we credit them for a hit even though a fielder might’ve made a 10% or 20% probability play?

I could see the need for an advanced view into this to account for the value. But this outcome is not the result of luck or because of the presence of a shift or anything like that. It’s explainable, it’s repeatable, and the value it contributes is measurable. If it’s real, we know it’s real, and we know how to quantify and account for it, why not recognize that value? I’d want to be careful not to penalize someone for having a good foundation or process or approach.

At most jobs, if an employee has a process that means that even when they fail to complete their objective, they have advanced a company initiative or mitigated risk in someway, I would think the employees would want some sort of acknowledgement. Even if that wasn’t their intent, but instead a result of a good process that mitigates downside and provides more margin for error. The company still sees benefits from that value, and if they get said value from employee A but not employee B, and all else is equal, employee A is more valuable every time. Whether it’s on purpose or not, employee A is more valuable because he has a better process, and the company has to recognize that somewhere at some level…

Lanidrac
1 year ago
Reply to  dodgerbleu

I already said that putting the ball in play is a valuable skill, but we already give them statistical credit for that with strikeout stats. Once the ball is put into play, however, the only skill involved is getting a hit, not moving runners over when you fail to do so. There is no additional good process in that case, merely luck! If there’s no extra skill involved, and the value is only secondary to what you truly want, then there’s no point in giving extra credit for it. Merely moving the runner over involves neither intent nor process save for what was already acknowledged in avoiding the strikeout!

Also, yes we do give credit for swinging bunt hits, because yes they did actually fulfill their objective of getting on base irregardless of how lucky it was. The difference there is that it was the primary objective that was achieved through luck rather than a minor consolation prize.

biggestdummymember
1 year ago
Reply to  Lanidrac

Instead of guessing – this could be easily proven/disproven. Are “productive outs” predictable based on past performance? I’d assume left/right batter matters a lot (pulled grounders with a man on 2nd being a common scenario). But if we control for that (and strikeouts), are some lefties consistently better at “moving along the runner”, or is it all just noise?

I would guess that Grounder/Liner/Flyball rates matter a lot on this. As does intent – because some players do seem to swing for different effect in different situations and others seem to swing the same for all situations. But those are guesses. Let’s have someone look at the numbers!