Enrique Hernandez worked hard for first base in the seventh inning in San Diego on Tuesday. Though there were two outs and nobody on, and although the Dodgers led 3-0, and although Hernandez was facing Kevin Quackenbush (a right-handed reliever, which is usually enough to neutralize Hernandez), and although Hernandez was just coming off the bench to take a low-leverage plate appearance in the pitcher’s spot, he hung in there. He fell behind 0-2, but then took a pair of tough pitches, fouled off a good fastball on the outside corner, fouled off a good curveball that ended up just below his knees. On a 2-2 count and the seventh pitch of the plate appearance, Quackenbush left a fastball over the middle of the plate (though it was above Hernandez’s letters), and Hernandez hit it hard. Specifically, he hit it 102.8 miles per hour, according to Baseball Savant. Unfortunately, it was right at shortstop Alexei Ramirez. Ramirez gathered in the sizzling topspin grounder, set himself… and threw low to first base. Wil Myers couldn’t pick the short hop, and Hernandez had his base.

Of course, Hernandez won’t get credit for that anywhere. The play was a textbook throwing error, and it was called that way, so despite his tough at-bat and very hard contact, Hernandez got an 0-for-1 on the night.

Why isn’t the error dead by now? We’re out of good reasons. No longer is there any sense in using the statistic. Where once we might have needed the subjective calibration of the record on the part of an official scorer, we now have hard data on the majority of batted balls across the league. Even if it’s ultimately a defender’s bad throw or rock-hard hands that leads to a batter reaching base, we ought to acknowledge that hitting the ball hard (indeed, putting it in play at all) applied pressure and created an opportunity to profit from the defense’s suboptimal response to that pressure.

Using the Baseball Savant PITCHf/x search, I looked at all regular-season games from July 1, 2015 through Friday night, seeking groundballs hit between 102 and 103 miles per hour, by right-handed batters, with the bases empty. (Handedness matters, both because of the different ways shifts can affect left- and right-handed hitters, and because of where grounders are likely to be hit by batters of each type. Baserunner context matters, too. The same ball hit with runners on base is a different proposition, both more likely to get through the infield (because of the way defenses must align themselves with runners on) and much more costly if it doesn’t, since it might well be a double play in that situation. It’s better to just wash those differences out of the sample we’re examining.) I found 413 such batted balls, and here’s how they broke down:

· 147 singles

· 18 doubles

· 1 triple

· 1 fan interference (essentially, a double)

· 9 reaches on error

· 237 groundouts

In other words, if you take the traditional tack to scoring these batted balls, batters hit .404 when they made similar contact to what Hernandez did on Tuesday night. If you count errors as hits, that number rises to .426. Either figure is telling, since (depending on which data set you use) the league hit between .236 and .245 on all groundballs last year. Not all groundballs of similar speed are created equal, in terms of placement, in terms of trajectory, or in terms of spin, but this is a substantial sampling of balls hit about as hard as Hernandez’s was, and it suggests that he gave himself a 40-odd percent chance of reaching base by making the contact he made. In that light, doesn’t it seem strange to strip away credit simply because the way he reached base wasn’t the way many of the others who hit similar balls reached base?

There’s a problem with this logic. The implied suggestion, that Hernandez ought to have been given a hit, isn’t a perfect use of this data, either. In fact, it’s a downright unfair use of the data. It might be worse than the alternative. After all, if Hernandez hitting the ball the way he did gave him less than half a hit’s worth of a chance to reach base, giving him no credit for the plate appearance is a closer approximation of the right apportionment than is giving him full credit for a hit. No, what we need to do is to start giving partial credit for hits on all batted balls. This is the future—defense- and luck-adjusted offensive stats. Every batter who hits a ball the way Hernandez did gets 42 percent of a hit. Every left-handed batter who hits a fly ball to right field at between 100 and 101 miles per hour gets 66 percent of a hit. And obviously, there will be adjustments to the way we put batted balls into bins, by location, by launch angle, and there will be corrections for ballpark and weather, and instead of simply crediting batters with fractions of a hit, we’ll credit them with fractions of weighted runs created according to the matrix of possible outcomes suggested by their hits.

Yes, it’s a ways off. We’re not ready to rely on the samples we have to set baseline expectations for various types of batted balls. We’re not yet able to tell whether certain types of hitters have certain similar characteristics to their batted balls that make them better bellwethers for one another than for others. There’s still so much about batted-ball data collected via Statcast that we can’t, and don’t, know. I guess what I’m saying is, until the glorious future comes and we’re free from the tyranny of outcomes and can just judge batters’ and pitchers’ and fielders’ processes, can we please, pretty please, get rid of the damn error? Because it’s a relic of another time, and the data we do know how to use and process makes it look cruel and senseless, and we have enough cruel, senseless relics of another time roaming the Earth right now, you know?

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The error is fine, it exists to measure the impact of the fielder and has impacts on the batter, but only on batter statistics that are also relics of the past you presumably disapprove of like batting average.

What we really need to do is stop confusing statistics that measure what "should" have happened, with what "did" happen. The former are getting much, much better and maybe should have partial hits or whatever. They also clearly are better predictors of future behavior and typically are better measurements of performance.

The statistics above shouldn't intersect or be confused with statistics that measure what actually happened. What actually happened is Hernandez hit a ball that an average fielder should have converted into an out. He didn't deserve a Hit, another relic we should probably cluck in disapproval about, he probably does deserve 40% of a "Hit-It-Really-Hard" per your analysis above.
"Not all groundballs of similar speed are created equal, in terms of placement, in terms of trajectory, or in terms of spin, ... doesn’t it seem strange to strip away credit simply because the way he reached base wasn’t the way many of the others who hit similar balls reached base?"

This is ridiculous logic.

By this rationale two people who hit line drives one directly at someone that is caught and another three feet to his left that goes to LF should somehow be scored equally.

The above poster has it exactly right

"What we really need to do is stop confusing statistics that measure what "should" have happened, with what "did" happen."
Treat base-on-error the same as a walk for computing OBP and related stats.

Haven't looked at the data, but I presume that better hitters/runners also get more BOEs.
Did you see Marcus Semien play shortstop last year? We still need the error.
I tend to agree with the sentiments in these comments. I'd be OK killing the sac fly though. Why is that not an AB? It counts as a PA, so it lowers OBP, just not AVG. I'm confused.
The fantasy fanatic in me says give him 40% of a hit (especially since he is my MI in an NL-only league). The mathematician in me says no hit...since he will most likely get 4 hits if he hit 10 balls just like that one, so why not count that particular AB as one of his 6 outs? The baseball fan in me says "good AB"....and is confident that people smarter than me have already figured out a way to quantify that. The logician in me says that what Alexi Ramirez does on the fielding end of a well hit GB ground ball of it shouldn't influence how the AB is scored, one way or another....which is kinda how try to do it now. So, I don't think you have presented a very strong argument that Kiki's AB should be scored differently, but I do think you have raised a good question of what stats we should be paying most attention to.
Last year while watching a game, my baseball-illiterate, hockey-player roommates asked about errors. I started to explain and defend it, but only managed the former.

Their argument was essentially: "he hit the ball, and then he got on base, so he did his job."

Growing up with the sport, the stat and its subjectivity are just a given. But when I tried to come up with a sports analogy or rational non-kneejerk defense, I had nothing.

I'm not sure the suggestion outlined here is the correction that should be deployed in the end (perhaps incorporated into a separate non-outcome based stat), but it gets the wheels turning, and that's a valuable column in and of itself.
I'm not getting why you are singling out the error with your example and your logic. The same can be said for the same ground ball that is turned into an out or is a hit - that it could/should be assigned a value of .42 hits (or whatever the average value of that batted ball is).

And, as you allude to, using batted ball values for hitters would be a mistake, as hitters face different fielding configurations. You would have to have a lot of custom batted ball values and use one to fit the profile of the hitter. For example a hard hit ground ball to the hole between 1st and second might have an average hit value of .75, but if a LH hitter is shifted on all the time, then it would be unfair to give him a .75 hit value every time he hits a ball there at that speed.
Paul Racco
This commentary is purely from the perspective of the error's impact on offensive statistics. The author should also acknowledge and work into their argument how the error is also an (old) way of measuring defensive proficiency.

I really like GRASUL's comment, "What we really need to do is stop confusing statistics that measure what "should" have happened, with what "did" happen"