Dakota Hudson, Groundball Enthusiast

© Jeff Curry-USA TODAY Sports

Dakota Hudson shouldn’t be this good. It’s hard to analyze baseball, and pitchers are good for all sorts of difficult-to-comprehend reasons, but look at his numbers. It shouldn’t work. His career strikeout rate is a lackluster 17.2%. He walks more than 10% of the batters he faces. Either of those numbers would be alarming; both together is a recipe for trouble.

Naturally, Hudson is off to another roaring start. His 3.29 ERA is actually worse than his career mark, and it’s still 17% better than league average in this low-scoring year. He’s outperforming every available peripheral by miles – just like he always has. Three-hundred-and-fifteen innings into his major league career, his stat line will make you question what you know about ERA estimators. His FIP is a so-so 4.56. It’s not some home run rate fluke, either; his xFIP is exactly the same. SIERA clocks him at 4.96. xERA, the Statcast version of an ERA estimator, is right in line with everything else at 4.55. And yeah… his career ERA is 3.17. So let’s investigate what the heck is going on.

Let’s start in the obvious place: BABIP. If you find a pitcher who’s allowing far more or far fewer runs than expected, how he does on balls in play is a likely culprit. Lo and behold, Hudson has a career .258 BABIP allowed, and a .259 mark this year. We solved it! Except, I have one relevant variable to add. Hudson pitches for the Cardinals:

BABIP by Batted Ball Type
Type Hudson STL MLB
GB .209 .216 .241
LD .659 .616 .620
FB .078 .086 .098

That’s batted ball data for the last two years, and it’s safe to say that the Cardinals are making Hudson look good out there. They have the best infield defense in baseball, full stop. Over the last two years, they’re 38 outs above average (the equivalent of 29 runs) on the infield, the best mark in the game. Hudson himself has benefited from four extra outs of infield defense this year per Baseball Savant. If you have a good defense, you should use it, and Hudson does exactly that. He’s not quite Framber Valdez, but he’s fifth among pitchers with 50 or more innings pitched in groundball rate, and second only to Valdez for groundball rate by a starter since his 2018 debut.

Okay, so we’ve figured out one way that Hudson succeeds: by keeping the ball on the ground and letting his team do the work. There’s more to that skill, as well. Across the majors, teams have converted 30.9% of their double play opportunities – grounders hit with less than two outs and a runner on first. Hudson clocks in at a cool 40.6%, with the Cardinals as a whole right around league average. But more importantly, he gives himself more bites at the apple by getting grounders all the time with a runner on first.

Do you know how valuable a double play is? I ran the numbers. So far this year, teams have scored an average of 0.9 runs in an inning when they send a batter to the plate with a man on first and no one out. That excludes the last inning of the game, so that walk-offs don’t impact the total.

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Getting one out on a groundball is nice – with a runner on first and one out, teams have only scored 0.53 runs. Turn a double play, though, and you’re living large. With no one on and two outs, teams have scored only 0.09 runs per inning this year. And since a double play is a real possibility when you coax the batter into a grounder, just getting that grounder does a lot of work. When the batter hits a grounder with a runner on first and no one out, batting teams have scored 0.76 runs in the inning.

Here’s a table of how many runs are saved, on average, by getting a grounder in every base/out state in 2022:

Scoring by Base/Out State, 2022
Runners Outs RE Grounder RE Difference
0 0.49 0.45 -0.04
1– 0 0.90 0.76 -0.14
12- 0 1.52 1.41 -0.11
123 0 2.46 2.23 -0.23
1-3 0 1.79 1.89 0.10
-2- 0 1.17 1.09 -0.08
-23 0 1.92 1.97 0.05
–3 0 1.18 1.29 0.11
1 0.26 0.21 -0.05
1– 1 0.53 0.41 -0.12
12- 1 0.95 0.71 -0.24
123 1 1.57 1.20 -0.37
1-3 1 1.20 1.15 -0.05
-2- 1 0.71 0.63 -0.08
-23 1 1.42 1.60 0.18
–3 1 0.94 0.99 0.05
2 0.09 0.05 -0.04
1– 2 0.20 0.14 -0.06
12- 2 0.47 0.29 -0.18
123 2 0.82 0.63 -0.19
1-3 2 0.50 0.44 -0.06
-2- 2 0.32 0.27 -0.05
-23 2 0.58 0.51 -0.07
–3 2 0.38 0.24 -0.14

That’s a big table, but I highlighted the situations where a grounder is best. If you’re a worm-burner on the mound, you’ll be better than average in those situations, because your batted ball mix will have a ton of double plays – most of the best situations for grounders involve a runner on first and less than two outs.

In those situations, Hudson ups his grounder-heavy game even further. He’s induced grounders on 44% of such plate appearances this year, and 42.5% for his career. League-wide, pitchers coax grounders in only 31% of such situations. Hudson has already had this general setup – runner on first, less than two outs – 59 times this year. That’s an extra six grounders, an extra six chances to turn a bad spot into an inning-swinging defensive gem.

There’s more good news, too, depending on your definition of good. Hudson’s biggest weakness is his elevated walk rate. Walking a batter guarantees a runner on first base, naturally. That means that Hudson’s biggest weakness gives his greatest strength – all those grounders – more chances to shine.

Is it enough to keep his ERA so sterling while he struggles to get free outs via a strikeout? Nope! Even if you give the Cardinals defense maximum credit for extra outs and Hudson maximum credit for inducing double plays, that only accounts for roughly a third of the gap between his actual run prevention numbers and his ERA estimators. But that’s a big tailwind anyway – take a pitcher with otherwise league-average peripherals and spot them Hudson’s groundball rate with runners on and an excellent defense, and they’d allow four to five runs fewer than a completely average pitcher in a full season. That adds up – save four runs here and four runs there, and pretty soon you’re talking about a playoff berth.

Hudson mixes his pitches to maximize this effect. He throws 41.4% sinkers overall – and more than 50% sinkers when there’s a runner on first and less than two outs. That’s not a great way to strike people out – Hudson’s sinker almost never misses bats, and rarely generates bad swings – but it’s just what the doctor ordered if you’re going for a grounder rather than a strikeout. The pitch boasts a 63.4% groundball rate, and you basically can’t hit it for a home run; he’s thrown 2,339 sinkers in the majors, and 14 have turned into homers.

Will Dakota Hudson keep beating the odds, preventing runs at a premium rate despite uninspiring raw numbers? I don’t think so. But I do think he’ll continue to do better than his FIP implies. For the Cardinals, and for Hudson, walks just aren’t as bad as you’d think. They might set you up to do the one thing you’re best at.





Ben is a writer at FanGraphs. He can be found on Bluesky @benclemens.

12 Comments
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Mahoney
4 years ago

It’s amazing, but with runners on first base only, not only does Hudson’s GB% go up, but also his % hit hard and % hit up the middle. To top it off, his walk rate goes on the decline. In his career, over 254 PA, he has induced 40 double plays with a runner on first and less than 2 out, or 15.4% of these situations. Albert Pujols has had a 14.6% GIDP rate in these situations in his career, so Hudson is basically getting the average hitter to get doubled up at a higher rate than the all-time GIDP king.

One more thing, with runners in scoring position, Hudson walks more batters than he strikes out, but induces weak contact to the tune of a career .214 BABIP (314 PA). While the Cards’ defense certainly deserves a ton of credit, I’d also have to bet that he and Molina have put together a very well-thought out game plan for approaching hitters differently in different base/out situations.

sadtromboneMember since 2020
4 years ago

I do think that most ERA estimators have trouble with pitchers that have very high ground ball rates but…yeah, if your K rate is 4.9/9 and your walk rate is 3.7/9 and your ERA is 3.3…you’re lucky. The question is how lucky. Framber Valdez doesn’t usually outperform his FIP or xERA or SIERA by that much. Neither did Derek Lowe, or Brandon Webb, or Chien-Ming Wang, or Dallas Keuchel, or Marcus Stroman, or Tim Hudson, or Tom Glavine, or Brett Anderson…the list just goes on and on. Not a single starter from 2002-2019 has a career mark of outperforming FIP by as much as Hudson is right now. Some had years like it, but they didn’t sustain it.

From 2002-2019 (I start at 2002 because that is when FG starts reporting GB% and HR/FB rates, and I don’t want 2020 in there) I was able to pull up a list of people who outperform their FIP by a lot. FWIW, Dakota Hudson’s 2019 is #3 on this list, but back then he was striking out 7 per 9 and walking 4.4 per nine. Which isn’t great, but is feasible, especially with those ground ball rates. In 2019, that was a bit weird and he probably got lucky but it wasn’t quite so glaringly obvious. There are lots of guys who outperform their FIP in a single year with peripherals vaguely like that.

If you want guys who are dramatically outperforming their FIP, but also striking out guys in the 4-6 K range and whose walk rates only lag their K rates by 1.5 or less, you get a pretty exclusive list. Jeremy Hellickson (2011, 35% GB rate), Damian Moss (2002, 2003, 43% GB rate), Andrew Cashner (2017, 48.6% GB rate), Matt Chico (2007, 33.4% GB rate), Garrett Stephenson (2003, 31.2% GB rate), Jason Marquis (2005, 51.3% GB rate), Steve Trachsel (2004, 43% GB rate), Trevor Cahill (2009, 56% GB rate), and Greg Smith (2008, 34.2% GB rate).

A couple of things that I think are worth noting here. First, most obviously, there are a huge number of guys with pretty low ground ball rates. And second, a lot of the pitchers played for Oakland when they had those years (Smith, Moss, Cahill) or for St. Louis between 2002 and 2005 (Marquis, Stephenson). As it so happens, the Cardinals moved out of a big, multi-purpose stadium after 2005 and into their new stadium in 2006. And even more curiously, Matt Chico’s 2007 took place at RFK stadium (they only played 3 years there in total), which was originally designed for football as well. I can’t get dimensions on St. Louis’s old stadium and RFK but if it’s anything like the Coliseum, it has enormous foul territory that other stadiums don’t have.

This is something kind of interesting–it seems like it might be a lot easier to outperform your peripherals if you’re in a dual-purpose stadium with huge foul territory. But aside from Oakland, that doesn’t exist anymore. Which kind of explains why you would occasionally have successful pitchers who didn’t have overpowering peripherals before, but not anymore. And also, what Dakota Hudson is doing is unsustainable.

Last edited 4 years ago by sadtrombone
sadtromboneMember since 2020
4 years ago
Reply to  sadtrombone

I just looked up the other ones–Steve Trachsel in 2004 pitched in Shea Stadium, another multi-purpose stadium. I think that Cashner and Hellickson are the only players who are on this list and played in a stadium designed for baseball.

Mahoney
4 years ago
Reply to  sadtrombone

I agree that what Hudson’s doing is unsustainable. However, it might not be unsustainable strictly because of luck, but possibly because the “secret sauce” he’s using to succeed without swing-and-miss stuff is probably unsustainable. Here’s my uninformed theory:

Hudson’s secondary pitches, though decent enough individually, don’t appear to have a ton of separation among them that would lead to a high whiff rate. But if you can command each of them well enough, and keep away from the middle-middle of the plate, you can mix these up enough to just work the zone with the intent of inducing weak contact (I can’t believe I just wrote about a pitch-to-contact approach as a real thing :)). Between the cutter, slider, and change, he has enough variety to work the hitters without having to show his sinker too much. This would enable him to save the sinker for the GIDP-ready situations, where you’re less focused on overall weak contact but want to work towards medium-EV grounders.

So the Dakota Hudson Pitch-to-Contact blueprint might look something like this:

Nobody on – throw a mix of strikes, maybe get aggressive with 2 strikes for a punchout pitch, since you’re a bit less worried about getting weak contact.

GIDP situation – pound the zone, try to get the hitter to bite on a sinker.

Runners in scoring position – throw a mix of pitches but nibble a bit more, especially with first base open.

There are three reasons why a pitcher who’s succeeding with this approach might not sustain a large gap between their FIP and runs allowed:

1) You need for your sinker to be good enough to induce grounders at a super high rate, not only when it’s low in the zone but also when it’s in the upper half. Otherwise hitters will make the typical adjustments in GIDP situations and your GIDP rate reverts to average

2) Your secondary pitches need to work together to induce weak contact – this would require consistency in release point, command/tunnelling, etc., which are not easy to sustain.

3) You may end up developing or enhancing something in your repertoire that allows you to induce a better CSW%. That would turn some of the weakly-hit balls with two strikes into actual strikeouts, reducing FIP to a greater extent than you reduce runs allowed.

So while I have to believe Hudson has had some luck in run prevention, even above what’s provided by his defense, I think he’s more likely to “revert” to being a league-average starter than a below-average one.

Lanidrac
4 years ago
Reply to  Mahoney

Well, #1 is no problem for Hudson, and #3 would make Hudson an even better pitcher, so only reason #2 is a legitimate reason why Hudson might revert.

Last edited 4 years ago by Lanidrac
Mahoney
4 years ago
Reply to  Lanidrac

To clarify, I was talking about the gap between his 109 career FIP- and his 77 career ERA-. For example #3, he’d be swapping out Ks in place of outs on balls in play, so this scenario might drop his FIP- down to say 97 while keeping a 77 career ERA- (so a smaller gap between the two).

#1 is no problem for Hudson right now, but there is still some risk that his sinker loses effectiveness in the future. Agree this is a small risk, and watching some video of him it’s clear that his sinker can be effective anywhere in the zone (doesn’t “flatten out” if he spots it at the top of the zone to steal a strike or a GB from a hitter trying to not GIDP). So #2 is probably more of a driver, because it’s a high-maintenance skillset and approach.

Lanidrac
4 years ago
Reply to  sadtrombone

Actually, the dimensions of Busch II when it was replaced (330, 372, 402, 372, 330) were very similar to the dimensions at Busch III (336, 375, 400, 375, 335), as the fences were moved in prior to the 1992 season. (It also switched back to natural grass prior to the 1996 season.)

You are correct that it had more foul territory, though.

Last edited 4 years ago by Lanidrac
sadtromboneMember since 2020
4 years ago
Reply to  Lanidrac

Yeah, that’s the issue–what did the foul territory look like? If it had Oakland-sized foul territory then I think we have an answer about what’s going on with these numbers.

Lanidrac
4 years ago

Hudson also has a skill of posting sparkling HR/9 rates (mostly due to all those grounders again despite the lack of Ks), although that still doesn’t help explain the differences between his ERAs and FIPs.

Still, however he’s doing it, it’s clearly a repeatable skill by this point.

Last edited 4 years ago by Lanidrac
Niels-Henning Orsted Joc Pederson
4 years ago

2017, Hudson outperforms his FIP by 1.11 in Double-A.
2018, Hudson outperforms his FIP by 1.04 in Triple-A.
2018, Hudson outperforms his FIP by 1.23 in MLB.
2019, Hudson outperforms his FIP by 1.58 in MLB.
2020, Hudson outperforms his FIP by 1.73 in MLB.
2021, injured.
2022, Hudson outperforming his FIP by 0.92 in MLB. And THAT’S supposed to be “unsustainable”? Stop overthinking it, guys.

Mahoney
4 years ago

The 0.92 is just such an outlier (let alone his 1.39 career gap) that it doesn’t seem predictive. Mariano Rivera, who threw the best contact-quality-killer pitch in history, had a gap of 0.55 for his career. Knuckleballers also tend to outperform their FIP, but the biggest gap I can see among them is R.A. Dickey at 0.37

The one guy that best profiles the way the Hudson can sustain beating his FIP is probably Tom Glavine. Good mix of pitches, poor K-BB% but exceptionally good at keeping the ball in the park. Glavine’s career ERA beat his FIP by 0.41…which coincidentally is right in line with Hudson’s 3-year ZiPS projections. So, by the tried and true “belt-and-suspenders” method, I’d estimate that Hudson’s true skill level at beating his FIP is about 0.40.

bernardgilkeyhasaposseMember since 2019
4 years ago

(clap clap, clap clap)

De-vil Ma-gic!

(clap clap, clap clap)