Underthrown Pitches And The Pitchers Who Underthrow Them: Vol. 3 Sliders and Changeups

Welcome back to the third and penultimate installment of Underthrown Pitches and the Pitchers Who Underthrow Them. Over the last several weeks, we’ve identified high performing four-seamers, sinkers, cutters, and curves and the pitchers who should consider throwing them more often. We’ve defined “high performing” based on a Pitch Score that factors an offering’s proclivity towards inducing whiffs, ground balls, and pop-ups. We’ve also defined the degree that a pitch is “underthrown” using a simple measure of pitch score to frequency.

For a more detailed recap of the results and methodology to-date, check out the previous installments linked below.

Vol 1: Four-seamers and Sinkers

Vol 2: Cutters and Curves 

Sliders

Most Underthrown Sliders
Player Num Slider% zWhf/Sw z(GB+PU)/BIP Pitch Score UI
Ariel Miranda 57 4.23% 1.153203845 1.067 2.220 52.46466442
Danny Salazar 65 6.63% 1.392230992 1.507 2.899 43.75753196
Trevor Cahill 67 9.88% 1.657480526 1.727 3.385 34.25085988
Blake Snell 116 14.78% 1.657480526 0.957 2.614 17.69185046
Mike Bolsinger 68 14.50% 0.561183022 1.727 2.288 15.78305347
Adam Conley 87 17.16% -0.023777928 2.718 2.694 15.69860854
Mike Leake 157 11.69% 0.951493173 0.517 1.468 12.55883302
Dallas Keuchel 212 20.56% 1.278264462 1.287 2.565 12.47541408
Noah Syndergaard 87 20.76% 1.198588747 1.177 2.376 11.44082405
Sonny Gray 134 13.60% 1.110844604 0.407 1.517 11.15447838
SOURCE: PITCHf/x

So half of the league’s most underthrown sliders belong to starters currently on the disabled list or toiling away in the minors. Between Danny Salazar (shoulder), Trevor Cahill (shoulder), Dallas Keuchel (neck), Noah Syndergaard (lat), and Blake Snell (minors), we’re missing out some of the league’s very best sliders. But that doesn’t mean there aren’t others worth talking about.

Others, such as Ariel Miranda. Undoubtedly, Seattle’s other lefty has been plagued by too many homers. He’s currently giving up 1.70 dingers per nine innings but that tendency does not necessarily appear due to any bad luck. Rather, he simply gives up a debilitating number of fly balls. In fact, Miranda’s 49.0% fly ball rate is the highest in the league and while the Mariners boast the league’s best outfield defense, it’s a tall order for anyone to catch balls on a trajectory for Safeco’s bullpens. Throwing a few more sliders might rectify that.

Miranda’s slider induces grounders on 50% of balls-in-play. That’s good enough for 37th out of 118 qualifying sliders. However, it’s the combination of grounders and pop-ups that really sets it apart from its peers. Earning a weakly hit pop up on 13% of balls-in-play, Miranda’s slider ranks 15th in terms of contact management. Sure enough, hitters have managed just a handful of singles and a .097 True Average against the pitch, which ranks third among the league’s sliders in a tie with Corey Kluber’s. Nice company to keep.

So given this information, you might be forgiven for thinking Miranda’s pitch is just a really effective weapon for managing and neutralizing quality contact. The thing is, he’s also getting a ton of whiffs with it too. Its 45% swing-and-miss rate ranks 18th in the league despite the fact that it possesses below average velocity and run. This may be a case where the pitch’s effectiveness is a function of its paucity and that throwing it more often might diminish the element of surprise. However, it’s not getting called for strikes very often. Rather, hitters swing frequently and simply miss it so it’s not abundantly clear that hitters freeze in shock when they see it. Given that effectiveness thus far and that Miranda’s problems stem from an abundance of homers, he should lean on any offering that portends more infrequent and weaker contact.

Despite ranking sixth in the league in Slider Underthrown Index, Adam Conley might not actually want to throw his slider more often. Rather, he should pick his spots a little more selectively. His issue this season has been a complete lack of control. Conley is walking over five batters per nine innings so leaning on a pitch with a 35.5% Zone-percentage and 27.5% chase rate might not be the best idea.

Still, it’s the best slider in the league by ground balls-plus-pop ups. Conley should consider himself lucky that he’s maintained a league average HR/9 despite featuring what would amount to the league’s 13th worst ground ball rate had he the innings to qualify. He should therefore also consider throwing a few more sliders at the expense of his changeup, which is excellent at inducing whiffs but similarly difficult to control. Throwing his slider early to generate ground balls while opting to finish hitters off with his changeup in two-strike counts seems a more appropriate mix.

Eno touched a bit on Mike Bolsinger’s slider in a piece last week that, of course, you should read. Bolsinger is having a lousy year. Yes, his strand rate should regress and he’s great at generating ground balls but unfortunately he’s also the single most capable ball four enthusiast in the league. Literally. There’s nothing fantasy-relevant about Bolsinger, especially considering he’s currently pitching for AAA-Buffalo.

Still, you can’t blame his troubles on his slider, which by almost any measure has been one of the best in the league. The pitch ranks 34th out of 118 in whiffs per swing and 3rd in ground balls-plus-pop ups per ball-in-play. And opposing hitters have been unable to muster an extra-base hit against it. It also has excellent run and above average drop making it both an exceptionally difficult pitch for hitters to square up but also for Bolsinger to command. And, as with Conley, therein lies the rub. How does a starter leading the league in walks justify leaning on a pitch that earns one of the league’s worst called strike-to-ball ratios?

Command (and a call-up) seems to be all that stands in the way of Bolsinger adding a devastating weapon to his arsenal. But given his history of league average command, I’ll gladly take a flier on Bolsinger is dynasty leagues. Armed now with multiple breaking pitches, one of which has the potential to be elite, he makes for an excellent sleeper should he regain the command he’s previously shown capable of over the course of his career.

Changeups

Most Underthrown Changeups
Player Num Change% zWhf/Sw z(GB+PU)BIP Pitch Score UI
Tyler Chatwood 84 5.77% 1.131 2.001 3.132 54.28354
Corey Kluber 69 7.22% 1.387 2.156 3.543 49.09392737
Zack Godley 87 12.41% 2.010 1.458 3.468 27.9426757
Stephen Strasburg 236 17.02% 2.242 1.536 3.777 22.2000274
Zach Eflin 50 6.68% -1.574 2.932 1.358 20.34733445
Max Scherzer 197 12.34% 1.198 1.148 2.346 19.00678006
Carlos Carrasco 185 15.04% 0.707 2.001 2.708 18.0047102
Jaime Garcia 221 17.81% 1.170 2.001 3.171 17.80486159
Mike Leake 115 8.56% -0.408 1.768 1.360 15.88334833
Noah Syndergaard 78 18.62% 2.680 -0.016 2.664 14.30963239
SOURCE: PITCHf/x

When I introduced this series three weeks ago, I used Tyler Chatwood’s changeup as an example to explain how this analysis might be applied. I have to admit, I didn’t expect that by the time I got around to covering changeups, that he’d still be atop the leaderboard. Chatwood’s changeup continues to be that good. And frustratingly, he still refuses to throw it. In fact, it appears he’s thrown it less frequently over the last few weeks as his Change% has decreased from about 7% to 5.8%. And I’m not exactly sure why.

Chatwood’s change ranks 20th in whiffs per swing and 1st in grounders-per-ball in play, while sporting a .000 isolated slugging and .137 True Average against. Averaging 88.62 mph, it’s also one of the hardest changeups in the game. Now, Chatwood complements it with a four-seamer that averages a little over 95 mph and that ~7 mph differential doesn’t rank favorably relative to the rest of the league. Perhaps that’s why, despite excellent results and the peripherals to support them, Chatwood doesn’t yet feel comfortable flashing his change piece more often. Still, all evidence suggests that he should and he should do so quickly.

Zack Godley has been a revelation this season. Since bursting into 2017 with some additional heat, Godley has mowed down opposing lineups with a deadly combination of strikeouts and ground balls. He’s been excellent in large part due to his changeup, which he now throws with a little more gas. It’s the fourth best changeup in terms of whiffs, keeping truly elite company behind Syndergaard and Stephen Strasburg and ahead of Sean Manaea.

He’s also inducing grounders with it on nearly three-quarters of the balls put into play. By Pitch Score, Godley’s change trails only Strasburg’s and Kluber’s. Hitters have mustered just a single extra base hit off it, a double, and with a 27.59% Put Away % that ranks 8th among the league’s changeups, it serves as an elite out pitch as well.

On average, pitchers who throw a changeup frequently enough to qualify for this exercise throw the pitch 15% of the time with a standard deviation of about 7%. Godley only slings his on 12.4% of his pitches meaning he could conceivably throw it far more often than he is now and still rank well within a reasonable distance from the mean.

I ignored Mike Leake in the slider section. But given that he’s also making an appearance on the list of underthrown changeups, I can do so no longer. Despite the excellent season he’s having now, could Leake actually be even better by throwing more sliders and changeups? If he wants more whiffs, he should throw his slider more often. If he’s looking to add to his ground ball rate that already ranks 8th among qualified starters, he should look towards his changeup. Either way, both pitches perform far better in terms of whiffs and grounders than his cutter which he throws over a quarter of the time, so the fix, if even necessary, seems obvious.

Now, at the beginning of the article I mentioned that I’m planning one more piece in this series. I did so not because I have any real interest in covering the league’s underthrown splitters, screwballs, and knucklers, of which there are only 16, 0, and 2 pitchers respectively who even meet the qualifying criteria. Rather, given how often I came across names like Noah Syndegaard, Brandon Finnegan, and Corey Kluber, I’d like to put it all together and identify which pitchers have the largest combined Underthrown Index, suggesting they should consider not simply throwing one offering more frequently but perhaps overhauling their entire pitch mix. It also may serve as a proxy for an overall arsenal score as well.

As always, below you’ll find the complete lists of underthrown sliders and changeups.

 

Underthrown Sliders: The Complete List
Player Num Slider% zWhf/Sw z(GB+PU)/BIP Pitch Score UI
Ariel Miranda 57 4.23% 1.153203845 1.067 2.220 52.46466442
Danny Salazar 65 6.63% 1.392230992 1.507 2.899 43.75753196
Trevor Cahill 67 9.88% 1.657480526 1.727 3.385 34.25085988
Blake Snell 116 14.78% 1.657480526 0.957 2.614 17.69185046
Mike Bolsinger 68 14.50% 0.561183022 1.727 2.288 15.78305347
Adam Conley 87 17.16% -0.023777928 2.718 2.694 15.69860854
Mike Leake 157 11.69% 0.951493173 0.517 1.468 12.55883302
Dallas Keuchel 212 20.56% 1.278264462 1.287 2.565 12.47541408
Noah Syndergaard 87 20.76% 1.198588747 1.177 2.376 11.44082405
Sonny Gray 134 13.60% 1.110844604 0.407 1.517 11.15447838
Max Scherzer 419 26.25% 1.852131325 0.737 2.589 9.861269817
Carlos Carrasco 218 17.72% 1.426521806 0.297 1.723 9.722029456
Chad Kuhl 253 22.75% 1.172366359 0.957 2.129 9.358481993
Mike Clevinger 105 16.91% 1.447701427 0.076 1.524 9.014408481
Randall Delgado 57 17.17% -0.023777928 1.507 1.483 8.639675998
Jeff Hoffman 50 9.28% 2.262612543 -1.464 0.798 8.60693259
David Paulino 90 26.87% 1.360965838 0.737 2.098 7.808205225
Vincent Velasquez 77 8.68% -0.863902878 1.507 0.643 7.409248277
Sean Manaea 235 19.62% 1.207665727 0.187 1.394 7.10738981
Nick Pivetta 135 17.37% 0.435113852 0.627 1.062 6.111404028
Clayton Kershaw 481 32.79% 0.931322106 1.067 1.998 6.094383275
Gerrit Cole 258 18.16% 0.028666847 1.067 1.096 6.034134928
Corey Kluber 234 24.48% 1.69782266 -0.254 1.444 5.900044172
Michael Pineda 495 38.61% 0.876860224 1.397 2.274 5.889192505
Zack Greinke 384 25.65% 1.657480526 -0.254 1.404 5.472669199
Jake Junis 88 24.72% 1.153203845 0.187 1.340 5.419799026
Luis Severino 482 37.42% 0.055897788 1.837 1.893 5.058839366
Tyler Chatwood 309 21.22% 0.173898531 0.847 1.021 4.809546404
Zach Eflin 100 13.35% -0.107487857 0.737 0.629 4.713255389
Patrick Corbin 437 34.06% 1.086639323 0.517 1.603 4.707184871
Wade Miley 263 19.67% 0.062957662 0.847 0.910 4.624934322
Kenta Maeda 164 19.20% 0.780039102 0.076 0.857 4.460134882
Matt Garza 194 22.43% 1.132024225 -0.144 0.988 4.407052259
Carlos Martinez 373 27.43% 1.198588747 -0.034 1.165 4.247775253
Brad Peacock 194 38.65% 1.762370076 -0.144 1.619 4.188719887
Dylan Bundy 312 20.38% 1.147152525 -0.364 0.783 3.844356209
Rookie Davis 74 18.14% 0.457302026 0.076 0.534 2.942980892
Amir Garrett 187 20.33% 0.073043195 0.517 0.590 2.901239489
Adalberto Mejia 182 25.38% -0.233557027 0.957 0.723 2.849482433
Francisco Liriano 309 33.84% 1.096724857 -0.144 0.953 2.816126648
Jordan Montgomery 167 13.95% 0.508738247 -0.144 0.365 2.617032599
Ervin Santana 492 33.15% 0.087162942 0.737 0.824 2.485168781
Dan Straily 386 28.18% 0.159778784 0.517 0.676 2.400850645
Jacob deGrom 348 24.25% 0.016564207 0.517 0.533 2.198805442
Kyle Gibson 160 16.16% 0.867783244 -0.584 0.284 1.757065274
Chris Archer 732 46.15% 0.325181536 0.407 0.732 1.585564425
Francis Martes 69 42.33% -0.11454773 0.517 0.402 0.949929832
Dinelson Lamet 140 31.67% 0.993852414 -0.694 0.300 0.947115955
Jose Urena 219 26.90% -0.389882798 0.627 0.237 0.880273371
Marcus Stroman 239 17.90% 0.405865804 -0.254 0.152 0.850133671
Ricky Nolasco 410 29.29% 0.281813741 -0.034 0.248 0.847648182
Robbie Ray 239 16.60% 1.269187482 -1.134 0.135 0.81420372
Danny Duffy 319 29.35% 0.396788824 -0.254 0.143 0.487682158
Zack Wheeler 247 19.87% -0.22246294 0.297 0.074 0.372933483
Junior Guerra 91 14.31% -0.023777928 0.076 0.053 0.368292872
Tanner Roark 234 15.51% -0.463507193 0.517 0.053 0.34280142
Tyler Pill 63 21.14% -1.032331289 1.067 0.035 0.163536533
SOURCE: PITCHf/x

 

Underthrown Changeups: The Complete List
Player Num Change% zWhf/Sw z(GB+PU)BIP Pitch Score UI
Tyler Chatwood 84 5.77% 1.131 2.001 3.132 54.28354
Corey Kluber 69 7.22% 1.387 2.156 3.543 49.09392737
Zack Godley 87 12.41% 2.010 1.458 3.468 27.9426757
Stephen Strasburg 236 17.02% 2.242 1.536 3.777 22.2000274
Zach Eflin 50 6.68% -1.574 2.932 1.358 20.34733445
Max Scherzer 197 12.34% 1.198 1.148 2.346 19.00678006
Carlos Carrasco 185 15.04% 0.707 2.001 2.708 18.0047102
Jaime Garcia 221 17.81% 1.170 2.001 3.171 17.80486159
Mike Leake 115 8.56% -0.408 1.768 1.360 15.88334833
Noah Syndergaard 78 18.62% 2.680 -0.016 2.664 14.30963239
Jon Lester 132 8.81% 1.161 0.062 1.223 13.88869278
Trevor Cahill 123 18.14% 0.744 1.768 2.512 13.84784462
David Price 65 13.08% 0.337 1.458 1.795 13.72176841
Dallas Keuchel 131 12.71% 1.424 0.062 1.486 11.69251121
Daniel Norris 175 13.23% 0.391 1.070 1.461 11.0457091
Michael Fulmer 252 20.02% 0.984 1.148 2.132 10.64979867
Nate Karns 98 13.80% 0.059 1.380 1.439 10.42530028
Jose Quintana 90 7.12% 0.446 0.294 0.741 10.4023487
Jake Arrieta 93 7.83% 0.515 0.294 0.809 10.3395879
Aaron Nola 127 15.34% 0.342 1.225 1.567 10.2162625
Mike Foltynewicz 88 7.39% 0.446 0.294 0.741 10.02434333
Ian Kennedy 162 13.73% 1.229 0.062 1.291 9.401635314
Bartolo Colon 88 8.77% 0.149 0.605 0.753 8.587826473
Dinelson Lamet 60 13.57% 0.874 0.217 1.091 8.036403486
Scott Feldman 53 3.75% -0.694 0.993 0.299 7.978799074
Chris Archer 99 6.24% 0.202 0.294 0.496 7.953991273
Zack Greinke 206 13.76% 0.303 0.760 1.063 7.721328558
Tyler Glasnow 128 12.37% 1.654 -0.714 0.940 7.59815947
Sean Manaea 294 24.54% 1.937 -0.094 1.843 7.511859826
Edinson Volquez 305 25.57% 0.528 1.225 1.754 6.859593326
Matt Andriese 270 26.34% 0.027 1.691 1.718 6.520141968
Jacob deGrom 147 10.24% 0.202 0.450 0.652 6.361419752
Eduardo Rodriguez 203 20.12% 0.973 0.294 1.267 6.297480618
Ariel Miranda 194 14.40% 0.274 0.605 0.879 6.100619746
CC Sabathia 194 18.35% 0.582 0.450 1.031 5.618766687
Jeff Locke 79 24.16% 2.066 -0.714 1.352 5.59669809
Alex Wood 206 24.09% -0.150 1.458 1.308 5.430069224
Lance McCullers 165 13.80% 0.891 -0.171 0.719 5.214773975
Wei-Yin Chen 55 13.10% 0.691 -0.016 0.675 5.150951953
Chris Sale 358 22.07% 1.416 -0.326 1.090 4.936478314
Michael Wacha 208 18.44% 0.446 0.372 0.818 4.4374522
Randall Delgado 72 21.69% 1.280 -0.326 0.954 4.399600777
Jason Vargas 390 29.41% 1.224 0.062 1.286 4.371051002
Mike Fiers 241 18.80% -0.009 0.682 0.673 3.580302175
Tyler Anderson 306 33.12% 0.638 0.527 1.165 3.518647069
Buck Farmer 67 20.94% 1.586 -0.869 0.717 3.423536808
Danny Salazar 299 30.48% 1.515 -0.481 1.034 3.392201777
Yovani Gallardo 124 9.55% -0.592 0.915 0.323 3.381634081
Francisco Liriano 176 19.28% 0.641 -0.016 0.625 3.243659935
Kyle Hendricks 203 22.78% 0.238 0.450 0.688 3.017838367
Carlos Martinez 214 15.74% 0.233 0.217 0.450 2.857881225
Johnny Cueto 297 19.36% 1.641 -1.102 0.538 2.781024458
Adam Conley 79 15.58% 0.757 -0.326 0.431 2.76537057
Dan Straily 235 17.15% 0.392 0.062 0.454 2.644147401
Gio Gonzalez 265 16.92% 0.372 0.062 0.434 2.565078978
Jered Weaver 116 17.50% -0.019 0.450 0.430 2.457972621
Joe Biagini 109 16.03% 0.393 -0.016 0.377 2.351951845
Matt Boyd 213 22.23% 0.070 0.450 0.519 2.335676583
Danny Duffy 245 22.54% 0.259 0.139 0.398 1.764776537
Matt Moore 203 14.61% -0.056 0.294 0.238 1.628197233
Felix Hernandez 61 20.47% -0.273 0.605 0.332 1.620939488
J.A. Happ 102 16.01% -0.775 0.993 0.218 1.361518061
Tim Adleman 228 21.63% -0.001 0.294 0.293 1.356144577
Lisalverto Bonilla 111 31.90% 0.806 -0.559 0.247 0.775637077
Marco Estrada 530 36.18% 0.581 -0.326 0.254 0.70329033
A.J. Griffin 73 11.21% -0.605 0.682 0.077 0.686452051
Justin Nicolino 50 18.94% -1.050 1.148 0.098 0.518598772
Trevor Bauer 84 6.06% -0.979 0.993 0.014 0.228688488
Hyun-jin Ryu 260 27.31% 0.604 -0.559 0.045 0.165828935
Amir Garrett 154 16.74% -0.205 0.217 0.012 0.069391585
Mike Clevinger 102 16.43% 1.495 -1.490 0.005 0.029547603
Andrew Cashner 189 16.97% -0.678 0.682 0.004 0.024360658
SOURCE: PITCHf/x





Rylan writes for Fangraphs and The Hardball Times. Look for his weekly Deep League Waiver Wire and The Chacon Zone columns this season.

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