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Home»Sports»Which MLB pitchers are throwing the proper — or flawed — pitches?
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Which MLB pitchers are throwing the proper — or flawed — pitches?

AdminBy AdminJune 20, 2025No Comments14 Mins Read
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Which MLB pitchers are throwing the right -- or wrong -- pitches?
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  • Neil PaineJun 20, 2025, 08:00 AM ET

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      Neil Paine writes about sports activities utilizing knowledge and analytics. Beforehand, he was Sports activities Editor at FiveThirtyEight.

Pitching is about protecting hitters guessing — and about strolling the road between overusing sure pitches to the purpose of predictability and underusing others which have quietly confounded opponents in restricted doses. Now greater than ever, every MLB pitcher’s repertoire is scientifically calibrated, from the form of the ball’s arc because it approaches the plate to the spin it carries and the way it seems to be popping out of the hand. Fashionable pitchers take their pitch choice as severely as a Michelin chef planning a gourmand menu.

However even with all of that sophistication, there are inefficiencies in how pitchers deploy their stuff. A few years in the past, I dove into the sport idea behind pitch choice, and particularly which pitchers have been throwing their totally different pitch varieties in an optimum means versus those that may stand to tweak their pitch combine a bit to realize higher outcomes.

The thought course of went like this: We all know from Statcast knowledge how often every pitcher throws every kind of pitch, and due to web sites resembling FanGraphs, we additionally understand how efficient every pitcher’s pitches have been at stopping runs. (We now even understand how good every pitch ought to be based mostly on its traits, resembling velocity, motion, spin and different elements.)

From this knowledge, we are able to then discover circumstances the place there are mismatches between a pitcher’s best pitches and those he makes use of essentially the most.

After all, not each pitch will be scaled up with out diminishing returns. However generally, pitchers who lean extra closely on their greatest pitches are possible getting extra out of their repertoire than those that do not.

Amongst Tommy Kahnle (Tigers), Jake Irvin (Nationals), Paul Sewald (Guardians) and Ronel Blanco (Astros), which pitcher is optimizing their arsenal and who wants to vary issues up? Illustration by ESPN

I then developed what I name the Nash Rating for pitchers (so named for the Nash equilibrium of Sport Principle, which describes a state by which any change in technique from the present stability would end in much less optimum outcomes). Nash Scores work by evaluating the runs a pitcher saves with every pitch in his arsenal to the typical runs saved by all of his different pitches mixed.

Pitchers with low (good) Nash Scores have achieved an in depth stability in effectiveness between their most-used pitches and the remainder of their repertoire, which suggests that any change in pitch combine would make them much less efficient general. In the meantime, pitchers who’ve excessive (dangerous) Nash Scores are both utilizing ineffective pitches an excessive amount of or not utilizing their greatest pitches sufficient, suggesting {that a} reallocation is perhaps wanted.

Now is an efficient time to replace Nash Scores for the present period of MLB pitchers.

Let’s spotlight the top-15 certified starters and relievers who’ve achieved the best stability in accordance with their Nash Scores over the previous three seasons (with latest years weighted extra), in addition to the 15 who is perhaps leaving efficiency on the desk.

However first, here’s a chart exhibiting all certified MLB pitchers — utilizing a three-year weighted pitch depend — with their Nash Scores plotted in opposition to their Wins Above Alternative:

Neil Paine/ESPN

Discover the complete, interactive chart.

Now, let’s get to the rankings, beginning with essentially the most balanced starters in our pattern:


Irvin, Crochet amongst most optimized starters

Word: Listed charges for pitch varieties are utilization share over the previous three seasons and run values per 100 pitches for that pitch, relative to the typical for the remainder of their pitches mixed.

Most Optimized Starters Over Previous 3 Seasons

Pitcher Crew(s) WAR Nash Rating No. 1 Pitch No. 2 Pitch
Jake Irvin WSN 4.1 0.05 4-Seam FB (35%), +0.13 Curveball (33%), -0.13
Garrett Crochet CHW, BOS 6.7 0.06 4-Seam FB (49%), -0.14 Cutter (28%), +0.18
Kutter Crawford BOS 4.6 0.09 4-Seam FB (35%), -0.11 Cutter (31%), +0.43
Jesus Luzardo MIA, PHI 6.4 0.11 4-Seam FB (40%), -0.20 Slider (32%), +0.46
Ryan Pepiot LAD, TBR 4.3 0.11 4-Seam FB (48%), +0.32 Changeup (24%), -0.37
Freddy Peralta MIL 7.3 0.15 4-Seam FB (55%), +0.08 Changeup (18%), +0.67
Taj Bradley TBR 1.8 0.21 4-Seam FB (43%), -0.57 Cutter (22%), +0.22
Taijuan Walker PHI 1.8 0.25 Splitter (26%), -0.57 Sinker (23%), -0.16
Corbin Burnes MIL, BAL, ARI 9.2 0.34 Cutter (50%), +0.57 Curveball (20%), +0.03
MacKenzie Gore WSN 6.1 0.36 4-Seam FB (54%), +0.04 Curveball (21%), +0.31
Tarik Skubal DET 12.5 0.37 4-Seam FB (32%), -0.05 Changeup (28%), +0.62
Justin Verlander HOU, NYM, SFG 3.9 0.39 4-Seam FB (49%), -0.09 Slider (25%), +0.94
Nathan Eovaldi TEX 8.2 0.41 4-Seam FB (35%), -0.30 Splitter (30%), +0.84
Jameson Taillon CHC 4.2 0.42 4-Seam FB (34%), -0.48 Cutter (20%), +0.44
Reese Olson DET 4.5 0.42 Slider (27%), +0.47 Sinker (24%), +0.15

The award for the league’s most balanced starter belongs to maybe an unlikely title: Washington Nationals righty Jake Irvin. Irvin has been a mean pitcher at greatest in his three MLB seasons, with an ERA of 107 (100 is common and decrease is healthier) and a FIP (Fielding Unbiased Pitching) of 114, and he has by no means even had 2 WAR in a season but. However when it comes to maximizing his repertoire, the case will be made that no pitcher is getting extra out of what he has to work with.

Over the previous three seasons (once more, with extra weight on more moderen knowledge), Irvin has nearly completely used three pitches: four-seam fastball, curve and sinker. Every was inside 0.2 runs per 100 pitches of the typical of his different choices, that means he discovered the combo the place principally all of his pitches are equally efficient — the entire level of this whole train.

Editor’s Picks

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Now, Irvin has drifted a bit away from equilibrium in 2025, utilizing extra of his curve (and fewer of his fastballs) regardless of them being more practical, so it is price keeping track of whether or not he continues to optimize his Nash Rating. (Particularly since his best-shaped pitch is definitely his slider, which he nearly by no means makes use of!)

Among the many remainder of the highest 15, a number of different pitchers confirmed a knack for maximizing their stuff. Garrett Crochet — the nasty left-hander who broke out final yr and was dealt from the Chicago White Sox to the Boston Crimson Sox — pairs an elite fastball with an much more dominant cutter (plus a little bit of a sinker-slider), giving him one of many recreation’s greatest (and most equalized) pitch mixes.

Fellow Crimson Sox hurler Kutter Crawford follows the identical template, with equally efficient four-seamers and cutters making the majority of his repertoire. Others strike the stability in another way: Jesus Luzardo and Freddy Peralta use extra off-speed stuff, whereas Ryan Pepiot and Corbin Burnes depend on robust fastballs as their main pitches — however solely use them about half the time. After which there are guys resembling Taj Bradley and Taijuan Walker, who lead with shaky important pitches, however throw them so sometimes that the remainder of their pitches assist equalize the general combine.

It is also no shock to see Tarik Skubal, arguably one of the best pitcher in baseball, grace a listing of hurlers who decide from their arsenals in essentially the most environment friendly means. What everybody on the listing has in widespread is a pitch choice largely in equilibrium, the place effectiveness and utilization are intently aligned.


Sewald, Poche amongst most optimized relievers

Most Optimized Relievers Over Previous 3 Seasons

Pitcher Crew(s) WAR Nash Rating No. 1 Pitch No. 2 Pitch
Paul Sewald ARI, SEA, CLE 1.2 0.01 4-Seam FB (58%), +0.05 Slider (41%), -0.06
Colin Poche TBR, WSN 1.2 0.01 4-Seam FB (68%), +0.11 Slider (32%), -0.11
Tanner Scott MIA, SDP, LAD 6.2 0.03 4-Seam FB (56%), -0.14 Slider (44%), +0.15
Joe Jimenez ATL 2.5 0.03 4-Seam FB (51%), -0.06 Slider (44%), -0.08
Alexis Díaz CIN 1.6 0.03 4-Seam FB (56%), -0.18 Slider (44%), +0.18
Orion Kerkering PHI 1.8 0.03 Slider (56%), +0.06 4-Seam FB (28%), -0.26
A.J. Minter ATL, NYM 2 0.08 4-Seam FB (46%), -0.02 Cutter (39%), +0.30
Elvis Peguero MIL 1.1 0.08 Slider (50%), +0.27 Sinker (50%), -0.26
Brad Keller KCR, BOS,
CHW, CHC
0.6 0.09 4-Seam FB (39%), +0.07 Slider (37%), +0.07
Edwin Diaz NYM 1.6 0.1 4-Seam FB (52%), +0.31 Slider (48%), -0.31
Jeremiah Estrada CHC, SDP 1.6 0.1 4-Seam FB (61%), -0.10 Slider (20%), -0.36
Kyle Finnegan WSN 2 0.12 4-Seam FB (68%), +0.31 Splitter (28%), -0.10
Luis Garcia SDP, BOS,
LAA, LAD
0 0.12 Sinker (45%), -0.32 Slider (29%), -0.05
Ryan Walker SFG 3.1 0.15 Sinker (55%), +0.07 Slider (44%), +0.01
Craig Kimbrel PHI, BAL, ATL 0.8 0.15 4-Seam FB (66%), +0.26 Kn. Curve (30%), -0.37

You may possible discover that the highest relievers are usually extra optimized (with decrease Nash Scores) than the highest starters, which might be an artifact of some elements: First, relievers normally throw simply a few pitch varieties, so it is inherently simpler to align utilization with effectiveness when there’s much less to stability. Second, these pitches are sometimes thrown briefly bursts at most depth, which permits pitchers to rely extra closely on their strengths with out diminishing returns. And eventually, relievers needn’t navigate a lineup a number of instances, to allow them to lean on their greatest pitches extra with out the identical issues about stamina or predictability that starters face.

That stated, some relievers do a greater job of balancing than others. Although he has been nursing an injured shoulder since April, Cleveland’s Paul Sewald had been one of the best over the previous few seasons — the 2 pitches he used 99.7% of the time, a four-seamer and a slider, have been each inside 5 hundredths of a run of one another when it comes to effectiveness per 100 pitches. The batter is aware of one is probably going coming… however they’re each equally robust to hit.

This was a quite common theme among the many prime relievers, too: Every of the subsequent 4 names on the listing (Colin Poche, Tanner Scott, Joe Jimenez and Alexis Díaz), and eight of the highest 11, used a model of that very same pitch combine, with fastballs and sliders of near-equal effectiveness making up the overwhelming majority of their pitches. Hey, if it really works, it really works.

However those that bucked the pattern are additionally attention-grabbing. Philadelphia’s Orion Kerkering, as an example, flipped the tendency and relied totally on a slider with the four-seamer as a change-of-pace pitch. Milwaukee’s Elvis Peguero was precisely 50-50 on sliders and sinkers (although each deserted him earlier this season, and he has bounced between MLB and AAA), whereas Nats nearer Kyle Finnegan introduces a splitter into the equation — and there is longtime veteran nearer Craig Kimbrel together with his knuckle-curve (although it damage his Nash Rating).

Not all of those relievers have been lights out, however many have been, serving as nice examples of how one can keep efficient even when hitters have a very good guess at what’s coming.


How does Diamondbacks pitcher Merrill Kelly examine to different starters with their Nash scores? Brett Davis/Imagn Photographs

Blanco, Kelly amongst least optimized starters

Least Optimized Starters Over Previous 3 Seasons

Pitcher Crew(s) WAR Nash Rating No. 1 Pitch No. 2 Pitch
Ronel Blanco HOU 4.5 4.36 4-Seam FB (38%), -2.44 Slider (32%), +2.40
Merrill Kelly ARI 6.8 3.9 4-Seam FB (25%), -1.52 Changeup (23%), +2.96
Joe Ryan MIN 6.4 3.51 4-Seam FB (53%), +2.17 Splitter (21%), -0.97
Michael Wacha SDP, KCR 8.7 2.68 Changeup (31%), +2.48 4-Seam FB (27%), -0.29
Dylan Stop CHW, SDP 7.7 2.43 Slider (46%), +1.72 4-Seam FB (42%), -0.86
Chris Sale BOS, ATL 10.5 2.36 Slider (43%), +1.79 4-Seam FB (40%), -1.54
Michael King NYY, SDP 8.2 2.11 Sinker (29%), +1.16 Slider (25%), -1.53
Cristopher Sanchez PHI 8 1.94 Sinker (48%), -1.26 Changeup (35%), +1.79
Luis Castillo SEA 7 1.89 4-Seam FB (46%), +1.59 Slider (22%), -0.48
Chris Bassitt TOR 5.4 1.88 Sinker (41%), +1.07 Cutter (19%), +0.69
Bailey Ober MIN 6.5 1.84 4-Seam FB (39%), +0.48 Changeup (29%), +1.37
Paul Skenes PIT 8.7 1.82 4-Seam FB (37%), -0.83 Slider (19%), -0.14
Martin Perez TEX, PIT,
SDP, CHW
2.2 1.62 Sinker (37%), +1.27 Changeup (24%), -0.90
Gavin Williams CLE 2.8 1.62 4-Seam FB (49%), -0.93 Curveball (19%), -0.30
Clarke Schmidt NYY 4.1 1.57 Cutter (36%), +0.32 Slider (25%), +1.06

Now we get into some really fascinating circumstances, the place it is essential to recollect that you would be able to nonetheless be an awesome pitcher whereas nonetheless having a deeply unusual, and seemingly suboptimal, mixture of pitches.

There appear to be a couple of methods to land on this listing: First, and most straightforwardly, you would have a far much less efficient No. 1 pitch than the remainder of your arsenal, that means you would possibly stand to throw it much less and the others extra. Each of the highest two above, Houston’s Ronel Blanco and Arizona’s Merrill Kelly, have main four-seamers which might be at the very least 1.5 runs worse per 100 pitches than their different choices, and secondary off-speed pitches which might be at the very least 2.4 runs higher than the remainder — traditional circumstances the place the Nash Rating would recommend bringing them nearer to balanced till the distinction begins to flatten out.

Then there are circumstances resembling Joe Ryan, Michael Wacha, Dylan Stop, Chris Sale and Michael King, by which their No. 1 possibility is clearly one of the best, however they throw different, a lot much less efficient pitches practically as a lot, decreasing the benefit of a dominant main pitch. Spamming the best choice would possibly result in diminishing returns, however there’s room to offer there earlier than it begins being a suboptimal technique.

And eventually, we now have the odd case of Paul Skenes — and Gavin Williams too, however Skenes is extra enjoyable to dissect — by which in some way the first four-seamer is much less efficient than the opposite pitches, and so is the secondary breaking pitch, suggesting the necessity to dig deeper into the bag extra typically. However how will you argue that Skenes is not doing essentially the most he can? He actually leads all pitchers in WAR. The thought he may optimize his stuff much more is terrifying.


Kahnle, Bender amongst least optimized relievers

Least Optimized Relievers Over Previous 3 Seasons

Pitcher Crew(s) WAR Nash Rating No. 1 Pitch No. 2 Pitch
Tommy Kahnle NYY, DET 2.2 14.24 Changeup (78%), +3.79 4-Seam FB (17%), -3.33
Anthony Bender MIA 1.4 11.09 Slider (54%), +3.65 Sinker (38%), -2.33
Ryan Thompson ARI, TBR 1.1 10.16 Sinker (59%), +0.74 Slider (32%), +0.39
Brenan Hanifee DET 0.7 9.55 Sinker (63%), +3.13 Slider (20%), -2.29
Steven Okert MIA, MIN, HOU 1 9.51 Slider (58%), +3.25 4-Seam FB (35%), -2.16
Ryan Helsley STL 4.2 9.12 4-Seam FB (48%), -2.83 Slider (45%), +3.21
David Robertson MIA, NYM, TEX 3.1 8.68 Cutter (60%), +3.01 Kn. Curve (26%), -2.62
Justin Lawrence COL, PIT 0.3 8.45 Sinker (54%), -2.97 Slider (45%), +2.78
Greg Weissert NYY, BOS 1.2 8.4 Sinker (32%), +1.53 Slider (30%), -4.18
Cade Smith CLE 3.3 7.85 4-Seam FB (70%), +2.89 Splitter (20%), -1.62
Kenley Jansen BOS, LAA 2.3 7.17 Cutter (82%), +2.71 Slider (9%), -1.77
Chad Kuhl WSN, CHW -1.1 7.11 Slider (45%), +3.28 Sinker (27%), -2.39
John Brebbia SFG, ATL,
CHW, DET
-0.5 7.07 Slider (50%), -2.50 4-Seam FB (48%), +2.80
Michael Grove LAD -0.4 6.49 Slider (47%), +2.79 Sinker (15%), +0.35
Matt Moore CLE, LAA, MIA 0.8 6.38 4-Seam FB (49%), +1.38 Changeup (31%), -0.19

Lastly, we get to the less-optimal finish of the reliever spectrum. And as secure as the other aspect was, with a bunch of men utilizing their boring fastball-slider combos to fastidiously document outs, this one accommodates extra diversified pitch mixes. Nicely-represented, as an example, is the phenomenon I discovered with R.A. Dickey the primary time round — that regardless of his knuckleball being each his greatest pitch and the one he used most frequently, the Nash Rating implied he ought to throw it even extra as a result of it was way more efficient than the remainder of his choices.

Whereas we have no knucklers within the bunch this time, we do have guys resembling Detroit Tigers setup man Tommy Kahnle, whose lead pitch is a changeup (not a fastball) so efficient that it is practically 4 runs per 100 pitches higher than the remainder of his repertoire. Pitchers who work backwards like this should combine in fastballs to maintain hitters trustworthy — however on the similar time, the fastballs are a lot much less priceless that utilizing them barely much less is perhaps good even when it makes the change much less efficient. (Anthony Bender, Brenan Hanifee, Steven Okert, David Robertson, Greg Weissert and Cade Smith have been on this class as properly, amongst others.)

Simply as odd have been the circumstances of Ryan Helsley, Justin Lawrence and John Brebbia, whose main pitches have been far much less efficient than their secondary choices, regardless of every primarily having solely two pitches to work with. The numbers is perhaps asking for these hierarchies to be flipped round.

And eventually, there are guys resembling Kenley Jansen, who spam one stable pitch — however they do not have a lot else to work with, so any deviation worsens efficiency, even when the Nash Rating nonetheless dings them for imbalance.

Ultimately, no metric — not even one rooted in Sport Principle — can seize the complete complexity of pitching. However Nash Scores do give us a window into one thing that is typically laborious to pin down: How a lot a pitcher will get out of what they’re working with, and whether or not they’re successful the rock-paper-scissors side of the batter-pitcher showdown.

Some get essentially the most out of common stuff by smarter allocation. Others depart worth on the desk regardless of electrical arsenals. In both case, the trail to raised efficiency is perhaps as easy (or troublesome) as throwing the proper pitch on the proper second just a bit extra typically.

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