Change in spin in major league fastballs, compared with the average before June 3
Baseballs aren’t spinning the way they used to.
More than a month into the era of increased scrutiny on the application of prohibited sticky substances to major league baseballs, spin rates on fastballs have fallen about 4 percent, as strikeouts have decreased and on-base percentage has risen — midseason changes without parallel in decades.
The steep drop began around June 3, when the league made it known that it would address the issue directly, and it began to level off around June 15, the date the league announced its enhanced enforcement procedures would begin the following week, including in-game inspections by umpires and the threat of 10-game suspensions for pitchers found violating the rules.
An increase in spin rate can add more movement to breaking pitches. And with fastballs, it allows the pitch to stay elevated longer, making it seem as if the ball is rising.
Although applying any foreign substance to a baseball has been prohibited since the 1920s, the use of sticky substances like Spider Tack — a powerful adhesive created to help competitive strongmen and strongwomen hoist enormous Atlas stones — was an open secret, in line with the sport’s tradition of winking at scofflaws until the situation gets out of control.
And this spring, baseball did appear to be out of control. Hits were near record lows. Strikeouts were at record highs. Pitchers were so dominant this spring that by mid-May — less than seven weeks into the season — they had already racked up well more than a typical season’s worth of no-hitters. And spin was at the center of it.
Cumulative no-hitters since 1901
The changes in spin rates — measured using data from high-speed cameras that track every pitch of every game — are the most direct evidence that substances like Spider Tack were a significant factor in the dominance of pitching in the opening weeks of the season.
These materials allowed pitchers to grip the ball so well that they were able to generate far more torque on pitches, which in turn allowed them to spin the ball faster, making it harder to hit.
What’s changed
Typically, walks become somewhat less common as the season progresses. In 2021, walks increased after June 15 for the first time in decades:
Change in walk rate
The share of at-bats ending in strikeouts dropped to 23 percent:
Change in strikeout rate
Together, these contributed to the biggest increase in on-base percentage since at least 1990:
Change in on-base percentage
To measure the effect of the new rules on pitchers, The New York Times examined data from every fastball from 2017 to 2021, about 1.7 million pitches in all, and compared the change in spin rates in previous seasons with the rates in 2021.
In a typical season, a pitcher’s spin rate doesn’t change much: The rate on a fastball in May is usually close to the one on his fastball in September.
But this season, when even old-fashioned concoctions like a combination of rosin (which is legal) and sunscreen (which isn’t) came under scrutiny, most pitchers’ spin rates decreased after June 3. Of the 131 pitchers in our data set — pitchers who had thrown at least 150 fastballs since June 15 — fastball spin rates fell for all but 29 of them. And a handful of pitchers’ spin rates changed drastically, including nine whose fastballs lost 200 revolutions per minute or more.
Pitchers with biggest decreases
These are the pitchers whose spin rates on fastballs fell the most. (Some of these pitchers have openly discussed the effect of sticky substances, but several things — like injuries, changing pitching strategies or simply random poor performance — can account for changes in spin rates for individual pitchers.)
One caveat worth noting: There are many ways to identify which pitchers have been affected the most, and none are perfect. We could measure the simple change in spin rate before around the time of the ban, as we did above. We could measure this as a percentage, which may identify some pitchers whose fastballs were affected significantly even if they threw at lower speeds. Or we could measure change accounting for velocity of the fastball, since faster pitches naturally spin more.
Each of these methods yields a slightly different list. But no matter how we measured, these pitchers were at or near the top of it. (Each of the 10 players shown above ranked in the top 13 all three ways we measured.) Here’s how all the pitchers in our data ranked based on three different ways of comparing fastball spin changes:
Rank of pitcher spin change if you measure using …
Pitchers included in the charts above are highlighted.
Pitcher |
Raw spin change | Percent change | Velocity-adjusted change |
---|---|---|---|
James Kaprielian
Oakland Athletics |
1st | 1st | 1st |
Trevor Bauer
Los Angeles Dodgers |
2nd | 5th | 3rd |
Garrett Richards
Boston Red Sox |
3rd | 3rd | 5th |
James Karinchak
Cleveland Indians |
4th | 2nd | 4th |
Dylan Cease
Chicago White Sox |
5th | 4th | 2nd |
Walker Buehler
Los Angeles Dodgers |
6th | 7th | 8th |
Gerrit Cole
New York Yankees |
7th | 9th | 7th |
Tyler Mahle
Cincinnati Reds |
8th | 6th | 11th |
Corbin Burnes
Milwaukee Brewers |
9th | 15th | 13th |
Tyler Anderson
Pittsburgh Pirates |
10th | 12th | 6th |
Chi Chi Gonzalez
Colorado Rockies |
11th | 13th | 9th |
Casey Mize
Detroit Tigers |
12th | 10th | 18th |
Drew Smyly
Atlanta Braves |
13th | 8th | 17th |
Yusei Kikuchi
Seattle Mariners |
14th | 14th | 15th |
Marcus Stroman
New York Mets |
15th | 19th | 19th |
Alex Cobb
Los Angeles Angels |
16th | 11th | 14th |
Kolby Allard
Texas Rangers |
17th | 18th | 21st |
Yu Darvish
San Diego Padres |
18th | 27th | 10th |
Alex Wood
San Francisco Giants |
19th | 17th | 20th |
Rich Hill
Tampa Bay Rays |
20th | 21st | 27th |
Ryan Yarbrough
Tampa Bay Rays |
21st | 16th | 12th |
Tarik Skubal
Detroit Tigers |
22nd | 20th | 24th |
Adam Plutko
Baltimore Orioles |
23rd | 22nd | 22nd |
Shohei Ohtani
Los Angeles Angels |
24th | 23rd | 29th |
Jordan Lyles
Texas Rangers |
25th | 26th | 28th |
Lucas Giolito
Chicago White Sox |
26th | 28th | 23rd |
Riley Smith
Arizona Diamondbacks |
27th | 25th | 30th |
Marco Gonzales
Seattle Mariners |
28th | 24th | 25th |
Max Scherzer
Washington Nationals |
29th | 33rd | 26th |
J.A. Happ
Minnesota Twins |
30th | 31st | 16th |
Caleb Smith
Arizona Diamondbacks |
31st | 35th | 32nd |
Jose Berrios
Minnesota Twins |
32nd | 30th | 39th |
Johan Oviedo
St. Louis Cardinals |
33rd | 34th | 52nd |
Taijuan Walker
New York Mets |
34th | 29th | 33rd |
Zac Gallen
Arizona Diamondbacks |
35th | 38th | 37th |
Jose Urena
Detroit Tigers |
36th | 32nd | 49th |
Merrill Kelly
Arizona Diamondbacks |
37th | 39th | 31st |
Johnny Cueto
San Francisco Giants |
38th | 36th | 44th |
Lance Lynn
Chicago White Sox |
39th | 42nd | 46th |
Frankie Montas
Oakland Athletics |
40th | 41st | 35th |
Martin Perez
Boston Red Sox |
41st | 37th | 38th |
Vince Velasquez
Philadelphia Phillies |
42nd | 46th | 48th |
Carlos Martinez
St. Louis Cardinals |
43rd | 40th | 53rd |
Jon Lester
Washington Nationals |
44th | 43rd | 36th |
Zack Greinke
Houston Astros |
45th | 44th | 40th |
Wil Crowe
Pittsburgh Pirates |
46th | 48th | 43rd |
Matt Moore
Philadelphia Phillies |
47th | 47th | 34th |
Lance McCullers Jr.
Houston Astros |
48th | 45th | 41st |
Andrew Heaney
Los Angeles Angels |
49th | 52nd | 51st |
Jordan Montgomery
New York Yankees |
50th | 50th | 50th |
Sandy Alcantara
Miami Marlins |
51st | 51st | 45th |
Freddy Peralta
Milwaukee Brewers |
52nd | 53rd | 54th |
Jake Odorizzi
Houston Astros |
53rd | 49th | 42nd |
Brandon Woodruff
Milwaukee Brewers |
54th | 54th | 56th |
Joe Ross
Washington Nationals |
55th | 55th | 47th |
Mike Foltynewicz
Texas Rangers |
56th | 56th | 67th |
Adbert Alzolay
Chicago Cubs |
57th | 57th | 61st |
Jameson Taillon
New York Yankees |
58th | 63rd | 57th |
Jose Alvarado
Philadelphia Phillies |
59th | 58th | 63rd |
Keegan Akin
Baltimore Orioles |
60th | 61st | 58th |
Eric Lauer
Milwaukee Brewers |
61st | 60th | 76th |
Chris Bassitt
Oakland Athletics |
62nd | 59th | 64th |
Kwang Hyun Kim
St. Louis Cardinals |
63rd | 62nd | 60th |
Tyler Alexander
Detroit Tigers |
64th | 64th | 59th |
Julio Urias
Los Angeles Dodgers |
65th | 68th | 62nd |
Kyle Gibson
Texas Rangers |
66th | 67th | 69th |
Patrick Corbin
Washington Nationals |
67th | 66th | 55th |
Jorge Lopez
Baltimore Orioles |
68th | 65th | 65th |
Wade Miley
Cincinnati Reds |
69th | 70th | 73rd |
Kris Bubic
Kansas City Royals |
70th | 69th | 70th |
Ryan Helsley
St. Louis Cardinals |
71st | 74th | 84th |
Shane McClanahan
Tampa Bay Rays |
72nd | 72nd | 77th |
Nick Pivetta
Boston Red Sox |
73rd | 73rd | 78th |
Max Fried
Atlanta Braves |
74th | 71st | 66th |
Mike Minor
Kansas City Royals |
75th | 78th | 93rd |
Trevor Rogers
Miami Marlins |
76th | 77th | 85th |
Michael Wacha
Tampa Bay Rays |
77th | 75th | 68th |
Nathan Eovaldi
Boston Red Sox |
78th | 76th | 80th |
Bryan Shaw
Cleveland Indians |
79th | 82nd | 100th |
Chris Paddack
San Diego Padres |
80th | 80th | 81st |
Adam Wainwright
St. Louis Cardinals |
81st | 83rd | 104th |
Brent Suter
Milwaukee Brewers |
82nd | 79th | 83rd |
Zach Davies
Chicago Cubs |
83rd | 81st | 86th |
Aaron Loup
New York Mets |
84th | 86th | 105th |
Cole Irvin
Oakland Athletics |
85th | 85th | 91st |
Josh Fleming
Tampa Bay Rays |
86th | 84th | 92nd |
JT Brubaker
Pittsburgh Pirates |
87th | 88th | 90th |
Adrian Houser
Milwaukee Brewers |
88th | 87th | 87th |
Danny Duffy
Kansas City Royals |
89th | 90th | 94th |
Logan Gilbert
Seattle Mariners |
90th | 89th | 72nd |
Jacob deGrom
New York Mets |
91st | 92nd | 95th |
Kyle Hendricks
Chicago Cubs |
92nd | 91st | 88th |
Emilio Pagan
San Diego Padres |
93rd | 96th | 107th |
Anthony DeSclafani
San Francisco Giants |
94th | 95th | 82nd |
Alec Mills
Chicago Cubs |
95th | 94th | 89th |
Kevin Gausman
San Francisco Giants |
96th | 97th | 102nd |
Sean Manaea
Oakland Athletics |
97th | 93rd | 71st |
Robbie Ray
Toronto Blue Jays |
98th | 98th | 110th |
Pablo Lopez
Miami Marlins |
99th | 99th | 101st |
Zach Eflin
Philadelphia Phillies |
100th | 100th | 103rd |
Chris Flexen
Seattle Mariners |
101st | 101st | 98th |
Antonio Senzatela
Colorado Rockies |
102nd | 102nd | 79th |
Justus Sheffield
Seattle Mariners |
103rd | 104th | 106th |
Hyun Jin Ryu
Toronto Blue Jays |
104th | 103rd | 74th |
Rafael Montero
Seattle Mariners |
105th | 105th | 96th |
Sam Hentges
Cleveland Indians |
106th | 106th | 126th |
Erick Fedde
Washington Nationals |
107th | 107th | 111th |
Joe Musgrove
San Diego Padres |
108th | 108th | 112th |
Zack Wheeler
Philadelphia Phillies |
109th | 109th | 113th |
Ian Anderson
Atlanta Braves |
110th | 110th | 109th |
Eduardo Rodriguez
Boston Red Sox |
111th | 111th | 99th |
Cal Quantrill
Cleveland Indians |
112th | 112th | 115th |
Cristian Javier
Houston Astros |
113th | 113th | 75th |
Matt Harvey
Baltimore Orioles |
114th | 114th | 116th |
Ross Detwiler
Miami Marlins |
115th | 115th | 108th |
Ross Stripling
Toronto Blue Jays |
116th | 116th | 117th |
Brady Singer
Kansas City Royals |
117th | 117th | 123rd |
Jon Gray
Colorado Rockies |
118th | 118th | 97th |
Dane Dunning
Texas Rangers |
119th | 119th | 122nd |
German Marquez
Colorado Rockies |
120th | 120th | 120th |
Dallas Keuchel
Chicago White Sox |
121st | 121st | 129th |
Brad Keller
Kansas City Royals |
122nd | 123rd | 125th |
Charlie Morton
Atlanta Braves |
123rd | 122nd | 119th |
Carlos Rodon
Chicago White Sox |
124th | 124th | 114th |
Matt Peacock
Arizona Diamondbacks |
125th | 126th | 121st |
Luis Castillo
Cincinnati Reds |
126th | 125th | 118th |
Kenta Maeda
Minnesota Twins |
127th | 127th | 131st |
Michael King
New York Yankees |
128th | 128th | 124th |
Aaron Nola
Philadelphia Phillies |
129th | 129th | 130th |
Luis Garcia
Houston Astros |
130th | 131st | 127th |
John Gant
St. Louis Cardinals |
131st | 130th | 128th |
To be included in this analysis, a pitcher must have thrown at least 150 fastballs before June 3 and at least 150 fastballs since June 15.
Or use the tool below to see how spin rates changed for any pitcher in our analysis. (To be included, a pitcher must have thrown at least 150 fastballs before June 3 and at least 150 fastballs since June 15.)
Pitchers’ paradise
Players and officials have rarely raised eyebrows at offenders in the past. The rules prohibiting foreign substances have been routinely ignored. In the case of gripping substances — rather than old-fashioned lubricants used strictly to create unpredictable movement — pitchers have said having a good grip on the ball makes it safer for batters.
When asked about the effects of the rule changes, Rob Manfred, the commissioner of Major League Baseball, focused on the positive effects it has had on the game’s offense.
“Enforcing our rules is really important — they’re on the books, they should be enforced,” he said, calling the changes in play “very promising.” He was particularly pleased there had been no increases in batters hit by pitches — a point that he has made before and that has been backed by data showing batters have been less safe in this era of sticky substances.
“Those are all huge positives for us,” Manfred said.
Cole, the Yankees pitcher, has made no secret of his displeasure with what he perceived as uneven enforcement of the rules. Ahead of the All-Star Game last week, he echoed those complaints, saying, “There was no real legislation on the customs and practices that were going on.”
Cole and other pitchers have had to adjust quickly. “In terms of what’s been going on, it’s been a challenge to do it in the middle of the season,” he said. “But as players, we’re here now, we’re adjusting and I think we’re better for it in the long run.”
As clear as the changes have been in the data, not every major league batter has noticed.
“I can’t notice it, I can’t,” said Joey Wendle, the All-Star infielder for the Tampa Bay Rays. “I know everybody wants to hear yes, but to be honest, no, I really can’t tell a specific difference.”
What 200 r.p.m. is worth
A pitcher’s fastball going from 2,600 revolutions per minute to 2,400 might not seem like much, but that much spin can account for an extra inch of movement on a fastball — and significantly more for some pitchers — said Michael Fisher, founder of Codify, a company that provides customized analytics to dozens of major league pitchers. And in baseball, an inch can mean the difference between a three-run home run and an inning-ending double play.
“I’m the last guy to pooh-pooh an inch of movement when a bat is three inches wide,” he said.
On top of that, the extra spin that pitchers can get using sticky substances can confound hitters who have built up a lifetime of what Don Teig, a consultant who has worked with major league teams on the role that vision plays in maximizing motor performance, calls “visual memories.” Those are built-up ideas about what different kinds of pitches look like in the fraction of a second a batter has to make a decision.
The extra movement from sticky substances can render those memories useless.
“Does this look like a split-finger fastball?” Teig said. “Does it look like a curveball? All these things are being decided at that moment of truth.”
“You’ve told yourself visually where that ball is going in less than 0.2 seconds,” he said.
With those extra rotations, “the ball’s not going to wind up there.”