On-base plus slugging (OPS) is a
sabermetric
Sabermetrics (originally SABRmetrics) is the original or blanket term for sports analytics in the US, the empirical analysis of baseball, especially the development of advanced metrics based on baseball statistics that measure in-game activity. ...
baseball statistic calculated as the sum of a player's
on-base percentage
In baseball statistics, on-base percentage (OBP) measures how frequently a batting (baseball), batter reaches base (baseball), base. An official Major League Baseball (MLB) statistic since 1984, it is sometimes referred to as on-base average (OBA ...
and
slugging percentage
In baseball statistics, slugging percentage (SLG) is a measure of the batting productivity of a hitter. It is calculated as total bases divided by at-bats, through the following formula, where ''AB'' is the number of at-bats for a given player, an ...
. The ability of a player both to get on base and to hit for power, two important offensive skills, are represented. An OPS of .800 or higher in
Major League Baseball
Major League Baseball (MLB) is a professional baseball league composed of 30 teams, divided equally between the National League (baseball), National League (NL) and the American League (AL), with 29 in the United States and 1 in Canada. MLB i ...
puts the player in the upper echelon of hitters. Typically, the league leader in OPS will score near, and sometimes above, the 1.000 mark.
Equation
The basic equation is
where OBP is
on-base percentage
In baseball statistics, on-base percentage (OBP) measures how frequently a batting (baseball), batter reaches base (baseball), base. An official Major League Baseball (MLB) statistic since 1984, it is sometimes referred to as on-base average (OBA ...
and SLG is
slugging average
In baseball statistics, slugging percentage (SLG) is a measure of the batting productivity of a hitter. It is calculated as total bases divided by at-bats, through the following formula, where ''AB'' is the number of at-bats for a given player, a ...
. These averages are defined below as:
- the numerator "H + BB + HBP" effectively means "number of trips to first base at least"
- the denominator "AB + BB + SF + HBP" effectively means "total plate appearances", but does not include sacrifice bunts
This is because though a batter makes a trip to the plate he is not given an "AB" when he walks (BB or HBP) or when he hits the ball into play and is called out, but the action allows a run to score (SF). As a result, the 4 counts (AB + BB + SF +HBP) are needed to calculate a batter's total trips to the plate.
and
where:
*''H'' =
hits
*''BB'' =
bases on balls
*''HBP'' = times
hit by pitch
*''AB'' =
at bat
In baseball, an at bat (AB) or time at bat is a batter's turn batting against a pitcher. An at bat is different from a plate appearance. A batter is credited with a plate appearance regardless of what happens upon completion of his turn at bat, ...
s
*''SF'' =
sacrifice flies
*''TB'' =
total bases
In baseball statistics, total bases is the number of bases a player gains with hit (baseball), hits. It is a weighted sum with values of 1 for a single (baseball), single, 2 for a double (baseball), double, 3 for a triple (baseball), triple and 4 ...
In one equation, OPS can be represented as:
History
On-base plus slugging was first popularized in 1984 by
John Thorn and
Pete Palmer
Pete Palmer (born January 30, 1938) is an American sports statistician and encyclopedia editor. He is a major contributor to the applied mathematical field referred to as sabermetrics. Along with the Bill James '' Baseball Abstracts'', Palmer's ...
's book, ''
The Hidden Game of Baseball''. ''
The New York Times
''The New York Times'' (''NYT'') is an American daily newspaper based in New York City. ''The New York Times'' covers domestic, national, and international news, and publishes opinion pieces, investigative reports, and reviews. As one of ...
'' then began carrying the leaders in this statistic in its weekly "By the Numbers" box, a feature that continued for four years. Baseball journalist
Peter Gammons
Peter Gammons (born April 9, 1945) is an American media personality and recipient of the J. G. Taylor Spink Award for outstanding baseball writing, given by the Baseball Writers' Association of America.
Early life and education
Gammons was bo ...
used and evangelized the statistic, and other writers and broadcasters picked it up. The popularity of OPS gradually spread, and by 2004 it began appearing on
Topps
The Topps Company, Inc. is an American company that manufactures trading cards and other collectibles. Formerly based in New York City, Topps is best known as a leading producer of Baseball card, baseball and other sports and Non-sports tradi ...
baseball cards.
OPS was formerly sometimes known as ''production''. For instance, ''production'' was included in early versions of Thorn's ''
Total Baseball
''Total Baseball'' is a 2,301-page baseball encyclopedia first compiled by John Thorn and Pete Palmer in 1989. By its fourth edition, Major League Baseball endorsed it as its official encyclopedia. The encyclopedia contains seasonal and career sta ...
'' encyclopedia, and in the ''
Strat-O-Matic Computer Baseball'' game. This term has fallen out of use.
OPS gained popularity because of the availability of its components, OBP and SLG, and that team OPS correlates well with team runs scored.
An OPS scale
Bill James
George William James (born October 5, 1949) is an American baseball writer, historian, and statistician whose work has been widely influential. Since 1977, James has written more than two dozen books about baseball history and statistics. His a ...
, in his essay titled "The 96 Families of Hitters" uses seven different categories for classification by OPS:
This effectively transforms OPS into a seven-point ordinal scale. Substituting quality labels such as ''excellent'' (A), ''very good'' (B), ''good'' (C), ''average'' (D), ''fair'' (E), ''poor'' (F) and ''very poor'' (G) for the A–G categories creates a subjective reference for OPS values.
Leaders
The top ten
Major League Baseball
Major League Baseball (MLB) is a professional baseball league composed of 30 teams, divided equally between the National League (baseball), National League (NL) and the American League (AL), with 29 in the United States and 1 in Canada. MLB i ...
players in lifetime OPS, with at least 3,000 plate appearances , were:
#
Babe Ruth
George Herman "Babe" Ruth (February 6, 1895 – August 16, 1948) was an American professional Baseball in the United States, baseball player whose career in Major League Baseball (MLB) spanned 22 seasons, from 1914 through 1935. Nickna ...
, 1.1636
#
Ted Williams
Theodore Samuel Williams (August 30, 1918 – July 5, 2002) was an American professional baseball player and manager. He played his entire 19-year Major League Baseball (MLB) career, primarily as a left fielder, for the Boston Red Sox from 193 ...
, 1.1155
#
Lou Gehrig
Henry Louis Gehrig ( ; June 19, 1903June 2, 1941), also known as Heinrich Ludwig Gehrig, was an American professional baseball first baseman who played 17 seasons in Major League Baseball (MLB) for the New York Yankees (1923–1939). Gehrig was ...
, 1.0798
#
Oscar Charleston, 1.0632
#
Barry Bonds
Barry Lamar Bonds (born July 24, 1964) is an American former professional baseball left fielder who played 22 seasons in Major League Baseball (MLB). Bonds was a member of the Pittsburgh Pirates from 1986 to 1992 and the San Francisco Giants f ...
, 1.0512
#
Jimmie Foxx
James Emory Foxx (October 22, 1907 – July 21, 1967), nicknamed "Double X" and "the Beast", was an American professional baseball first baseman who played 20 seasons in Major League Baseball (MLB) for the Philadelphia Athletics, Boston Red ...
, 1.0376
#
Turkey Stearnes
Norman Thomas "Turkey" Stearnes (May 8, 1901 – September 4, 1979) was an American baseball center fielder. He played 18 years in the Negro leagues, including nine years with the Detroit Stars (1923–1931), six years with the Chicago American ...
, 1.0340
#
Mule Suttles, 1.0276
#
Hank Greenberg, 1.0169
#
Rogers Hornsby
Rogers Hornsby (April 27, 1896 – January 5, 1963), nicknamed "the Rajah", was an American baseball infielder, manager (baseball), manager, and coach (baseball), coach who played 23 seasons in Major League Baseball (MLB). He played for the St. ...
, 1.0103
The top five were all left-handed batters. Jimmie Foxx has the highest career OPS for a right-handed batter.
The top ten single-season performances in MLB are:
#
Josh Gibson, 1.4744 ()
#Josh Gibson, 1.4271 ()
#
Barry Bonds
Barry Lamar Bonds (born July 24, 1964) is an American former professional baseball left fielder who played 22 seasons in Major League Baseball (MLB). Bonds was a member of the Pittsburgh Pirates from 1986 to 1992 and the San Francisco Giants f ...
, 1.4217 ()
#
Charlie Smith, 1.4214 ()
#Barry Bonds, 1.3807 ()
#
Babe Ruth
George Herman "Babe" Ruth (February 6, 1895 – August 16, 1948) was an American professional Baseball in the United States, baseball player whose career in Major League Baseball (MLB) spanned 22 seasons, from 1914 through 1935. Nickna ...
, 1.3791 ()
#Barry Bonds, 1.3785 ()
#Babe Ruth, 1.3586 ()
#
Mule Suttles, 1.3489 ()
#Mule Suttles, 1.3247 ()
Gibson holds the highest single-season OPS for a right-hander, while Barry Bonds holds the record for a left-hander. Since 1944, the highest single-season OPS for a right-hander is 1.2224 by
Mark McGwire
Mark David McGwire (born October 1, 1963), nicknamed "Big Mac", is an American former professional baseball first baseman who played 16 seasons in Major League Baseball (MLB) from 1986 to 2001 for the Oakland Athletics and the St. Louis Card ...
in , which was 28th all-time.
Adjusted OPS (OPS+)
OPS+, adjusted OPS, is a closely related statistic. OPS+ is OPS adjusted for the park and the league in which the player played. An OPS+ of 100 is defined to be the league average. An OPS+ of 150 or more is excellent and 125 very good, while an OPS+ of 75 or below is poor.
The basic equation for OPS+ is
where *lgOBP is the park-adjusted OBP of the league and *lgSLG is the park-adjusted SLG of the league.
A common misconception is that OPS+ closely matches the ratio of a player's OPS to that of their league. In fact, due to the additive nature of the two components in OPS+, a player with an OBP and SLG both 50% better than the league average in those metrics will have an OPS+ of 200 (twice the league average OPS+) while still having an OPS that is only 50% better than the average OPS of the league. It would be a better (although not exact) approximation to say that a player with an OPS+ of 150 produces 50% more ''runs'', in a given set of plate appearances than a player with an OPS+ of 100 (though see clarification above, under "History").
Leaders in OPS+
Through the end of the 2024 season, the career top twenty leaders in OPS+ (minimum 3,000 plate appearances) were:
#
Babe Ruth
George Herman "Babe" Ruth (February 6, 1895 – August 16, 1948) was an American professional Baseball in the United States, baseball player whose career in Major League Baseball (MLB) spanned 22 seasons, from 1914 through 1935. Nickna ...
, 206
#
Ted Williams
Theodore Samuel Williams (August 30, 1918 – July 5, 2002) was an American professional baseball player and manager. He played his entire 19-year Major League Baseball (MLB) career, primarily as a left fielder, for the Boston Red Sox from 193 ...
, 191
#
Oscar Charleston, 184
#
Barry Bonds
Barry Lamar Bonds (born July 24, 1964) is an American former professional baseball left fielder who played 22 seasons in Major League Baseball (MLB). Bonds was a member of the Pittsburgh Pirates from 1986 to 1992 and the San Francisco Giants f ...
, 182
#
Lou Gehrig
Henry Louis Gehrig ( ; June 19, 1903June 2, 1941), also known as Heinrich Ludwig Gehrig, was an American professional baseball first baseman who played 17 seasons in Major League Baseball (MLB) for the New York Yankees (1923–1939). Gehrig was ...
, 179
#
Turkey Stearnes
Norman Thomas "Turkey" Stearnes (May 8, 1901 – September 4, 1979) was an American baseball center fielder. He played 18 years in the Negro leagues, including nine years with the Detroit Stars (1923–1931), six years with the Chicago American ...
, 177
#
Rogers Hornsby
Rogers Hornsby (April 27, 1896 – January 5, 1963), nicknamed "the Rajah", was an American baseball infielder, manager (baseball), manager, and coach (baseball), coach who played 23 seasons in Major League Baseball (MLB). He played for the St. ...
, 175
#
Aaron Judge
Aaron James Judge (born April 26, 1992) is an American professional baseball right fielder for the New York Yankees of Major League Baseball (MLB). He is a six-time MLB All-Star and two-time American League (AL) Most Valuable Player Award (MVP ...
, 173
#Mike Trout
Michael Nelson Trout (born August 7, 1991) is an American professional baseball outfielder for the Los Angeles Angels of Major League Baseball (MLB). Trout is an 11-time Major League Baseball All-Star Game, All-Star, three-time American League (A ...
, 173
#Mickey Mantle
Mickey Charles Mantle (October 20, 1931 – August 13, 1995), nicknamed "the Mick" and "the Commerce Comet", was an American professional baseball player who played his entire Major League Baseball (MLB) career (1951–1968) with the New York ...
, 172
# Mule Suttles, 172
# Dan Brouthers, 171
# Joe Jackson, 170
#Ty Cobb
Tyrus Raymond Cobb (December 18, 1886 – July 17, 1961), nicknamed "the Georgia Peach", was an American professional baseball center fielder. A native of rural Narrows, Georgia, Cobb played 24 seasons in Major League Baseball (MLB). He spent ...
, 168
# Pete Browning, 163
#Jimmie Foxx
James Emory Foxx (October 22, 1907 – July 21, 1967), nicknamed "Double X" and "the Beast", was an American professional baseball first baseman who played 20 seasons in Major League Baseball (MLB) for the Philadelphia Athletics, Boston Red ...
, 163
#Mark McGwire
Mark David McGwire (born October 1, 1963), nicknamed "Big Mac", is an American former professional baseball first baseman who played 16 seasons in Major League Baseball (MLB) from 1986 to 2001 for the Oakland Athletics and the St. Louis Card ...
, 163
# Dave Orr, 162
# Juan Soto, 160
# Hank Greenberg, 159
#Stan Musial
Stanley Frank Musial (; born Stanislaw Franciszek Musial; November 21, 1920 – January 19, 2013), nicknamed "Stan the Man", was an American baseball outfielder and first baseman. Widely considered to be one of the greatest and most consistent ...
, 159
The only purely right-handed batters to appear on this list are Hornsby, Judge, Trout, Suttles, Browning, Foxx, McGwire, Orr, and Greenberg. Mantle is the only switch-hitter in the group.
The top ten single-season performances were:
# Josh Gibson, 281 ()
#Josh Gibson, 273 ()
#Barry Bonds
Barry Lamar Bonds (born July 24, 1964) is an American former professional baseball left fielder who played 22 seasons in Major League Baseball (MLB). Bonds was a member of the Pittsburgh Pirates from 1986 to 1992 and the San Francisco Giants f ...
, 268 ()
#Barry Bonds, 263 ()
#Barry Bonds, 259 ()
# Fred Dunlap, 256 () *
#Babe Ruth
George Herman "Babe" Ruth (February 6, 1895 – August 16, 1948) was an American professional Baseball in the United States, baseball player whose career in Major League Baseball (MLB) spanned 22 seasons, from 1914 through 1935. Nickna ...
, 255 ()
# Mule Suttles, 253 ()
# Oscar Charleston, 251 ()
#Josh Gibson, 251 ()
* Fred Dunlap's historic 1884 season came in the Union Association
The Union Association was an American professional baseball league which competed with Major League Baseball, lasting for just the 1884 season. St. Louis won the pennant and joined the National League the following season.
Seven of the twelv ...
, which some baseball experts consider not to be a true major league. If Dunlap's seasons was to be eliminated from the list, Charleston's 1921 season would be on the list.
Criticism
Despite its simple calculation, OPS is a controversial measurement. OPS weighs on-base percentage and slugging percentage equally. However, on-base percentage correlates better with scoring runs. Statistics such as wOBA build on this distinction using linear weights. Additionally, the components of OPS are not typically equal (league-average slugging percentages are usually 75–100 points higher than league-average on-base percentages). As a point of reference, the OPS for all of Major League Baseball in 2024 was .711.
See also
*Sabermetrics
Sabermetrics (originally SABRmetrics) is the original or blanket term for sports analytics in the US, the empirical analysis of baseball, especially the development of advanced metrics based on baseball statistics that measure in-game activity ...
* Gross production average
Notes
References
*
*
{{DEFAULTSORT:On-Base Plus Slugging
Batting statistics