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Batting average



 
 
Batting average is a statistic
Statistic

A statistic is the result of applying a function to a Data set.More formally, statistical theory defines a statistic as a function of a sample where the function itself is independent of the sample's distribution: the term is used both for the function and for the value of the function on a given sample....
 in both cricket
Cricket

Cricket is a Bat-and-ball games team sport that originated in southern England. The earliest definite reference is dated 1598, and it is now played in more than 100 countries....
 and baseball
Baseball

Baseball is a bat-and-ball sport played between two team sport of nine players each. The goal of baseball is to score run by hitting a thrown Baseball with a baseball bat and touching a series of four markers called base arranged at the corners of a ninety-foot square, or diamond. Players on one team take turns hitting against...
 measuring the performance of cricket batsmen
Batsman

File:BrianLaraUkexpat.jpgA batsman in the sport of cricket is, depending on context:* Any player in the act of batting .* A player whose speciality in the game is batting....
 and baseball hitters, respectively. The two statistics are related, in that baseball averages are directly descended from the concept of cricket averages.

ricket, a player's batting average is the total number of runs
Run (cricket)

In the sport of cricket, a run is the basic unit of Score . Runs are scored by a batsman, and the aggregate of the scores of a team's batsmen constitutes the team's score....
 he has scored divided by the number of times he has been out
Dismissal (cricket)

In the sport of cricket, a dismissal occurs when the batsman is out . At this point a batsman must discontinue Batting and leave the field permanently for the innings....
.






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Encyclopedia


Batting average is a statistic
Statistic

A statistic is the result of applying a function to a Data set.More formally, statistical theory defines a statistic as a function of a sample where the function itself is independent of the sample's distribution: the term is used both for the function and for the value of the function on a given sample....
 in both cricket
Cricket

Cricket is a Bat-and-ball games team sport that originated in southern England. The earliest definite reference is dated 1598, and it is now played in more than 100 countries....
 and baseball
Baseball

Baseball is a bat-and-ball sport played between two team sport of nine players each. The goal of baseball is to score run by hitting a thrown Baseball with a baseball bat and touching a series of four markers called base arranged at the corners of a ninety-foot square, or diamond. Players on one team take turns hitting against...
 measuring the performance of cricket batsmen
Batsman

File:BrianLaraUkexpat.jpgA batsman in the sport of cricket is, depending on context:* Any player in the act of batting .* A player whose speciality in the game is batting....
 and baseball hitters, respectively. The two statistics are related, in that baseball averages are directly descended from the concept of cricket averages.

Cricket

Cricketbattingaveragehistogram
In cricket, a player's batting average is the total number of runs
Run (cricket)

In the sport of cricket, a run is the basic unit of Score . Runs are scored by a batsman, and the aggregate of the scores of a team's batsmen constitutes the team's score....
 he has scored divided by the number of times he has been out
Dismissal (cricket)

In the sport of cricket, a dismissal occurs when the batsman is out . At this point a batsman must discontinue Batting and leave the field permanently for the innings....
. Since the number of runs a player scores and how often he gets out are primarily measures of his own playing ability, and largely independent of his team mates, batting average is a good statistic for describing an individual player's skill as a batsman. The number is also simple to interpret intuitively, being approximately the average number of runs the batsman scores per innings. Batting average has been used to gauge cricket players' relative skills since the 18th century.

Most players have career batting averages in the range 5 to 50:
  • Between 30 and 50 is typical for specialist batsmen
    Batsman

    File:BrianLaraUkexpat.jpgA batsman in the sport of cricket is, depending on context:* Any player in the act of batting .* A player whose speciality in the game is batting....
     and genuine all-rounder
    All-rounder

    An all-rounder is a cricket player who regularly performs well at both batsman and bowler . Although all bowlers must bat and most batsmen do bowl occasionally, most players are skilled in only one of the two disciplines and are considered specialists....
    s. This is also the desirable range for wicket-keeper
    Wicket-keeper

    File:Stumping edited.jpgThe wicket-keeper in the sport of cricket is the player on the fielding who stands behind the wicket being guarded by the batsman currently on strike....
    s, though some fall short and make up for it with keeping skill. Players who can sustain an average above 50 through a career are considered exceptional.
  • All-rounders who are in practice more prominent bowlers
    Bowler (cricket)

    File:Kumble edited.jpgA bowler in the sport of cricket is usually a player whose speciality is bowling , analogous to a pitcher in baseball....
     than batsmen typically average something between 20 and 30.
  • 15 and under is typical for specialist bowlers.


Career records for batting average are usually subject to a minimum qualification of 20 innings
Innings

An inning, or innings, is a fixed-length segment of a game in any of a variety of sports – most notably cricket and baseball during which one team attempts to score while the other team attempts to prevent the first from scoring....
 played, in order to exclude batsmen who have not played enough games for their skill to be reliably assessed. Under this qualification, the highest Test
Test cricket

Test cricket is the longest form of the sport of cricket. It has long been considered the ultimate test of playing ability between cricketing nations....
 batting average belongs to Australia
Australian cricket team

The Australian cricket team is the national cricket team of Australia. It is the equal oldest team in Test cricket, having played in the History of Test cricket from 1877 to 1883 in 1877 ....
's Sir Donald Bradman
Donald Bradman

Sir Donald George Bradman, Order of Australia , often referred to as The Don, was an Australian cricketer, widely acknowledged as the greatest batsman of all time....
, with 99.94. Given that a career batting average over 50 is exceptional, and that only four other players
List of Test cricket records

This is a list of Test cricket records; that is, world record team and individual performances in Test cricket. Records for the short form of international cricket, One Day Internationals, are at List of One-Day International cricket records....
 have averages over 60, this is an outstanding statistic. The fact that Bradman's average is so far above that of any other cricketer has led several statisticians to argue that, statistically at least, he was the greatest sportsman in any sport.

Batting averages in One Day International (ODI) cricket tend to be lower than in Test cricket, because of the need to score runs more quickly and take riskier strokes and the lesser emphasis on building a large innings.

Batting averages are affected by the number of not-outs (innings in which the batsman has not been dismissed). For example Phil Tufnell
Phil Tufnell

Philip Clive Roderick "Tuffers" Tufnell is an England television personality and former cricketer....
, who was noted for his poor batting, has an apparently respectable ODI average of 15 (from 20 games), despite a highest score of only 5* and an overall run total of 15.

A different, and more recently developed, statistic which is also used to gauge the effectiveness of batsmen is the strike rate
Strike rate

Strike rate refers to two different cricket statistics in the sport of cricket. Batting strike rate is a measure of how frequently a batsman achieves the primary goal of batting , namely scoring run ....
. It measures a different concept however - how quickly the batsman scores (nomer of runs from 100 balls) - so it does not supplant the role of batting average. It is used particularly in limited overs matches
One-day cricket

File:Members area and view of ground.jpgLimited overs cricket, also known as one-day cricket and in a slightly different context as List A cricket, is a version of the sport of cricket in which a match is generally completed in one day, whereas Test cricket and first-class cricket matches can take up to five days to complete....
, where the speed at which a batsman scores is more important than it is in first-class cricket.

Leading Test batting averages (retired batsmen) ranked in order of average

(Source: Cricinfo Statsguru 1 March 2008)

Rank Batsman Tests Innings N.O. Runs Highest Ave Career dates
1D.G. Bradman
Donald Bradman

Sir Donald George Bradman, Order of Australia , often referred to as The Don, was an Australian cricketer, widely acknowledged as the greatest batsman of all time....
52 80 10 6996 334 99.94 1928–1948
2R.G. Pollock
Graeme Pollock

Robert Graeme Pollock, known as Graeme, is a former cricketer. He played in 23 Test cricket for South African national cricket team and represented Transvaal cricket team and Eastern Province cricket team at domestic level....
23 41 4 2256 274 60.97 1963–1970
3G.A. Headley
George Headley

George Alphonso Headley was a West Indies cricketer. He is universally acknowledged as one of the finest batsmen of all time and his career batting average in Test cricket, an exceptional 60.83, is the third highest of any player with a completed career, behind Don Bradman and Graeme Pollock....
22 40 4 2190 270* 60.83 1930–1954
4H. Sutcliffe
Herbert Sutcliffe

Herbert Sutcliffe was an English cricket who is universally regarded as one of the greatest-ever opening batsman. His Test cricket batting average of 60.73 is the fourth highest of any player with a completed career, behind only Don Bradman, Graeme Pollock and George Headley....
54 84 9 4555 194 60.73 1924–1935
5E. Paynter
Eddie Paynter

Edward Paynter was an England cricketer: an attacking batsman and excellent fielder. His Test cricket batting average of 59.23 is the fifth highest of all time, and second only to Herbert Sutcliffe amongst Englishmen; against Australian cricket team alone Paynter averaged an extraordinary 84.42....
20 31 5 1540 243 59.23 1931–1939
6K.F. Barrington
Ken Barrington

Kenneth Frank Barrington, generally known as Ken or Kenny, was an English cricketer who played for the English Test cricket and Surrey County Cricket Club....
82 131 15 6806 256 58.67 1955–1968
7E.D. Weekes
Everton Weekes

Sir Everton DeCourcy Weekes, Order of St Michael and St George, Gold Crown of Merit, Order of the British Empire is a leading former West Indian cricket team cricketer who, along with Frank Worrell and Clyde Walcott was known as "The Three Ws" of West Indian cricket....
48 81 5 4455 207 58.61 1948–1958
8W.R. Hammond
Wally Hammond

Walter Reginald "Wally" Hammond was an England cricketer, who played for Gloucestershire County Cricket Club and England cricket team, primarily as a batsman, in a career that straddled the Second World War....
85 140 16 7249 336* 58.45 1927–1947
9G.S. Sobers
Garfield Sobers

Sir Garfield St Aubrun Sobers Order of Australia is a former cricketer who captained West Indies cricket team. His first name of Garfield is variously abbreviated as Gary or Garry....
93 160 21 8032 365* 57.78 1954–1974
10J.B. Hobbs
Jack Hobbs

Sir John Berry Hobbs , generally known as Jack Hobbs, played cricket for Surrey County Cricket Club and English cricket team. Renowned as a very modest and self-effacing man, he was popularly referred to as "The Master"....
61 102 7 5410 211 56.94 1908–1930


Table shows retired players only, with at least 20 innings completed. * denotes not out.

For more comprehensive statistics, see List of cricket batting averages
List of cricket batting averages

This is a list of Test cricket and One Day International cricket batting averages....
.

Baseball

In baseball, the batting average (BA) is defined as the ratio of hits to at bat
At bat

In baseball, an at bat or time at bat is used to calculate certain baseball statistics, including batting average, on base percentage, and slugging percentage....
s.

Henry Chadwick, an English
England

native_name =|conventional_long_name = England|common_name = England|image_flag = Flag of England.svg|image_coat = England COA.svg|symbol_type = Royal Coat of Arms...
 statistician raised on cricket, was an influential figure in the early history of baseball. In the late 19th century he adapted the concept behind the cricket batting average to devise a similar statistic for baseball. Rather than simply copy cricket's formulation of runs
Run (baseball)

In baseball, a run is scored when a player advances around first, second and third baseball field and returns out to home plate, touching the bases in that order, before three out are recorded....
 scored divided by outs
Out (baseball)

In baseball, an out occurs when the defensive, or baseball positions, team effects any of a number of different events, and the umpire rules a Batter or baserunner out....
, he realised that hits divided by at bats would provide a better measure of individual batting ability. This is because of an intrinsic difference between the two sports; scoring runs in cricket is dependent almost only on one's own batting skill, whereas in baseball it is largely dependent on having other good hitters in your team. Chadwick noted that hits are independent of teammates' skills, so used this as the basis for the baseball batting average. His reason for using at bats rather than outs is less obvious, but it leads to the intuitive idea of the batting average being a percentage reflecting how often a batter gets on base, whereas hits divided by outs is not as simple to interpret in real terms.

In modern times, a season batting average higher than .300 is considered to be excellent, and an average higher than .400 a nearly unachievable goal. The last player to do so, with enough plate appearances to qualify for the batting championship, was Ted Williams
Ted Williams

Theodore Samuel "Ted" Williams also nicknamed The Kid, the Splendid Splinter, Teddy Ballgame and The Thumper, was an United States left fielder in Major League Baseball....
 of the Boston Red Sox
Boston Red Sox

The Boston Red Sox are a professional baseball team based in . The Red Sox are a member of the Major League Baseball?s American League East. Since , the Red Sox's home ballpark has been Fenway Park....
, who hit .406 in 1941, though the best modern players either threaten to or actually do achieve it occasionally, if only for brief periods of time.

Ty Cobb
Ty Cobb

Tyrus Raymond "Ty" Cobb , nicknamed "The Georgia Peach," was a Major league baseball player and is regarded by historians and journalists as the best player of the dead-ball era and as one of the greatest players of all time....
 holds the record for highest career batting average with .367, 9 points higher than Rogers Hornsby
Rogers Hornsby

Rogers Hornsby , nicknamed "The Rajah", was a Major League Baseball second baseman and manager . Hornsby's first name, Rogers, was his mother's maiden name....
 who has the second highest average in history at .358. Cobb's career batting average record will probably never be broken, since even the best of modern hitters find it difficult to hit higher than .360 in more than one or two seasons, let alone consistently throughout their entire careers. The record for lowest career batting average for a player with more than 2,500 at-bats belongs to Bill Bergen
Bill Bergen

William Aloysius "Bill" Bergen was a Major League Baseball catcher in the early 20th century. Bill Bergen was born in North Brookfield, Massachusetts on June 13, 1878....
, a catcher who played from 1901 to 1911 and recorded a .170 average in 3,028 career at-bats. The modern-era record for highest batting average for a season is held by Napoleon Lajoie, who hit .426 in 1901, the first year of play for the American League
American League

The American League of Professional Baseball Clubs, or simply the American League , is one of two leagues that make up Major League Baseball in the United States and Canada....
. The modern-era record for lowest batting average for a player that qualified for the batting title is held by Rob Deer
Rob Deer

Robert George Deer is a former United States baseball player. He attended Canyon High School in Anaheim, California and Fresno City College, and was drafted by the San Francisco Giants in the 4th round of the 1978 amateur draft....
, who hit .179 in 1991. The highest batting average for a rookie
Rookie

Rookie is a terminology for a person who is in their first year of play of their sport and has little or no professional experience. The term also has the more general meaning of anyone new to a profession, training or activity , or occasionally to a freshman ....
 was .408 in 1908 by Shoeless Joe Jackson
Shoeless Joe Jackson

Joseph Jefferson Jackson , nicknamed "Shoeless Joe", was an United States baseball player who played Major League Baseball in the early part of the 20th century....
.

For non-pitchers, a batting average below .250 is often considered poor, and one below .200 is completely unacceptable. This latter level is known as "The Mendoza Line
Mendoza Line

Category:Baseball statisticsThe Mendoza Line is an informal term used in baseball when a position player's batting average falls below the boundary between extremely poor and merely below-average offensive production, or the offensive threshold below which a player's presence in the Major League Baseball cannot be justified despite their def...
", named for Mario Mendoza
Mario Mendoza

Mario Mendoza is a former Major League Baseball infielder who played for the Pittsburgh Pirates , Seattle Mariners and Texas Rangers .While playing for the Mexico City Reds in 1970, Mendoza was known as Manos de Seda or Silk Hands....
, a stellar defensive shortstop who hit .215 during his Major League career. The league batting average in Major League Baseball for 2004 was just higher than .266, and the all-time league average is between .260 and .275.

Sabermetrics
Sabermetrics

Sabermetrics is the analysis of baseball through objective evidence, especially baseball statistics. The term is derived from the acronym SABR, which stands for the Society for American Baseball Research....
, the study of baseball statistics, considers batting average a weak measure of performance because it does not correlate as well as other measures to runs scored, and because it has little predictive value. Batting average does not take into account walks or power, whereas other statistics such as on-base percentage and slugging percentage
Slugging percentage

In baseball statistics, slugging percentage is a popular measure of the power of a batting . It is calculated as total bases divided by at bats:...
 have been specifically designed to measure such concepts. Adding these statistics together form a player's On-base plus slugging
On-base plus slugging

On-base plus slugging is a baseball statistics calculated as the sum of a player's on-base percentage and slugging percentage. The abilities of a player both to get on base and to hit for power, two important hitting skills, are represented, making it an effective way of measuring the player's offensive worth....
 or "OPS". This is commonly seen as a much better, though not perfect, indicator of a player's overall batting ability as it is a measure of hitting for average, hitting for power and drawing bases on balls
Base on balls

A base on balls is credited to a batting and against a pitcher in baseball statistics when a batter receives four pitches that the umpire calls strike zone....
.

In 1887, Major League Baseball
Major League Baseball

Major League Baseball is the highest level of play in American professional baseball. Specifically, Major League Baseball refers to the organization that operates the National League and the American League, by means of a joint organizational structure that has developed gradually between them since 1903 ....
 counted bases on balls
Base on balls

A base on balls is credited to a batting and against a pitcher in baseball statistics when a batter receives four pitches that the umpire calls strike zone....
 as hits
Hit (baseball)

In baseball statistics, a hit , sometimes called a base hit, is credited to a batting when the batter safely reaches First baseman after hitting the ball into fair ball territory, without the benefit of an error or a fielder's choice....
. The result of this was skyrocketed batting averages, including some near .500, and the experiment was abandoned the following season.

Qualifications for the batting title

The Major League Baseball
Major League Baseball

Major League Baseball is the highest level of play in American professional baseball. Specifically, Major League Baseball refers to the organization that operates the National League and the American League, by means of a joint organizational structure that has developed gradually between them since 1903 ....
 batting average championship (often referred to as "the batting title
List of Major League Baseball batting champions

The batting championship is awarded to the Major League Baseball player in each of the American League and the National League who has the highest batting average in a particular season....
") is awarded annually to the player in each league who has the highest batting average. Ty Cobb
Ty Cobb

Tyrus Raymond "Ty" Cobb , nicknamed "The Georgia Peach," was a Major league baseball player and is regarded by historians and journalists as the best player of the dead-ball era and as one of the greatest players of all time....
 holds the MLB
Major League Baseball

Major League Baseball is the highest level of play in American professional baseball. Specifically, Major League Baseball refers to the organization that operates the National League and the American League, by means of a joint organizational structure that has developed gradually between them since 1903 ....
 (and American League
American League

The American League of Professional Baseball Clubs, or simply the American League , is one of two leagues that make up Major League Baseball in the United States and Canada....
) record for most batting titles, officially winning 11 in his pro career. The National League
National League

The National League of Professional Baseball Clubs, or simply the National League , is the older of two leagues constituting Major League Baseball, and the world's oldest existent professional team sports league....
 record of 8 batting titles is shared by Honus Wagner
Honus Wagner

Johannes Peter "Honus" Wagner , nicknamed "The Flying Dutchman" due to his superb speed and German heritage, was an United States Major League Baseball shortstop who played in the National League from 1897 to 1917, almost entirely for the Pittsburgh Pirates....
 and Tony Gwynn
Tony Gwynn

Anthony Keith Gwynn is a former right fielder in Major League Baseball, statistically one of the best and most consistent hitters in baseball history....
. Most of Cobb's career and all of Wagner's career took place in what is known as the Dead-Ball Era
Dead-ball era

The dead-ball era is a baseball term used to describe the period between 1900 and the emergence of Babe Ruth as a power hitter in 1919. In 1919, Ruth hit a then-league record 29 home runs, a spectacular feat at that time....
, which was characterized by higher batting averages and much less power, whereas Gwynn's career took place in the Live-Ball Era
Live-ball era

The live-ball era, also referred to as the lively ball era, is the period in Major League Baseball beginning in , following the dead-ball era....
.

To determine which players are eligible to win the batting title, the following conditions have been used over the sport’s history...

  • Pre-1920 – A player had to appear in 60% of his team's games to qualify for the league title.
  • 1920-1937- A player must appear in 100 games.
  • 1938-1944 – A player had to appear in 400 at bats to qualify in AL but the NL stayed with 100 games. The lone exception was 1938: By order of the AL president, Jimmie Foxx
    Jimmie Foxx

    James Emory "Jimmie" Foxx was an United States first baseman and noted Slugging percentage in Major League Baseball. Foxx was the second major league player to hit 500 career home runs, and at age 32 years 336 days, is the second youngest to reach that mark, behind Alex Rodriguez....
     (.349, in 149 games and 565 at-bats) was awarded the batting title over rookie Taffy Wright
    Taffy Wright

    Taft Shedron "Taffy" Wright was an outfielder in professional baseball from 1928 to 1949. His first two years were with the Minnesota Twins. He performed well, hitting over .350 the first season and hitting .309 the second....
     (.350, in 100 games and only 263 at-bats).
  • 1945-1956 – A player needed 2.6 at bats per team game. (With the 154-game schedule of the time, that meant a rounded-off 400 at-bats.) Note that from 1951–1954, if the player with the highest average in a league failed to meet the minimum at-bat requirement, the remaining at-bats until qualification (for example, 5, if the player finished the season with 395 ABs) were hypothetically considered hitless at-bats; if his recalculated batting average still topped the league, he was awarded the title.


  • 1957 to the present – A player has needed 3.1 plate appearances per team game; thus, players were no longer penalized for walking so frequently or benefited for walking so rarely. (In 1954, for example, Ted Williams
    Ted Williams

    Theodore Samuel "Ted" Williams also nicknamed The Kid, the Splendid Splinter, Teddy Ballgame and The Thumper, was an United States left fielder in Major League Baseball....
     batted .345 but had only 386 ABs, while topping the AL with 136 walks. Williams thus lost the batting title to Cleveland’s Bobby Avila
    Bobby Avila

    Roberto Francisco "Beto" ?vila Gonz?lez was a Major League Baseball second baseman and right-handed batter who played for the Cleveland Indians , Baltimore Orioles , Boston Red Sox and Atlanta Braves ....
    , who hit .341 in 555 ABs.) In the 154-game schedule, the required number of plate appearances was 477, and since the era of the 162-game schedule, the requisite number of PAs has been 502. (Adjustments to this 502 PA figure have been made during strike-shortened seasons, such as 1981 and 1994.)


Also note that from 1967 to the present, if the player with the highest average in a league fails to meet the minimum plate-appearance requirement, the remaining plate appearances until qualification (for example, 5 PA's, if the player finished the season with 497 plate appearances) are hypothetically considered hitless at-bats; if his recalculated batting average still tops the league, he is awarded the title. (This policy was invoked in 1981, securing Bill Madlock
Bill Madlock

Bill Madlock, Jr. is a former Major League Baseball player. From 1973 to 1987, Madlock was the only right-handed hitter to win a National League batting title....
 his third NL batting crown, and in 1996, when NL titlist Tony Gwynn
Tony Gwynn

Anthony Keith Gwynn is a former right fielder in Major League Baseball, statistically one of the best and most consistent hitters in baseball history....
 finished the year with only 498 PAs.)

The decline of the .400 hitter

A point of interest to baseball followers is that hitting .400 was a special and rare feat in the early 20th century. It was accomplished 13 times between 1900–1941 by 8 players, but has not occurred at all since 1941. Many people have expounded theories on why this is the case.

One theory of particular interest was proposed by biologist and baseball fan Stephen Jay Gould
Stephen Jay Gould

Stephen Jay Gould was a prominent American Paleontology, Evolution, and History of science. He was also one of the most influential and widely read writers of popular science of his generation....
, in his book Full House: The Spread of Excellence From Plato to Darwin
Full House: The Spread of Excellence From Plato to Darwin

Full House: The Spread of Excellence from Plato to Darwin is a book by evolutionary biologist Stephen Jay Gould, published in 1996. It was released in the UK as Life's Grandeur, with the same subtitle....
. According to Gould, the disappearance of the .400 batting average does not indicate a decline of baseball skill, but, quite the contrary – an improvement in skill. He suggests that instead of looking at the extreme values (the best and worst hitters), we should be looking at the statistical distribution of the batting average of all hitters. If we do this, Gould notes that the league average of batting averages has stayed constant over the last century (mostly due to rules being changed whenever this average started to change), but the variance
Variance

In probability theory and statistics, the variance of a random variable, probability distribution, or sample is one measure of statistical dispersion, averaging the squared distance of its possible values from the expected value ....
 has been on a continuous decrease, as all major league baseball players have become better and better. As a result of this decreasing variance, the best and worst batting averages came closer to the league average, and the best batting average dropped below .400.

Since a batter's batting average isn't determined just by the batter's individual skill (as is the case in, say, track and field records), but rather the batter's success against opposing players, the gap in skills of an at-bat narrowed. In the early 20th century, the variance of baseball player skills was still high, so when the top batters played, they had the opportunity to be opposed by both very good and by mediocre players, and as a result had an opportunity to achieve very high batting averages. As baseball became a more professional "industry", variance in player skill came down, and the best batter found himself opposed by consistently very good players, and as a result was not able to achieve as high a batting average as was possible a century earlier.

It is also important to note that pitching strategies have changed dramatically since the era of the .400 hitter. Since the 1950s, pitchers have increasingly tried to strike out hitters, rather than get the hitter to put the ball in play. Hitters also more frequently try to hit home runs, which leads to more strikeouts, but in many cases greater offensive production. Also, it is more acceptable to pitch around strong hitters, and to stop throwing strikes after the first two are thrown in a plate appearance, to try to get the hitter to swing at a ball. Lastly, managers now use many more relievers in an average game. This means that hitters see the same pitcher fewer times in a game (losing the advantage of familiarity), and are more likely to face a fresh pitcher, and even a specialist pitcher brought into a game just to get that specific hitter out.

In general, all of these factors either increase strikeout or walk totals, both of which make it much more difficult to achieve a high ratio of hits to at bats, relative to earlier eras of baseball.

Other possible factors are the increase of the number of games played at night (batting average for day games are higher) and the replacement of a number of older "hitter's paradise" ballparks by stadiums of more uniform dimensions.

All-time leaders

# Player Avg Team(s) Year(s)
1Ty Cobb
Ty Cobb

Tyrus Raymond "Ty" Cobb , nicknamed "The Georgia Peach," was a Major league baseball player and is regarded by historians and journalists as the best player of the dead-ball era and as one of the greatest players of all time....
.367Detroit
Detroit Tigers

The Detroit Tigers are a Major League Baseball team based in Detroit, Michigan. One of the American League's eight charter franchises, the club was founded in Detroit, Michigan in ....
, Philadelphia (AL)
Oakland Athletics

The Oakland Athletics are a professional baseball based in Oakland, California. The Athletics are a member of the American League West of Major League Baseball's American League....
1905–28
2Rogers Hornsby
Rogers Hornsby

Rogers Hornsby , nicknamed "The Rajah", was a Major League Baseball second baseman and manager . Hornsby's first name, Rogers, was his mother's maiden name....
.358St. Louis (NL)
St. Louis Cardinals

The St. Louis Cardinals are a professional baseball team based in St. Louis, Missouri. They are members of the National League Central in the National League of Major League Baseball....
, New York (NL)
San Francisco Giants

The San Francisco Giants are a Major League Baseball team based in , that currently play in the National League West. One of the oldest of the MLB teams, the Giants hold the distinction of having won the most games of any team in the history of organized sports....
, Boston (NL)
Atlanta Braves

The Atlanta Braves are a professional baseball based in Atlanta, Georgia. The Braves are a member of the National League East of Major League Baseball's National League....
, Chicago (NL)
Chicago Cubs

The Chicago Cubs are a professional baseball franchise based in Chicago, Illinois. They are members and currently the two-time defending champions of the National League Central of Major League Baseball's National League....
, St. Louis (NL)
St. Louis Cardinals

The St. Louis Cardinals are a professional baseball team based in St. Louis, Missouri. They are members of the National League Central in the National League of Major League Baseball....
, St. Louis (AL)
Baltimore Orioles

The Baltimore Orioles are a professional baseball based in Baltimore. They are a member of the American League East of Major League Baseball's American League....
1915–37
3Shoeless Joe Jackson
Shoeless Joe Jackson

Joseph Jefferson Jackson , nicknamed "Shoeless Joe", was an United States baseball player who played Major League Baseball in the early part of the 20th century....
.356Philadelphia Athletics
Oakland Athletics

The Oakland Athletics are a professional baseball based in Oakland, California. The Athletics are a member of the American League West of Major League Baseball's American League....
, Cleveland Indians
Cleveland Indians

The Cleveland Indians are a professional baseball based in Cleveland, Ohio, Ohio. They are in the American League Central of Major League Baseball's American League....
, Chicago White Sox
Chicago White Sox

The Chicago White Sox are a Major North American professional sports teams baseball team based in Chicago, Illinois. The White Sox presently play in the American League's American League Central in Major League Baseball....
1908–1920
4Lefty O'Doul
Lefty O'Doul

Francis Joseph "Lefty" O'Doul was an United States Major League Baseball player who went on to become an extraordinarily successful manager in the minor league baseball, and also a vital figure in the establishment of professional baseball in Japan....
.349New York Yankees
New York Yankees

The New York Yankees are a professional baseball based in the Borough of the Bronx, in New York City, New York and are a member of the American League East of Major League Baseball's American League....
, Boston Red Sox
Boston Red Sox

The Boston Red Sox are a professional baseball team based in . The Red Sox are a member of the Major League Baseball?s American League East. Since , the Red Sox's home ballpark has been Fenway Park....
, New York Giants
San Francisco Giants

The San Francisco Giants are a Major League Baseball team based in , that currently play in the National League West. One of the oldest of the MLB teams, the Giants hold the distinction of having won the most games of any team in the history of organized sports....
, Philadelphia Phillies
Philadelphia Phillies

The Philadelphia Phillies are a Major League Baseball team based in Philadelphia, Pennsylvania and are the reigning 2008 World Series champions....
, Brooklyn Dodgers
Los Angeles Dodgers

The Los Angeles Dodgers are a Major League Baseball team based in Los Angeles, USA. The team is in the Western Division of the National League. Established in 1883, the team originated in Brooklyn, New York, where it was known by a number of names before becoming the Brooklyn Dodgers circa 1911....
1919–23 and 1928–34
5Ed Delahanty
Ed Delahanty

Edward James Delahanty , nicknamed "Big Ed", was a Baseball Hall of Fame Major League Baseball player from 1888 to 1903 for the Philadelphia Phillies, Cleveland Infants and Washington Senators , and was known as one of the early great power hitters in the game....
.346Philadelphia (NL)
Philadelphia Phillies

The Philadelphia Phillies are a Major League Baseball team based in Philadelphia, Pennsylvania and are the reigning 2008 World Series champions....
, Cleveland (PL)
Cleveland Infants

The Cleveland Infants was a one year baseball team in the Players' League. They finished with 55 wins and 75 losses. Their home games were played at Brotherhood Park....
, Philadelphia (NL)
Philadelphia Phillies

The Philadelphia Phillies are a Major League Baseball team based in Philadelphia, Pennsylvania and are the reigning 2008 World Series champions....
, Washington
Minnesota Twins

The Minnesota Twins are a professional baseball based in Minneapolis, Minnesota, USA. The Twins are a member of the American League Central of Major League Baseball's American League....
1888–1903
6Tris Speaker
Tris Speaker

Tristram E. Speaker , nicknamed ?Spoke? and ?Grey Eagle? , was an United States Major League Baseball player known as one of the best offensive and defensive center fielders in history....
.345Boston (AL)
Boston Red Sox

The Boston Red Sox are a professional baseball team based in . The Red Sox are a member of the Major League Baseball?s American League East. Since , the Red Sox's home ballpark has been Fenway Park....
, Cleveland
Cleveland Indians

The Cleveland Indians are a professional baseball based in Cleveland, Ohio, Ohio. They are in the American League Central of Major League Baseball's American League....
, Washington
Minnesota Twins

The Minnesota Twins are a professional baseball based in Minneapolis, Minnesota, USA. The Twins are a member of the American League Central of Major League Baseball's American League....
, Philadelphia (AL)
Oakland Athletics

The Oakland Athletics are a professional baseball based in Oakland, California. The Athletics are a member of the American League West of Major League Baseball's American League....
1907–28
7Ted Williams
Ted Williams

Theodore Samuel "Ted" Williams also nicknamed The Kid, the Splendid Splinter, Teddy Ballgame and The Thumper, was an United States left fielder in Major League Baseball....
.344Boston (AL)
Boston Red Sox

The Boston Red Sox are a professional baseball team based in . The Red Sox are a member of the Major League Baseball?s American League East. Since , the Red Sox's home ballpark has been Fenway Park....
1939–41, 1946–60
8Billy Hamilton.344Kansas City (AA)
Kansas City Blues

Kansas City Blues has been the name used by several sports teams in Kansas City, Missouri:* The Kansas City Blues were a National Football League team played in 1924 and were renamed the Cowboys in 1925....
, Philadelphia (NL)
Philadelphia Phillies

The Philadelphia Phillies are a Major League Baseball team based in Philadelphia, Pennsylvania and are the reigning 2008 World Series champions....
, Boston (NL)
Atlanta Braves

The Atlanta Braves are a professional baseball based in Atlanta, Georgia. The Braves are a member of the National League East of Major League Baseball's National League....
1888–1901
9Dan Brouthers
Dan Brouthers

Dennis Joseph "Dan" Brouthers Recognized as the first great slugger in baseball history, and amongst the greatest sluggers of his era, he held the record for career home runs from to , with his final total of 106 tying for the fourth most of the 19th century....
.342Troy, Buffalo
Buffalo Bisons

|name = Buffalo Bisons|founded = 1979|city = Buffalo, New York|misc =|logo = BuffaloBisons.PNG...
, Detroit (NL)
Detroit Wolverines

The Detroit Wolverines were a 19th century baseball team that played in the 19th century National League teams from 1881 to 1888 in the city of Detroit, Michigan....
, Boston (NL)
Atlanta Braves

The Atlanta Braves are a professional baseball based in Atlanta, Georgia. The Braves are a member of the National League East of Major League Baseball's National League....
, Boston (PL)
Boston Reds

The Boston Reds were a 19th century baseball team located in Boston, Massachusetts that played in the Players League in 1890 and in the American Association in 1891....
, Brooklyn (NL)
Los Angeles Dodgers

The Los Angeles Dodgers are a Major League Baseball team based in Los Angeles, USA. The team is in the Western Division of the National League. Established in 1883, the team originated in Brooklyn, New York, where it was known by a number of names before becoming the Brooklyn Dodgers circa 1911....
, Baltimore (NL)
Baltimore Orioles (19th century)

The Baltimore Orioles were a 19th-century American Association and National League team from 1882 in baseball to 1899 in baseball. The club, which featured numerous future Baseball Hall of Famers, won three consecutive National League pennants in the mid-1890s, but were contracted out of the league after the 1899 season....
, Louisville
Louisville Colonels

The Louisville Colonels were a Major League Baseball team that played in the American Association throughout that league's ten-year existence from 1882 in baseball until 1891 in baseball, first as the Louisville Eclipse and later as the Louisville Colonels ; they then joined the National League after the AA folded and played through t...
, Philadelphia (NL)
Philadelphia Phillies

The Philadelphia Phillies are a Major League Baseball team based in Philadelphia, Pennsylvania and are the reigning 2008 World Series champions....
, New York (NL)
San Francisco Giants

The San Francisco Giants are a Major League Baseball team based in , that currently play in the National League West. One of the oldest of the MLB teams, the Giants hold the distinction of having won the most games of any team in the history of organized sports....
1879–96, 1904
9Babe Ruth
Babe Ruth

George Herman Ruth, Jr. , also popularly known as "Babe", "The Bambino", and "The Sultan of Swat", was an United States Major League Baseball baseball player from –....
.342Boston (AL)
Boston Red Sox

The Boston Red Sox are a professional baseball team based in . The Red Sox are a member of the Major League Baseball?s American League East. Since , the Red Sox's home ballpark has been Fenway Park....
, New York (AL)
New York Yankees

The New York Yankees are a professional baseball based in the Borough of the Bronx, in New York City, New York and are a member of the American League East of Major League Baseball's American League....
, Boston (NL)
Atlanta Braves

The Atlanta Braves are a professional baseball based in Atlanta, Georgia. The Braves are a member of the National League East of Major League Baseball's National League....
1914–35


Other contexts

Following from usage in cricket and baseball, batting average has come to be used for other statistical measures of performance.

An example is the Internet Archive
Internet Archive

The Internet Archive is a nonprofit organization dedicated to building and maintaining a free and openly accessible online digital library, including an archive site of the World Wide Web....
, which uses the term in ranking downloads
Uploading and downloading

In networks, uploading and downloading refer to the two canonical directions that information can move, and further defines such data as being copy and file transfer to create a complete file, Progress bar....
. Its "batting average" indicates the correlation
Correlation

In probability theory and statistics, correlation indicates the strength and direction of a linear relationship between two random variables....
 between views of a description page of a downloadable item, and the number of actual downloads of the item. This avoids the effect of popular downloads by volume swamping potentially more focused and useful downloads, producing an arguably more useful ranking.