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Used to evaluate batter performance in baseball and cricket.
Web Developer & Data Tools Specialist · 5+ years experience
Batting Average is one of baseball's oldest, most recognized, and most intuitive offensive statistics. Calculated by dividing total hits by total at-bats, it measures how often a batter successfully reaches base via a hit. While simple in concept, batting average remains a cornerstone metric for evaluating offensive consistency — valuable for coaches, scouts, fantasy players, and casual fans alike. It provides an immediate snapshot of how reliably a player makes contact and reaches base safely, which remains the foundation of all offensive production in both baseball and cricket.
Batting average has roots dating back to 18th-century cricket, where it measured how often a batsman scored runs per dismissal. The stat was introduced to baseball by pioneering sportswriter Henry Chadwick in the 1850s and became an official MLB statistic by the late 1800s. For much of baseball's history, batting average was the primary and often only measure of offensive value — a .300 hitter was automatically considered a star. The Moneyball era of the early 2000s challenged its primacy, but batting average remains deeply embedded in how the sport talks about and judges hitters at every level.
Batting average originated in 18th-century English cricket as a way to measure how consistently a batsman scored runs before being dismissed. It was one of the very first statistical measures ever applied to any sport, making it a genuine pioneer of the entire concept of sports analytics.
Henry Chadwick, widely regarded as the father of baseball statistics, introduced batting average to the sport in the 1850s by adapting the concept directly from cricket. It quickly became the most recognized number in the game and remained the defining measure of offensive performance for over a century.
In MLB, .300 or above is considered excellent and earns recognition as an elite contact hitter. A .250 average represents the rough league benchmark, while falling consistently below .220 often puts a starting player's roster spot at serious risk regardless of other contributions they make.
Batting average only counts hits, completely ignoring walks, hit-by-pitches, and extra-base power. That is why modern analysts pair it with On-Base Percentage — which includes walks — and OPS, which also captures slugging power, creating a far more complete picture of a hitter's total offensive value.
Ty Cobb leads all MLB hitters with a career .366 batting average — a record that has stood for over a century and is considered essentially unbreakable by modern standards. Rogers Hornsby (.358) and Shoeless Joe Jackson (.356) complete the top three, all from the game's earliest professional decades.
In cricket, batting averages operate on an entirely different scale — a Test batting average of 50 is considered truly elite, and Sir Donald Bradman's career average of 99.94 is widely regarded as the single greatest statistical achievement in the history of any professional sport worldwide.
In MLB, a .300 or higher batting average is considered elite — only a small fraction of hitters achieve this each season. A .270–.299 range is solid and above average, .250–.269 is approximately league average, and anything below .220 is typically a concern for any regular starter. Context matters significantly: a .280 average during a pitcher-dominated era carries more value than the same number during an offensive explosion. All-time greats like Ty Cobb (.366 career), Rogers Hornsby (.358), and Ted Williams (.344) set standards that remain virtually untouchable in the modern game.