How Cotton Williams's Range Factor Compares to Similar Players

Cotton Williams posted a career Range Factor of 1.95, well below the league average of 3.33 — production that significantly underperformed against league baselines. His best Range Factor season came in 1945, posting 2.67. The lowest point came in 1948 at 1.39. Output was consistent through the final seasons. The figure moved from 1.5 in 1946 to 1.82 in 1947 and 1.39 in 1948. The consistent output characterized his final seasons. Significant season-to-season variance characterizes the Range Factor profile — ranging from 1.39 to 2.67 — though the career average remained well below league norms.

Cotton Williams Lifetime Range Factor

Stats similar to Range Factor for Cotton Williams
Cotton Williams
Range Factor
Career1.949
Season Avg.1.949
162 Game Avg.1.949
More InfoSee More

Cotton Williams Range Factor Per Season

Cotton Williams's Range Factor for each season of his MLB career, plotted against that year's league average. Switch between comparisons — Negro National League II, Hall of Fame, SP, North America, or players born in the same country — to see how he stacked up year by year.
Cotton Williams Range Factor per season line chart

Cotton Williams Range Factor by Team

Cotton Williams's career Range Factor totals broken down by each team he played for, ordered by when he first joined that team.
Cotton Williams career Range Factor by team bar chart

Cotton Williams Range Factor Year-Over-Year Change

A waterfall chart tracking how Cotton Williams's career Range Factor shifted from season to season. Each bar represents the change added to his career total that year, making peak and decline phases easy to spot.
Cotton Williams Range Factor year-over-year waterfall chart

Cotton Williams Range Factor Distribution vs. Comparable Players

Each box summarizes Cotton Williams's seasonal Range Factor alongside a selected comparison group across all seasons he played. The box covers the middle 50% of seasons, the center line is the median, and the whiskers extend to the min and max. A tighter box means more consistency; a higher median means more output. Use the selector to switch comparison groups.
Cotton Williams Range Factor distribution box chart versus comparable players

Cotton Williams Range Factor — Season-by-Season Breakdown

Every season of Cotton Williams's MLB career with Range Factor alongside league, Hall of Fame, positional, birth region, and country-of-birth averages for that year. Career totals include sum, average, min, max, and median.

Note: A dash (—) means no qualifying players existed in that comparison group for that season. Most commonly this happens for the Hall of Fame group.
Cotton Williams Range Factor season-by-season breakdown table