How Ice Box Chamberlain's Walks Compares to Similar Players

Ice Box Chamberlain totaled 1,065 career Walks, well above the relief pitcher average of 115.5 — production that significantly underperformed against league baselines. His strongest Walks season came in 1896, posting 5, well below the relief pitcher average of 67.7 that year. The highest point came in 1891 at 206, well above the relief pitcher average of 102.5 that year. The Walks trended upward through the final seasons. The Walks total went from 112 in 1893 to 91 in 1894 and 5 in 1896, falling over the span. The upward arc continued through his final campaign. Significant season-to-season variance characterizes the Walks profile — ranging from 5 to 206 — though the career average remained well below league norms.

Ice Box Chamberlain Lifetime Walks and Similar Stats

Stats similar to Walks for Ice Box Chamberlain
Ice Box Chamberlain
Walks
Ice Box Chamberlain
Intentional Walks
Ice Box Chamberlain
Walks Allowed Per 9 Innings
Career106503.8
Season Avg.106.503.8
162 Game Avg.537.4803.8
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Ice Box Chamberlain Walks Per Season

Ice Box Chamberlain's Walks for each season of his MLB career, plotted against that year's league average. Switch between comparisons — National League, Hall of Fame, RP, North America, or players born in the same country — to see how he stacked up year by year.
Ice Box Chamberlain Walks per season line chart

Ice Box Chamberlain Walks by Team

Ice Box Chamberlain's career Walks totals broken down by each team he played for, ordered by when he first joined that team.
Ice Box Chamberlain career Walks by team bar chart

Ice Box Chamberlain Cumulative Walks — Career Progression

A running total of Ice Box Chamberlain's career Walks, plotted season by season. Each point shows the cumulative figure through the end of that year, making it easy to see when he reached key milestones and how his pace changed over time.
Ice Box Chamberlain Walks year-over-year waterfall chart

Ice Box Chamberlain Walks Distribution vs. Comparable Players

Each box summarizes Ice Box Chamberlain's seasonal Walks 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.
Ice Box Chamberlain Walks distribution box chart versus comparable players

Ice Box Chamberlain Walks — Season-by-Season Breakdown

Every season of Ice Box Chamberlain's MLB career with Walks 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.
Ice Box Chamberlain Walks season-by-season breakdown table