How Otto Ray's Walks Compares to Similar Players

Otto Ray totaled 54 career Walks, below the league average of 64.1 — a level that fell short of typical league production. His best Walks season came in 1921, posting 19. The lowest point came in 1923 at 6. Output was consistent through the final seasons. The Walks total went from 11 in 1922 to 6 in 1923 and 10 in 1924, falling over the span. The consistent output characterized his final seasons. Significant season-to-season variance characterizes the Walks profile — ranging from 6 to 19 — though the career average fell below league norms.

Otto Ray Lifetime Walks and Similar Stats

Stats similar to Walks for Otto Ray
Otto Ray
Walks
Otto Ray
Intentional Walks
Otto Ray
Walks Per Strikeout
Career54010.8
Season Avg.10.8010.8
162 Game Avg.45.33010.8
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Otto Ray Walks Per Season

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

Otto Ray Walks by Team

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

Otto Ray Cumulative Walks — Career Progression

A running total of Otto Ray'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.
Otto Ray Walks year-over-year waterfall chart

Otto Ray Walks Distribution vs. Comparable Players

Each box summarizes Otto Ray'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.
Otto Ray Walks distribution box chart versus comparable players

Otto Ray Walks — Season-by-Season Breakdown

Every season of Otto Ray'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.
Otto Ray Walks season-by-season breakdown table