How Carl Ray's Walks Compares to Similar Players

Carl Ray totaled 20 career Walks, well below the starting pitcher average of 265.9 — a mark that ranked among the best of his era. Across 2 seasons, the Walks arc showed a promising start, with limited data making longer-term conclusions premature. With 2 seasons of data, the Walks arc was above league norms — too limited for reliable trend analysis. Significant season-to-season variance characterizes the Walks profile — ranging from 6 to 14 — though the career average remained well above league norms.

Carl Ray Lifetime Walks and Similar Stats

Stats similar to Walks for Carl Ray
Carl Ray
Walks
Carl Ray
Intentional Walks
Carl Ray
Walks Allowed Per 9 Innings
Career20010.8
Season Avg.10010.8
162 Game Avg.648010.8
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Carl Ray Walks Per Season

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

Carl Ray Walks by Team

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

Carl Ray Cumulative Walks — Career Progression

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

Carl Ray Walks Distribution vs. Comparable Players

Each box summarizes Carl 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.
Carl Ray Walks distribution box chart versus comparable players

Carl Ray Walks — Season-by-Season Breakdown

Every season of Carl 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.
Carl Ray Walks season-by-season breakdown table