How Chris Ray's Walks Compares to Similar Players

Chris Ray totaled 123 career Walks, near the relief pitcher average of 115.5 — a profile that tracked closely with league norms. His strongest Walks season came in 2011, posting 12, well below the relief pitcher average of 16.7 that year. The highest point came in 2006 at 27, well above the relief pitcher average of 18.1 that year. The Walks trended upward through the final seasons. The Walks total went from 23 in 2009 to 25 in 2010 and 12 in 2011, falling over the span. The upward arc continued through his final campaign. Some season-to-season variance runs through the career line, but the career average tracked near league norms across 6 seasons.

Chris Ray Lifetime Walks and Similar Stats

Stats similar to Walks for Chris Ray
Chris Ray
Walks
Chris Ray
Intentional Walks
Chris Ray
Walks Allowed Per 9 Innings
Career123183.94
Season Avg.20.533.94
162 Game Avg.70.4110.33.94
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Chris Ray Walks Per Season

Chris 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, RP, North America, or players born in the same country — to see how he stacked up year by year.
Chris Ray Walks per season line chart

Chris Ray Walks by Team

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

Chris Ray Cumulative Walks — Career Progression

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

Chris Ray Walks Distribution vs. Comparable Players

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

Chris Ray Walks — Season-by-Season Breakdown

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