How Chris Ray's Intentional Walks Compares to Similar Players

Chris Ray totaled 18 career Intentional Walks, well above the relief pitcher average of 11.9 — production that significantly underperformed against league baselines. His strongest Intentional Walks season came in 2006, posting 2, below the relief pitcher average of 2.3 that year. The highest point came in 2009 at 7, well above the relief pitcher average of 1.9 that year. The Intentional Walks trended upward through the final seasons. The Intentional Walks total went from 7 in 2009 to 2 in 2010 and 2 in 2011, falling over the span. The upward arc continued through his final campaign. Significant season-to-season variance characterizes the Intentional Walks profile — ranging from 2 to 7 — though the career average remained well below league norms.

Chris Ray Lifetime Intentional Walks

Stats similar to Intentional Walks for Chris Ray
Chris Ray
Intentional Walks
Career18
Season Avg.3
162 Game Avg.10.3
More InfoSee More

Chris Ray Intentional Walks Per Season

Chris Ray's Intentional 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 Intentional Walks per season line chart

Chris Ray Intentional Walks by Team

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

Chris Ray Cumulative Intentional Walks — Career Progression

A running total of Chris Ray's career Intentional 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 Intentional Walks year-over-year waterfall chart

Chris Ray Intentional Walks Distribution vs. Comparable Players

Each box summarizes Chris Ray's seasonal Intentional 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 Intentional Walks distribution box chart versus comparable players

Chris Ray Intentional Walks — Season-by-Season Breakdown

Every season of Chris Ray's MLB career with Intentional 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 Intentional Walks season-by-season breakdown table