How Andy Ashby's Walks Compares to Similar Players
Andy Ashby totaled 16 career Walks, well below the league average of 164.7 — production that significantly underperformed against league baselines. His best Walks season came in 1999, posting 3, well below the league average of 22.2 that year. The lowest point came in 1991 at 0, well below the league average of 18.2 that year. Output was consistent through the final seasons. The Walks total went from 2 in 2002 to 0 in 2003 and 0 in 2004, falling over the span. The consistent output characterized his final seasons. Significant season-to-season variance characterizes the Walks profile — ranging from 0 to 3 — though the career average remained well below league norms.
Andy Ashby Lifetime Walks and Similar Stats
Stats similar to Walks for Andy Ashby
| Andy Ashby
Walks | Andy Ashby
Intentional Walks | Andy Ashby
Walks Per Strikeout |
|---|
| Career | 16 | 0 | 0.07 |
| Season Avg. | 1.14 | 0 | 0.07 |
| 162 Game Avg. | 8.28 | 0 | 0.07 |
| More Info | See More | See More | See More |
Andy Ashby Walks Per Season
Andy Ashby's Walks for each season of his MLB career, plotted against that year's league average. Switch between comparisons — National League, Hall of Fame, SP, North America, or players born in the same country — to see how he stacked up year by year.
Andy Ashby Walks by Team
Andy Ashby's career Walks totals broken down by each team he played for, ordered by when he first joined that team.
Andy Ashby Cumulative Walks — Career Progression
A running total of Andy Ashby'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.
Andy Ashby Walks Distribution vs. Comparable Players
Each box summarizes Andy Ashby'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.
Andy Ashby Walks — Season-by-Season Breakdown
Every season of Andy Ashby'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.
