How Andy Ashby's Times on Base Compares to Similar Players

Andy Ashby totaled 86 career Times on Base, well below the league average of 649.3 — production that significantly underperformed against league baselines. His best Times on Base season came in 1996, posting 11, well below the league average of 73.8 that year. The lowest point came in 2003 at 0, well below the league average of 77.5 that year. Output was consistent through the final seasons. The Times on Base total went from 8 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 Times on Base profile — ranging from 0 to 11 — though the career average remained well below league norms.

Andy Ashby Lifetime Times on Base

Stats similar to Times on Base for Andy Ashby
Andy Ashby
Times on Base
Career86
Season Avg.6.14
162 Game Avg.44.51
More InfoSee More

Andy Ashby Times on Base Per Season

Andy Ashby's Times on Base 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 Times on Base per season line chart

Andy Ashby Times on Base by Team

Andy Ashby's career Times on Base totals broken down by each team he played for, ordered by when he first joined that team.
Andy Ashby career Times on Base by team bar chart

Andy Ashby Cumulative Times on Base — Career Progression

A running total of Andy Ashby's career Times on Base, 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 Times on Base year-over-year waterfall chart

Andy Ashby Times on Base Distribution vs. Comparable Players

Each box summarizes Andy Ashby's seasonal Times on Base 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 Times on Base distribution box chart versus comparable players

Andy Ashby Times on Base — Season-by-Season Breakdown

Every season of Andy Ashby's MLB career with Times on Base 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.
Andy Ashby Times on Base season-by-season breakdown table