This is a guide for the three shortest print runs of each etopps baseball card set from 2001 to 2006.  Each year's set will list the player's card and the print run in parenthesis.

2001
Edgardo Alfonzo (338)
Vernon Wells (349)
Gary Sheffield (359)

2002
D'Angelo Jiminez (1,725)
Shannon Stewart (1,992)
Brett Boone, Brian Giles, Frank Catalanotto, Preston Wilson, Toby Hall, Brandon Duckworth, Tim Hudson (2,000)

2003
Mike Hampton (763)
Brad Radke (827)
Vicente Padilla (995)

2004
Brian Giles (1,267)
Ryan Ludwick (1,321)
Rafael Furcal (1,410)

2005
David DeJesus (680)
Tampa Bay Devils Rays, Eric Gagne (688)
Toronto Blue Jays (701)

2006
Stephen Drew (278)
Bruce Bochy (281)
Eric Chavez (385)