There's a unit list that comes with the EB installation which has most of the unit stats. There should be a shortcut to it from the start menu. Sadly it is a bit outdated though (is there an updated version around?). The only other option I know of is to try to decipher the "export_descr_unit.txt" file in your /EB/Data/ folder.