I"m going to guess these aren’t brand spanking new systems, but instead are refurbs.
Same specs eh? What about firmware/BIOS and their configuration?
Considering their age I wouldn’t rule out HW failure. Memory check?
I haven’t had it happen in awhile but I would zero the drives for good measure.