Tonearms make a difference. Even different tonearm wands on the same air bearing sound different, with the same cartridge, set up over days. Since my tonearm has repeatable measurements (error bars 20 seconds of arc, 50 microns linear) and settings, it is easy to make exact comparisons with painstaking setup.
My experience says that tonearm wands make a difference.