There are other hidden fees to consider as well. When Kiplinger rated 10 prominent online brokerage firms last year, it found Just2Trade was seemingly cheap at first glance, at $2.50 per transaction. But it charged a whopping $50 just to transfer your IRA to another firm, plus $35 to simply hold your IRA for you.