http://www.engadget.com/2016/05/31/t-mobile-creates-service-plan-for-visitors-to-the-us/

Basically there is no Sim cost, no activation cost.

Costs $30 and lasts for three weeks, giving visitors unlimited data (LTE up to 2GB, though!), domestic and international texting and 1,000 voice minutes for domestic calls.