Does T-Mobile's $50 prepaid give unlimited data ?

No. Plus their customer service, network and phones are terrible. This is a company to avoid since they are going out of business and do not stand behind their products. Boost is unlimited talk text and web for $50 and them it goes to $45. per month. I hope that this helps.