After years of trying to wean Americans off unlimited data plans and get smartphone users to pay more for heavy use, the wireless industry is reversing course.

The country’s two smaller operators—T-Mobile US Inc. and Sprint Corp.—on Thursday brought unlimited data plans back from extinction. T-Mobile said it would stop selling monthly data packages, while Sprint dropped prices for its unlimited service.

Earlier...