Amazon.com Inc. on Thursday said it would raise the annual price of its Prime membership program 20% to $119, a sizable leap that could deliver meaningful revenue but also comes amid a sharp jump in fuel prices.

On a quarterly earnings call, Amazon’s executives said Prime’s second price increase in its 13-year history reflects the program’s rising costs and expanded options, specifically faster shipping and a larger library of streaming music and video titles.

“The...