Spotify was the largest music streaming service in the world as of the second quarter of 2021 with a market share of 31 percent. Apple Music was in second place at 15 percent, with Amazon Music and Tencent Music tied at third with 13 percent each. That's according to a report from Midia Research, a media and entertainment-focused research and analysis agency.