| Bands by Letter: | R |
| Ra Ra Riot | – | Rabbit Wilde | – | Rabbit! | – | RAC |
| Race Horses | – | Races | – | Rachel Platten | – | Rachel Sermanni |
| Racing Glaciers | – | Racoon | – | Radical Face | – | Radio Eliza |
| Radnor & Lee | – | Raglans | – | Railway Gamblers | – | Rainbow Kitten Surprise |
| Rameez | – | Randolph’s Leap | – | Rayland Baxter | – | READY NEVER |
| Real Estate | – | Red Cabin | – | Red Kite | – | Regina Spektor |
| Release the Sunbird | – | Reptar | – | Republican Hair | – | Resistor |
| Reverend and the Makers | – | REYNA | – | RFA | – | Rhymes |
| Richard Tyler Epperson | – | Rilan & the Bombardiers | – | Riley Whisler | – | Riot nrrd |
| River City Extension | – | River Matthews | – | Rivers Cuomo | – | RIVVRS |
| Ro Malone | – | Roah Summit | – | Rob Drabkin | – | Rock Europa |
| Rogue Wave | – | Roll Acosta | – | ROMES | – | Ron Pope |
| Roo Panes | – | Rooney | – | Rosenblume | – | Rostam |
| Royal Canoe | – | Royal Teeth | – | Royal Tongues | – | Royal Wood |
| Ruen Brothers | – | Rufus Wainwright | – | Run River North | – | Run Young Lovers |
| Runner | – | Running Red Lights | – | Ruth B | – | Ry-Lo |
| Ryan Keen | – | Ryan O’Reilly | – | – | – | – |
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