Things looked to be over for the long-rumored pair, after Drake was spotted "getting cozy" with model Hailey Baldwin at his Memorial Day party back in June.
But a source tells WHO Baldwin wasn't in the picture for long.
"Hailey was a fling, but Drake has always wanted to make things work with Rihanna," the insider said.
"They are still dating," the source added, of Rihanna and Drake. "Things get more serious when they're in the same place."
Drake, 29, dropped in on his 28-year-old boo on Wednesday, at her Manchester concert. The duo performed their collaboration together "Work", where the Barbadian beauty once again gyrated on her beau.
"Shout out to the most beautiful, talented woman I've ever seen," Drake told the crowd, as captured on social media. "She goes by the name of Rihanna.. I'm getting my heart broken."
Afterwards, the pair were spotted separately leaving an after party. They were also photographed separately in the early hours of Wednesday morning, leaving Nicole Scherzinger's birthday party at London's Tape Nightclub.
A source told WHO back in May that the longtime friends and collaborators had been "secretly dating for months."
Though she told Ellen DeGeneres in February she's "single right now," the source says the singers have been purposely hiding their relationship.
"They have been keeping it a secret because this time around, they want to do it right and keep their relationship private," says the source of the couple, who were rumoured to have dated a couple years ago.
Reps for the two have not commented.