The two stars have been romantically involved in the past, with their latest antics sure to spark speculation they have reconnected.
Rihanna performed in Dallas on Monday night, with Drake apparently there to support her. She returned the favour by watching him on stage on Wednesday, with the pair going to VLive strip club afterwards.
According to RadarOnline Rihanna and Drake had such a good time at the venue they couldn't stop spending money. There is a video of the hip-hop star at the venue, where he and the Barbadian beauty are said to have "made it rain" by forking out $17,000.
Staff told Radar there were several dancers who Drake appeared particularly enamoured with. One of them called Jhonni Blaze was more interested in seeing Rihanna though.
"I got to dance for @rihanna (sic)," she tweeted at around 4.30am.
As well as the video of Drake, there are several pictures of the night on Instagram. In one, dancers are seen counting vast stacks of cash which apparently took them until 6.30am to get through.
Both Drake and Rihanna are renowned for spending big bucks at strip clubs. In March, Drake blew $50,000 at a venue in Charlotte and Rihanna spent $8,000 on a stripper the following month. She seemed proud of her antics at the time, posting a picture of herself standing on a floor littered with cash online.
"Throw it up, Throw it up.... Watch it all fall out," she captioned the shot.