The 28-year-old singer came out on stage unannounced, to perform "Too Good" and "Work" with Drake, reported E! Online.
The fans were excited to watch their unexpected collaboration as the "This What You Came For" hitmaker flew all the way to Canada to support her man.
Rihanna was in Paris for her Anti World Tour to promote her eighth studio album "Anti" before she left to meet the "One Dance" singer.
Drake, 29, also recently surprised the Barbadian-born songstress and his fans in Miami for a special performance.