Flaherty Island is the largest island of the Belcher Islands group in Hudson Bay in Qikiqtaaluk Region, Nunavut, Canada.

The Inuit community of Sanikiluaq is located on its north coast, and is the southernmost community in Nunavut.

The island is named in honour of visual anthropologist Robert J. Flaherty.