Abstract Radical covalent catalysis, namely radical catalysis via a radical catalyst addition and elimination process, has emerged in the past few decades. This review is aimed to summarize the recent advances of radical covalent catalysis by highlighting some outstanding challenges and confirming potential areas of improvement, which may offer inspiration for future studies.