This article seems to discuss the topic at length in clear terms:

https://www.epa.gov/ghgemissions/understanding-global-warming-potentials

Different GHGs can have different effects on the Earth's warming. Two key ways in which these gases differ from each other are their ability to absorb energy (their "radiative efficiency"), and how long they stay in the atmosphere (also known as their "lifetime").