Gradient elution involves changing the buffer composition gradually over time, which creates a linear gradient of ionic strength or pH to elute different analytes sequentially. Step elution, on the other hand, involves changing the buffer composition abruptly, resulting in selective elution of specific analytes based on their binding strengths.