The Exponential distribution models the time between successive events in a Poisson process.

The Exponential distribution models the total number of events in a fixed interval.

The Exponential distribution is the discrete version of the Poisson process.

The Exponential distribution only applies when the Poisson rate $\lambda$ varies over time.