It is called "stationary" because, as an eigenstate, it is not subject to change or decay (to a lower energy state) over time.
It is called "stationary" because the corresponding probability density has no time dependence. As an eigenstate of the Hamiltonian, a stationary state is not subject to change or decay (to a lower energy state) over time.