A stochastic process is a collection of random variables usually indexed by a totally ordered set.
Most commonly studied classes of stochastic processes (if the indexed set is $\mathbb{R}^+$) encompasses processes that are diffusions, Markov, (sub-)(super-)martingales, Feller, but also semimartingales, Gaussian ...