Maxwell-Boltzmann statistics describe the distribution of particle speeds in a classical ideal gas, predicting that most particles have speeds around the average, with fewer particles having very high or very low speeds. It is applicable to systems of non-interacting, distinguishable particles at thermal equilibrium, where quantum effects are negligible.