In the canonical ensemble, a one-particle velocity state has kinetic energy and hence probability density proportional to , where . The three Cartesian Gaussian integrals normalize the density to the Maxwell-Boltzmann velocity distribution
Integrating over a spherical shell of radius and area gives the Maxwell speed distribution
Since
its unique positive maximum is the most probable speed in the Maxwell distribution