It does make sense that if you start a simulation in which all the particles are having the same speed but random direction( or any velocity distribution). If collision is added between particles, you will find after some time, all the velocity will be close to Maxwell distribution of speeds (It need to be a 3D simulation). As far as I know, Wolfgang already designed a simulation to illustrate the above physics phenomena.