We develop a class of averaging lemmas for stochastic kinetic equations. The
velocity is multiplied by a white noise which produces a remarkable change in
time scale. Compared to the deterministic case and as far as we work in L2,
the nature of regularity on averages is not changed in this stochastic kinetic
equation and stays in the range of fractional Sobolev spaces at the price of an
additional expectation. However all the exponents are changed; either time
decay rates are slower (when the right hand side belongs to L2), or
regularity is better when the right hand side contains derivatives. These
changes originate from a different space/time scaling in the deterministic and
stochastic cases. Our motivation comes from scalar conservation laws with
stochastic fluxes where the structure under consideration arises naturally
through the kinetic formulation of scalar conservation laws