We present a parallel implementation of the optimal quantization method on a grid computing. Its purpose is to price instantaneously multidimensional American options. Numerical tests are proceeded with variable number of processors, from 4 to 128. Finally a spatial extrapolation of Richardson-Romberg is introduced to speed up the convergence rate and stabilize the results.