To compare the performance and use of three massively parallel SIMD co
mputers, we implemented a large air pollution model on these computers
. Using a realistic large-scale model, we gained detailed insight abou
t the performance of the computers involved when used to solve large-s
cale scientific problems that involve several types of numerical compu
tations. The computers used in our study are the Connection Machines C
M-200 and CM-5, and the MasPar MP-2216.