We study the cell loss rates in a multistage ATM switch. We present some numerical computations for small configurations which prove that first order approximation may not be accurate. We present stochastic bounds for these loss rates using simple arguments which lead to models easier to solve. For ill-balanced configurations these models give good estimates of loss rates.