Computer programs were developed to permit the routine application of nonlinear sensitivity analysis to general complex enzyme mechanisms. Complete numerical solutions to the stiff differential equations which describe such mechanisms permit simulation of the full time-course development of all concentrations, including substrate, product, and all intermediate species. Alternatively, the method could be used for steady-state initial rate studies if desired. The sensitivity of all concentrations at any specific time during the reaction (or for any set of initial conditions) to variations in the rate constants can be determined. These variations in the rate constants can span orders of magnitude if desired. The method also describes the effect of coupling between rate constants. This permits the rate constants of an arbitrary model to be rank-ordered in terms of their importance to the time development of concentration variation of any desired species. The method also identifies which pairs of rate constants are most strongly coupled. The method should be very useful in experimental design, model testing, and reduction, and in the determination of the reliability of rate constants derived for a particular model from rate data. In order to illustrate the method it was applied to several published enzyme mechanisms, the most complex of which involved eight species. By examining the sensitivities it was possible to determine the most important pathways of reaction and to understand the origin of bursts and lags in product production. The method also permitted reduction of the most complex model to simpler models which showed essentially the same behavior.