We compare several methods for sensitivity analysis of differential-algebraic equations (DAEs). Computational complexity, efficiency and numerical conditioning issues are discussed. Numerical results for a chemical kinetics problem arising in model reduction are presented. (C) 2000 IMACS. Published by Elsevier Science B.V. All rights reserved.