This paper is intended to clarify some of the questions related with the application of RAPD for phylogenetic reconstruction purposes. Using different specimens of mammals selected across various taxonomic levels, we assessed the validity of RAPD to recover a known phylogeny, using four distance coefficients (simple matching, Russell & Rao, Jaccard, and Dice). We assessed the minimum number of primers required in the computations to obtain stable results in terms of distance estimates and/or topologies of the derived trees. These results based on distance methods were compared with those obtained with parsimony analyses of RAPD markers. Both approaches have shown to be equally problematic for comparing taxa above the family level. On the basis of these comparisons among various indices and methods, vie recommend the use of Jaccard or Dice coefficients, with no less than twelve primers. We also suggest validation of any phylogeny based on RAPD data with a resampling procedure (i.e. the bootstrap or the jackknife) before any sound conclusion can be drawn. (C) 1997 The Norwegian Academy of Science and Letters.