Using the close relationship between arithmetic and enumerative codes, expressions are developed for the performance of various non-adaptive codes. It is then shown that there exists adaptive codes whose performance can be guaranteed to be better than or close to these non-adaptive codes. On some actual examples the adaptive codes are significantly better than the non-adaptive ones.