Several commonly used molecular mechanics force fields have been tested for accuracy in conformational energy calculations. Differences in performance between the force fields are discussed for different classes of structures. MMFF93 and force fields based on the MM2 or MM3 functional form are found to perform significantly better than other force fields in the test, with average conformational energy errors around 0.5 kcal/mol. CFF91 also reaches this accuracy for the subset in which fully determined parameters are used, but it doubles the overall error due to use of estimated parameters. Harmonic force fields generally have average errors exceeding 1 kcal/mol. Factors influencing accuracy are identified and discussed. 0 1996 by John Wiley & Sons, Inc. different programs can be run on personal computers or small workstations. The problem today in routine work is not so much how to perform the calculation as what force field to use. A few years ago, two of us participated in a compafison of some of the most popular force fields at that time.' However, the last few years have seen the advent