The developer of PRIMA here. If you use method "cobyla" from scipy.optimize.minimize, then answer is now. PRIMA already performs far better (in terms of the nu

The developer of PRIMA here. If you use method "cobyla" from scipy.optimize.minimize, then answer is now. PRIMA already performs far better (in terms of the number of function evaluations). See the comparison at https://github.com/libprima/prima#improvements https://github.com/libprima/prima#improvements . The bugs are indeed only a secondary reason: they can only be triggered under special situations. They may not affect your usage at all (when it does affect you, the consequence is catastrophophic).