How to evaluate the "betterness" of competitive good models?
The typical approach would be to compare (cross-)validation performance of the models, at least if accuracy is the selection criterion. 

Other criteria could be


simplicity/ease to interpret 
how easy the models could be implemented and/or updated in a productive environment