Is your column a regular wide flange shape column or a different one viz. cruciform column etc...?
You may please refer to the wide variety of suggested base plates appropriate for the mentioned range of heavy loading available in the Book titled "Design Of Welded Structures by Omer W. Blodgett" ...
Finally it should be a trade off between fabrication cost versus material cost, as adding stiffeners increases fabrication cost like anything.
Nevertheless, It would be prudent to perform one quick review of your analysis results, especially any feasible alternative which could have a bearing on your final joint reaction for instance adding a few braces here & there etc.
Regards,
SM