Is 'optimize' necessary for a 45-segment Solr 4.6 index?

[Arun Rangarajan]

I have a 28 GB Solr 4.6 index with 45 segments. Optimize failed with an
'out of memory' error. Is optimize really necessary, since I read that
lucene is able to handle multiple segments well now?