I haven't used either elasticsearch or solr, so I don't have firsthand experience on how they compare to Sphinx search (http://sphinxsearch.com) but I really love Sphinx. Also integrates nicely with MySQL if you're already running that.

I think Solr and Sphinx pretty much tick the same boxes in terms of features and performance though, so use what you know and like.