You should try out the autocomplete component using Solr with
RankingAlgorithm. The performance is less  than 3ms for a 1 million
Wikipedia titles index with very low deviation. You can get more information
about the performance with different indexes of size 3k, 390k, 1m, 10m docs
from here:

http://solr-ra.tgels.org/solr-ra-autocomplete.jsp

- Nagendra Nagarajayya

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