Multiple Indices vs Multiple type

I am trying to create an auto Suggest with searchTerm and locality. I have 3.5 million cosumerDocuments (3.5gb), 1 million locality documents and 0.3 million of consumer1Documents. Is it better to create 3 different indices or 1 index with 3 different types. It's okay if write queries are slow but I want faster read queries.