After a year of fiddling around with different testing solutions for Sphinx, and getting frustrated with problems related to transactional fixtures and primary keys overflowing 32-bit-sphinx (not to mention the overhead of starting and stopping the daemon), I finally settled on a subclass of ActiveSupport::TestCase and a custom rake task. Read the writeup