For me, the choice is really between Reward Flight Finder and Seat Spy. I went for Seat Spy due to the bad publicity associated with the other vendor.

ExpertFlyer has a place in my bag of tools but I don't use it for rewards searches. I also use Flighty and FlightRadar24 to round out my travel app subscriptions.