I’ve been in the transport business all my life. Granted, companies rarely put their prices down when fuel costs go down but they also don’t always put them up when prices rise.
Like many services, cheapest is very rarely best. Take recommendations from previous customers of the transfer or taxi companies and stick with whichever gives you the service that you’re happy with at a price that you can afford.