Expensive materials. It is much cheaper to use a parabolic reflector or horn.
It is quite popular now days to use a phased array of patches, each with its own power amplifier. This is highly reliable. A few amps burning up do not much affect the performance.
I have seen a few cases of a dielectric lens put on the end of a horn in order to correct the radiation pattern. These were cost is no object military systems.