Devicenet is solid but old in the tooth, solid address recovery feature, but has noise issues if doing welding.
Ethernet IP growing leaps and bounds, alot more devices on this network but watch out on how IT views the use of switches and your control.
ControlNet very fast but the media is high dollar and difficult to install.
Profibus very fast and reliable but make sure you have the right connectors if doing high speed baud rates.
ASI is new and the media for this is cheap and more idiot proof and the setup is easier than most networks.
RIO/DH legacy but be aware of it if you doing retrofits.